Xin Yao

发表

Dynamic adaptive Search Based Software Engineering

John A. Clark, Xin Yao, Mark Harman, 2012, Proceedings of the 2012 ACM-IEEE International Symposium on Empirical Software Engineering and Measurement.

Thermodynamic Pareto optimization of turbojet engines using multi-objective genetic algorithms

Xin Yao, K. Atashkari, Nader Nariman-zadeh, 2005 .

Every Niching Method has its Niche: Fitness Sharing and Implicit Sharing Compared

Xin Yao, Paul J. Darwen, P. Darwen, 1996, PPSN.

An Evolutionary Approach to the Multidepot Capacitated Arc Routing Problem

Xin Yao, Li-Ning Xing, Philipp Rohlfshagen, 2010, IEEE Transactions on Evolutionary Computation.

Clickbait Convolutional Neural Network

Xin Yao, Arun Kumar Sangaiah, Yong Jiang, 2018, Symmetry.

Fast Evolutionary Programming

Xin Yao, Yong Liu, X. Yao, 1996, Evolutionary Programming.

Dynamic Time-Linkage Evolutionary Optimization: Definitions and Potential Solutions

Xin Yao, Trung Thanh Nguyen, 2013, Metaheuristics for Dynamic Optimization.

Neuronal population oscillations of rat hippocampus during epileptic seizures

John Fox, Xin Yao, Xiaoli Li, 2008 .

Self-Adapting Payoff Matrices in Repeated Interactions

Xin Yao, Siang Yew Chong, 2006, 2006 IEEE Symposium on Computational Intelligence and Games.

A Game-Theoretic Approach for Designing Mixed Mutation Strategies

Xin Yao, Jun He, X. Yao, 2005, ICNC.

Short-term load forecasting with neural network ensembles: A comparative study

Xin Yao, Matteo De Felice, M. D. Felice, 2011 .

The Handbook of Engineering Self-Aware and Self-Expressive Systems pdf

Xin Yao, Rami Bahsoon, Peter R. Lewis, 2014, ArXiv.

Empirical analysis of evolutionary algorithms with immigrants schemes for dynamic optimization

Xin Yao, Xin Yu, Tianshi Chen, 2009, Memetic Comput..

Making a Difference to Differential Evolution

Xin Yao, Zhenyu Yang, Jingsong He, 2008, Advances in Metaheuristics for Hard Optimization.

Promises and Challenges of Evolvable Hardware

Xin Yao, Tetsuya Higuchi, 1996, ICES.

Automatic Construction of Parallel Portfolios via Explicit Instance Grouping pdf

Xin Yao, Ke Tang, Shengcai Liu, 2018, AAAI.

Process in Evolutionary Computation, AI'93 and AI'94 Workshops on Evolutionary Computation, Melbourne, Victoria, Australia, November 16, 1993, Armidale, NSW, Australia, November 21-22, 1994, Selected Papers

Xin Yao, 1995, Evo Workshops.

Pipe failure prediction: A data mining method

Xin Yao, Weishan Dong, Ke Tang, 2013, 2013 IEEE 29th International Conference on Data Engineering (ICDE).

Dynamic combinatorial optimisation problems: an analysis of the subset sum problem

Xin Yao, Philipp Rohlfshagen, 2011, Soft Comput..

Dynamic Control of Adaptive Parameters in Evolutionary Programming

Xin Yao, Ko-Hsin Liang, Charles S. Newton, 1998, SEAL.

Multiobjective Test Problems with Degenerate Pareto Fronts pdf

Xin Yao, Dezhong Peng, Miqing Li, 2018, ArXiv.

Standing on the shoulders of giants: Seeding search-based multi-objective optimization with prior knowledge for software service composition

Xin Yao, Tao Chen, Miqing Li, 2019, Inf. Softw. Technol..

Evolution of neural symmetry and its coupled alignment to body plan morphology

Xin Yao, Bernhard Sendhoff, Ben Jones, 2011, GECCO '11.

Automatic divide-and-conquer using populations and ensembles

Xin Yao, 2003, Proceedings Fifth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2003.

Automated Scheduling and Planning

Xin Yao, Bahriye Akay, 2013 .

Stochastic ranking for constrained evolutionary optimization

Xin Yao, Thomas Philip Runarsson, X. Yao, 2000, IEEE Trans. Evol. Comput..

Resource allocation in decentralised computational systems: an evolutionary market-based approach

Xin Yao, Peter R. Lewis, Paul Marrow, 2009, Autonomous Agents and Multi-Agent Systems.

Memetic Algorithm With Extended Neighborhood Search for Capacitated Arc Routing Problems

Xin Yao, Yi Mei, Ke Tang, 2009, IEEE Transactions on Evolutionary Computation.

Evolving Artificial Neural Networks for Medical Applications

Xin Yao, Yong Liu, X. Yao, 1995 .

Evolutionary Multiobjective Optimization-Based Multimodal Optimization: Fitness Landscape Approximation and Peak Detection

Xin Yao, Miqing Li, Ke Li, 2018, IEEE Transactions on Evolutionary Computation.

Choosing selection pressure for wide-gap problems

Xin Yao, Tianshi Chen, Guoliang Chen, 2010, Theor. Comput. Sci..

Dealing with Multiple Classes in Online Class Imbalance Learning

Xin Yao, Leandro L. Minku, Shuo Wang, 2016, IJCAI.

Probabilistic Classification Vector Machines

Huanhuan Chen, Peter Tiño, Xin Yao, 2009, IEEE Transactions on Neural Networks.

Application of Grid Task Scheduling Algorithm RR to Medium-Grained Evolution Strategies

Xin Yao, Kazuhiro Ohkura, Yoshiyuki Matsumura, 2007, Third International Conference on Natural Computation (ICNC 2007).

How Specialised Are Specialists? Generalisation Properties of Entries from the 2008 and 2009 TAC Market Design Competitions

Xin Yao, Peter McBurney, Edward Robinson, 2009, AMEC/TADA.

Target shape design optimization by evolving splines

Xin Yao, Bernhard Sendhoff, Lei Jia, 2007, 2007 IEEE Congress on Evolutionary Computation.

Why more choices cause less cooperation in iterated prisoner's dilemma

Xin Yao, Paul J. Darwen, X. Yao, 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

Multilevel cooperative coevolution for large scale optimization

Xin Yao, Zhenyu Yang, Ke Tang, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Knowledge-based particle swarm optimization for PID controller tuning

Xin Yao, Junfeng Chen, Mohammad Nabi Omidvar, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Guest Editors Introduction: Intelligence in the Cloud

Song Guo, Victor C. M. Leung, Xin Yao, 2018, IEEE Cloud Comput..

Search based software testing of object-oriented containers

Xin Yao, Andrea Arcuri, X. Yao, 2008, Inf. Sci..

Competitive Co-evolution for Dynamic Constrained Optimisation pdf

Xin Yao, Stefan Menzel, Ke Tang, 2019, ArXiv.

Resampling-Based Ensemble Methods for Online Class Imbalance Learning

Xin Yao, Leandro L. Minku, Shuo Wang, 2015, IEEE Transactions on Knowledge and Data Engineering.

Simulated annealing with extended neighbourhood

Xin Yao, X. Yao, 1991, Int. J. Comput. Math..

Benchmark Generator for the IEEE WCCI-2014 Competition on Evolutionary Computation for Dynamic Optimization Problems: Dynamic Travelling Salesman Problem Benchmark Generator

Xin Yao, Changhe Li, Michalis Mavrovouniotis, 2013 .

Software Module Clustering as a Multi-Objective Search Problem

Xin Yao, Kata Praditwong, Mark Harman, 2011, IEEE Transactions on Software Engineering.

Population Evolvability: Dynamic Fitness Landscape Analysis for Population-Based Metaheuristic Algorithms

Xin Yao, Bin Li, Mang Wang, 2018, IEEE Transactions on Evolutionary Computation.

Generalized LDA using relevance weighting and evolution strategy

Xin Yao, Ponnuthurai N. Suganthan, E. Ke Tang, 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).

An evolutionary algorithm for performance optimization at software architecture level

Xin Yao, Leandro L. Minku, Peng Ye, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

A new evolutionary system for evolving artificial neural networks

Xin Yao, Yong Liu, X. Yao, 1997, IEEE Trans. Neural Networks.

Interactive Genetic Algorithms with Individual Fitness Not Assigned by Human

Xin Yao, Jie Yuan, Dun-Wei Gong, 2009, J. Univers. Comput. Sci..

Towards designing artificial neural networks by evolution

Xin Yao, Yong Liu, X. Yao, 1998 .

Cognitive fault diagnosis in Tennessee Eastman Process using learning in the model space

Huanhuan Chen, Peter Tiño, Xin Yao, 2014, Comput. Chem. Eng..

Rigorous time complexity analysis of Univariate Marginal Distribution Algorithm with margins

Xin Yao, Tianshi Chen, Guoliang Chen, 2009, 2009 IEEE Congress on Evolutionary Computation.

CBCC3 — A contribution-based cooperative co-evolutionary algorithm with improved exploration/exploitation balance

Xiaodong Li, Xin Yao, Mohammad Nabi Omidvar, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Regularity Model for Noisy Multiobjective Optimization

Qingfu Zhang, Xin Yao, Licheng Jiao, 2016, IEEE Transactions on Cybernetics.

Evolving Neural Networks with Maximum AUC for Imbalanced Data Classification

Xin Yao, Ke Tang, Xiaofen Lu, 2010, HAIS.

Decomposing Large-Scale Capacitated Arc Routing Problems using a random route grouping method

Xiaodong Li, Xin Yao, Yi Mei, 2013, 2013 IEEE Congress on Evolutionary Computation.

Simulated Evolution and Learning

J. van Leeuwen, Xin Yao, Takeshi Furuhashi, 1999, Lecture Notes in Computer Science.

Immigrant schemes for evolutionary algorithms in dynamic environments: Adapting the replacement rate

Xin Yao, Xin Yu, Ke Tang, 2011, Science China Information Sciences.

Evolutionary market agents and heterogeneous service providers: Achieving desired resource allocations

Xin Yao, Peter R. Lewis, Paul Marrow, 2009, 2009 IEEE Congress on Evolutionary Computation.

Evolving Neural Network Ensembles by Fitness Sharing

Xin Yao, Yong Liu, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Using Negative Correlation to Evolve Fault-Tolerant Circuits

Xin Yao, Thorsten Schnier, 2003, ICES.

Improving Scheduling Techniques in Heterogeneous Systems with Dynamic, On-Line Optimisations

Xin Yao, Peter R. Lewis, Tobias Becker, 2011, 2011 International Conference on Complex, Intelligent, and Software Intensive Systems.

Introduction: Evolutionary Learning

Xin Yao, Don Potter, Xin Yao, 1998, Appl. Intell..

Defect- and Variation-Tolerant Logic Mapping in Nanocrossbar Using Bipartite Matching and Memetic Algorithm

Bin Li, Huanhuan Chen, Xin Yao, 2016, IEEE Transactions on Very Large Scale Integration (VLSI) Systems.

Theoretical Runtime Analyses of Search Algorithms on the Test Data Generation for the Triangle Classification Problem

Per Kristian Lehre, Xin Yao, Andrea Arcuri, 2008, 2008 IEEE International Conference on Software Testing Verification and Validation Workshop.

President's Message

Xin Yao, X. Yao, 2009, IEEE Comput. Intell. Mag..

Empirical Investigations of Reference Point Based Methods When Facing a Massively Large Number of Objectives: First Results

Xin Yao, Kalyanmoy Deb, Ke Li, 2017, EMO.

Simulated evolution and learning : First Asia-Pacific Conference, SEAL'96, Taejon, Korea, November 9-12, 1996 : selected papers

Xin Yao, 古橋武, Jong-Hwan Kim, 1997 .

Computing-Inspired Detection of Multiple Cancers

Xin Yao, Yifan Chen, Shaolong Shi, 2018, 2018 IEEE International Conference on Communications (ICC).

Evolutionary algorithms and the Vertex Cover problem

Pietro Simone Oliveto, Xin Yao, Jun He, 2007, 2007 IEEE Congress on Evolutionary Computation.

Diversity Assessment in Many-Objective Optimization

Xin Yao, Handing Wang, Yaochu Jin, 2017, IEEE Transactions on Cybernetics.

Learning to be Different: Heterogeneity and Efficiency in Distributed Smart Camera Networks

Xin Yao, Bernhard Rinner, Peter R. Lewis, 2013, 2013 IEEE 7th International Conference on Self-Adaptive and Self-Organizing Systems.

Decomposition-Based Memetic Algorithm for Multiobjective Capacitated Arc Routing Problem

Xin Yao, Yi Mei, Ke Tang, 2011, IEEE Transactions on Evolutionary Computation.

An analysis of multi-objective evolutionary algorithms for training ensemble models based on different performance measures in software effort estimation

Xin Yao, Leandro L. Minku, X. Yao, 2013, PROMISE.

Heuristic evolution with genetic programming for traveling thief problem

Xiaodong Li, Xin Yao, Yi Mei, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

A new self-adaptation scheme for differential evolution

Xin Yao, Bernhard Sendhoff, Ke Tang, 2014, Neurocomputing.

Can cross-company data improve performance in software effort estimation?

Xin Yao, Leandro L. Minku, X. Yao, 2012, PROMISE '12.

A new evolutionary approach to cutting stock problems with and without contiguity

Xin Yao, Ko-Hsin Liang, Charles S. Newton, 2002, Comput. Oper. Res..

Proceedings of the 14th International Conference on Intelligent Data Engineering and Automated Learning --- IDEAL 2013 - Volume 8206

Frank Klawonn, Yang Gao, Xin Yao, 2013 .

Multi-objective Improvement of Software Using Co-evolution and Smart Seeding

John A. Clark, Xin Yao, Andrea Arcuri, 2008, SEAL.

Evolutionary Design of Digital Filters With Application to Subband Coding and Data Transmission

Xin Yao, Sancho Salcedo-Sanz, Fernando Cruz-Roldán, 2007, IEEE Transactions on Signal Processing.

Using GP to evolve decision rules for classification in financial data sets

Xin Yao, Ke Tang, Thomas Weise, 2010, 9th IEEE International Conference on Cognitive Informatics (ICCI'10).

A New Memetic Algorithm With Fitness Approximation for the Defect-Tolerant Logic Mapping in Crossbar-Based Nanoarchitectures

Bin Li, Xin Yao, Bo Yuan, 2014, IEEE Transactions on Evolutionary Computation.

How well do multi-objective evolutionary algorithms scale to large problems

Xin Yao, Kata Praditwong, X. Yao, 2007, 2007 IEEE Congress on Evolutionary Computation.

Analysis of Noisy Evolutionary Optimization When Sampling Fails

Xin Yao, Yang Yu, Chao Qian, 2018, Algorithmica.

A Hybrid Ant Colony Optimization Algorithm for the Extended Capacitated Arc Routing Problem

Xin Yao, Li-Ning Xing, Philipp Rohlfshagen, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Handling Constraints for Search Based Software Test Data Generation

Xin Yao, Ramón Sagarna, X. Yao, 2008, 2008 IEEE International Conference on Software Testing Verification and Validation Workshop.

Ubiquity symposium: Evolutionary computation and the processes of life: the essence of evolutionary computation

Xin Yao, 2012, UBIQ.

A Gradient-Based Forward Greedy Algorithm for Space Gaussian Process Regression

Xin Yao, Ping Sun, 2007, Trends in Neural Computation.

Genetic algorithms and evolutionary games

Xin Yao, Paul Darwen, X. Yao, 2000 .

A Systematic Study of Online Class Imbalance Learning With Concept Drift

Xin Yao, Leandro L. Minku, Shuo Wang, 2017, IEEE Transactions on Neural Networks and Learning Systems.

A Parallel Divide-and-Conquer-Based Evolutionary Algorithm for Large-Scale Optimization

Xin Yao, Ke Tang, Peng Yang, 2018, IEEE Access.

IEEE Fellows - Class of 2009 [Society news]

Xin Yao, 2009, IEEE Comput. Intell. Mag..

A Growing Story [President's Message]

Xin Yao, X. Yao, 2015, IEEE Comput. Intell. Mag..

Layered Ensemble Architecture for Time Series Forecasting

Md. Mustafizur Rahman, Xin Yao, Kazuyuki Murase, 2016, IEEE Transactions on Cybernetics.

An empirical study of genetic operators in genetic algorithms

Xin Yao, X. Yao, 1993, Microprocess. Microprogramming.

An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses

Xin Yao, Zhenyu Wang, Yong Xu, 2004, IDEAL.

Evolving a cooperative population of neural networks by minimizing mutual information

Xin Yao, Yong Liu, Qiangfu Zhao, 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

NVCL: Exploiting NVRAM in Cache-Line Granularity Differential Logging

Xin Yao, Cho-Li Wang, Mingzhe Zhang, 2018, 2018 IEEE 7th Non-Volatile Memory Systems and Applications Symposium (NVMSA).

Benchmarking Optimization Algorithms: An Open Source Framework for the Traveling Salesman Problem

Zbigniew Michalewicz, Raymond Chiong, Xin Yao, 2014, IEEE Computational Intelligence Magazine.

A new simulated annealing algorithm

Xin Yao, X. Yao, 1995, Int. J. Comput. Math..

An Empirical Investigation of the Optimality and Monotonicity Properties of Multiobjective Archiving Methods

Xin Yao, Miqing Li, M. Li, 2019, EMO.

A multi-agent evolutionary algorithm for software module clustering problems

Xin Yao, Jing Liu, Jinhuang Huang, 2016, Soft Computing.

Theory of Randomized Optimization Heuristics (Dagstuhl Reports 19431)

Xin Yao, Carlos M. Fonseca, Carola Doerr, 2019, Dagstuhl Reports.

Some Recent Work on Multi-objective Approaches to Search-Based Software Engineering

Xin Yao, X. Yao, 2013, SSBSE.

Search Step Size Control In Fast Evolutionary Programming

Xin Yao, Yong Liu, 2002, GECCO.

Stochastic Ranking Algorithm for Many-Objective Optimization Based on Multiple Indicators

Xin Yao, Ke Tang, Jinlong Li, 2016, IEEE Transactions on Evolutionary Computation.

EPNet for Chaotic Time-Series Prediction

Xin Yao, Yong Liu, X. Yao, 1996, SEAL.

Co-evolution of Optimal Agents for the Alternating Offers Bargaining Game

Pietro Simone Oliveto, Xin Yao, Arjun Chandra, 2010, EvoApplications.

Neural network ensembles and their application to traffic flow prediction in telecommunications networks

Manfred M. Fischer, Xin Yao, Gavin Brown, 2001, IJCNN'01. International Joint Conference on Neural Networks. Proceedings (Cat. No.01CH37222).

Analysis for the Impacts of Large Logistics Industry Intelligent Monitoring

Xin Yao, 2014 .

Crossover can be constructive when computing unique input–output sequences

Per Kristian Lehre, Xin Yao, X. Yao, 2011, Soft Comput..

Behavioral diversity, choices and noise in the iterated prisoner's dilemma

Xin Yao, Siang Yew Chong, S. Y. Chong, 2005, IEEE Transactions on Evolutionary Computation.

Model-based evolutionary algorithms: a short survey

Xin Yao, Yaochu Jin, Ran Cheng, 2018, Complex & Intelligent Systems.

An evolutionary approach to materialized views selection in a data warehouse environment

Xin Yao, Jian Yang, Chuan Zhang, 2001, IEEE Trans. Syst. Man Cybern. Part C.

A research-led and industry-oriented MSc program in natural computation

Xin Yao, X. Yao, 2006, IEEE Comput. Intell. Mag..

Software Effort Interval Prediction via Bayesian Inference and Synthetic Bootstrap Resampling

Xin Yao, Liyan Song, Leandro L. Minku, 2019, ACM Trans. Softw. Eng. Methodol..

Editorial: Simulated Evolution and Learning

Xin Yao, Xin Yao, 2000, J. Adv. Comput. Intell. Intell. Informatics.

Lightweight Evolution Strategies for Nanoswimmers-oriented In Vivo Computation

Xin Yao, Mengjie Zhang, Yifan Chen, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

On Evolving Robust Strategies for Iterated Prisoner's Dilemma

Xin Yao, Paul J. Darwen, P. Darwen, 1993, Evo Workshops.

Time Series Prediction by Using Negatively Correlated Neural Networks

Xin Yao, Yong Liu, 1998, SEAL.

Negative correlation learning for classification ensembles

Huanhuan Chen, Xin Yao, Shuo Wang, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Fitness-Probability Cloud and a Measure of Problem Hardness for Evolutionary Algorithms

Xin Yao, Jinlong Li, Guanzhou Lu, 2011, EvoCOP.

The Impact of Diversity on Online Ensemble Learning in the Presence of Concept Drift

Xin Yao, Leandro L. Minku, Allan P. White, 2010, IEEE Transactions on Knowledge and Data Engineering.

Efficient Probabilistic Classification Vector Machine With Incremental Basis Function Selection

Huanhuan Chen, Peter Tiño, Xin Yao, 2014, IEEE Transactions on Neural Networks and Learning Systems.

A Self-adaptive Evolutionary Programming Based on Optimum Search Direction

Xin Yao, Lishan Kang, Xin Lu, 2008, ISICA.

journal homepage: www.elsevier.com/locate/infsof Ensembles and locality: Insight on improving software effort estimation

Xin Yao, Leandro L. Minku, X. Yao, 2022 .

Characterizing environmental changes in Robust Optimization Over Time

Xin Yao, Bernhard Sendhoff, Ke Tang, 2012, 2012 IEEE Congress on Evolutionary Computation.

Co-learning Segmentation in Marketplaces

Xin Yao, Peter McBurney, Edward Robinson, 2011, ALA.

SaaS for Automated Job Performance Appraisals Using Service Technologies and Big Data Analytics

Xin Yao, Farokh B. Bastani, I-Ling Yen, 2017, 2017 IEEE International Conference on Web Services (ICWS).

A Novel Divide and Conquer based Approach for Large-scale Optimization Problems

Xin Yao, Peng Yang, Ke Tang, 2016 .

Multi-network evolutionary systems and automatic decomposition of complex problems

Xin Yao, Bernhard Sendhoff, Vineet R. Khare, 2006, Int. J. Gen. Syst..

Using diversity to handle concept drift in on-line learning

Xin Yao, Fernanda L. Minku, X. Yao, 2009, 2009 International Joint Conference on Neural Networks.

Evolving SQL Queries for Data Mining

Xin Yao, Majid Salim, 2002, IDEAL.

A novel memetic algorithm with random multi-local-search: a case study of TSP

Zhi Zhou, Xin Yao, Guoliang Chen, 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).

Ensemble Learning through Diversity Management: Theory, Algorithms, and Applications

Huanhuan Chen, Xin Yao, X. Yao, 2011 .

Analysis of Computational Time of Simple Estimation of Distribution Algorithms

Xin Yao, Tianshi Chen, Guoliang Chen, 2010, IEEE Transactions on Evolutionary Computation.

A GA approach to the optimal placement of sensors in wireless sensor networks with obstacles and preferences

Xin Yao, Yong Xu, Yong Xu, 2006, CCNC 2006. 2006 3rd IEEE Consumer Communications and Networking Conference, 2006..

A memetic algorithm for uncertain Capacitated Arc Routing Problems

Xin Yao, Ke Tang, Juan Wang, 2013, 2013 IEEE Workshop on Memetic Computing (MC).

Binarization With Boosting and Oversampling for Multiclass Classification

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2016, IEEE Transactions on Cybernetics.

Efficient Cluster-Based Boosting for Semisupervised Classification

Huanhuan Chen, Xin Yao, Rodrigo G. F. Soares, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Solving Cutting Stock Problems by Evolutionary Programming

Xin Yao, Ko-Hsin Liang, Charles S. Newton, 1998, Evolutionary Programming.

R-Metric: Evaluating the Performance of Preference-Based Evolutionary Multiobjective Optimization Using Reference Points

Xin Yao, Kalyanmoy Deb, Ke Li, 2018, IEEE Transactions on Evolutionary Computation.

Greedy forward selection algorithms to Sparse Gaussian Process Regression

Xin Yao, Ping Sun, X. Yao, 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.

Recent Advances in Evolutionary Algorithms for Job Shop Scheduling

Xin Yao, Bahriye Akay, X. Yao, 2013, Automated Scheduling and Planning.

Evolving Diverse Ensembles Using Genetic Programming for Classification With Unbalanced Data

Mark Johnston, Xin Yao, Mengjie Zhang, 2013, IEEE Transactions on Evolutionary Computation.

Addressing the EU Sovereign Ratings Using an Ordinal Regression Approach

César Hervás-Martínez, Xin Yao, Francisco Fernández-Navarro, 2013, IEEE Transactions on Cybernetics.

On investigation of interdependence between sub-problems of the Travelling Thief Problem

Xiaodong Li, Xin Yao, Yi Mei, 2016, Soft Comput..

CamSim: A Distributed Smart Camera Network Simulator

Xin Yao, Bernhard Rinner, Peter R. Lewis, 2013, 2013 IEEE 7th International Conference on Self-Adaptation and Self-Organizing Systems Workshops.

Architecting Self-Aware Software Systems

Xin Yao, Rami Bahsoon, Peter R. Lewis, 2014, 2014 IEEE/IFIP Conference on Software Architecture.

An Experimental Study of N-Person Iterated Prisoner's Dilemma Games

Xin Yao, Paul J. Darwen, P. Darwen, 1993, Informatica.

Deep packet inspection algorithm based on parallel Bloom filters: Deep packet inspection algorithm based on parallel Bloom filters

Xin Yao, Gang Wang, Ya-ping Lin, 2013 .

Drift analysis and average time complexity of evolutionary algorithms

Xin Yao, Jun He, X. Yao, 2001, Artif. Intell..

What Weights Work for You? Adapting Weights for Any Pareto Front Shape in Decomposition-Based Evolutionary Multiobjective Optimisation

Xin Yao, Miqing Li, M. Li, 2017, Evolutionary Computation.

Diversity creation in local search for the evolution of neural network ensembles

Xin Yao, Iris Fermin, Pete Duell, 2006, ESANN.

The Dynamic Knapsack Problem Revisited: A New Benchmark Problem for Dynamic Combinatorial Optimisation

Xin Yao, Philipp Rohlfshagen, X. Yao, 2009, EvoWorkshops.

Attributes of Dynamic Combinatorial Optimisation

Xin Yao, Philipp Rohlfshagen, 2008, SEAL.

Co-evolutionary modular neural networks for automatic problem decomposition

Xin Yao, Heiko Wersing, Bernhard Sendhoff, 2005, 2005 IEEE Congress on Evolutionary Computation.

How powerful is your evolutionary, algorithm?

Xin Yao, X. Yao, 2004, IEEE Congress on Evolutionary Computation.

Keynote speech I: Co-evolutionary learning in game-playing

Xin Yao, 2015, CIG.

Unified eigen analysis on multivariate Gaussian based estimation of distribution algorithms

Xin Yao, Weishan Dong, X. Yao, 2008, Inf. Sci..

Dominance Move: A Measure of Comparing Solution Sets in Multiobjective Optimization pdf

Xin Yao, Miqing Li, M. Li, 2017, ArXiv.

Introduction to Evolvable Hardware

Xin Yao, Yong Liu, Masaya Iwata, 2006, Evolvable Hardware.

An improved Two Archive Algorithm for Many-Objective optimization

Xin Yao, Ke Tang, Jinlong Li, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Evolutionary random neural ensembles based on negative correlation learning

Huanhuan Chen, Xin Yao, X. Yao, 2007, 2007 IEEE Congress on Evolutionary Computation.

Selected papers from the First Asia-Pacific Conference on Simulated Evolution and Learning

Xin Yao, Takeshi Furuhashi, Jong-Hwan Kim, 1996 .

An extended contract net mechanism for dynamic supply chain formation and its application in China petroleum supply chain management

Huaglory Tianfield, Xin Yao, Richard Foley, 2006, Multiagent Grid Syst..

A learning framework for online class imbalance learning

Xin Yao, Leandro L. Minku, Shuo Wang, 2013, 2013 IEEE Symposium on Computational Intelligence and Ensemble Learning (CIEL).

Experience-based Optimization: A Coevolutionary Approach pdf

Xin Yao, Ke Tang, Shengcai Liu, 2017, ArXiv.

SNR-Constrained Heuristics for Optimizing the Scaling Parameter of Robust Audio Watermarking

Xin Yao, Jianguo Jiang, Zhaopin Su, 2018, IEEE Transactions on Multimedia.

Combining learning in model space fault diagnosis with data validation/reconstruction: Application to the Barcelona water network

Huanhuan Chen, Peter Tiño, Xin Yao, 2014, Eng. Appl. Artif. Intell..

A multi-objective approach to Redundancy Allocation Problem in parallel-series systems

Xin Yao, Tianshi Chen, Ke Tang, 2009, 2009 IEEE Congress on Evolutionary Computation.

Diversity creation methods: a survey and categorisation

Xin Yao, Gavin Brown, Jeremy L. Wyatt, 2004, Inf. Fusion.

Frequency Fitness Assignment

Xin Yao, Ke Tang, Thomas Weise, 2014, IEEE Transactions on Evolutionary Computation.

Evolutionary Algorithms as Guaranteed Approximation Optimizers pdf

Xin Yao, Zhi-Hua Zhou, Yang Yu, 2010, ArXiv.

Solving equations by hybrid evolutionary computation techniques

Xin Yao, Jun He, Jiyou Xu, 2000, IEEE Trans. Evol. Comput..

Measuring Generalization Performance in Coevolutionary Learning

Peter Tiño, Xin Yao, Siang Yew Chong, 2008, IEEE Transactions on Evolutionary Computation.

Search-Based Testing of Complex Simulink Models containing Stateflow Diagrams

Xin Yao, Ramón Sagarna, 2008, ICST Workshops.

Model Metric Co-Learning for Time Series Classification

Huanhuan Chen, Fengzhen Tang, Peter Tiño, 2015, IJCAI.

Scaling Up Evolutionary Programming Algorithms

Xin Yao, Yong Liu, X. Yao, 1998, Evolutionary Programming.

EcoTrack Improvement Problem Formulation

Xin Yao, Michael F. Burrow, Derek Bartram, 2005 .

A benchmark test suite for evolutionary many-objective optimization

Xin Yao, Shengxiang Yang, Ye Tian, 2017, Complex & Intelligent Systems.

BMPLS: Blockchain-Based Multi-level Privacy-Preserving Location Sharing Scheme for Telecare Medical Information Systems

Chao Yang, Xin Yao, Jianfeng Ma, 2018, Journal of Medical Systems.

Corner Sort for Pareto-Based Many-Objective Optimization

Xin Yao, Handing Wang, X. Yao, 2014, IEEE Transactions on Cybernetics.

Smart use of computational resources based on contribution for cooperative co-evolutionary algorithms

Xiaodong Li, Xin Yao, Mohammad Nabi Omidvar, 2011, GECCO '11.

Clustering and learning Gaussian distribution for continuous optimization

Xin Yao, Qiang Lu, X. Yao, 2005, IEEE Trans. Syst. Man Cybern. Part C.

Using Class Imbalance Learning for Software Defect Prediction

Xin Yao, Shuo Wang, X. Yao, 2013, IEEE Transactions on Reliability.

Toward a gene regulatory network model for evolving chemotaxis behavior

Xin Yao, Bernhard Sendhoff, Yaochu Jin, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Homogeneous and Heterogeneous Island Models for the Set Cover Problem

Dirk Sudholt, Xin Yao, Andrea Mambrini, 2012, PPSN.

A multi-objective ensemble method for online class imbalance learning

Xin Yao, Leandro L. Minku, Shuo Wang, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

On the analysis of average time complexity of estimation of distribution algorithms

Xin Yao, Tianshi Chen, Guoliang Chen, 2007, 2007 IEEE Congress on Evolutionary Computation.

DEVELOPMENT TREND OF POWER SYSTEM DISPATCHING AUTOMATION TECHNIQUE IN 21st CENTURY

Xin Yao, 2001 .

Estimation of distribution algorithms for testing object oriented software

Xin Yao, Ramón Sagarna, Andrea Arcuri, 2007, 2007 IEEE Congress on Evolutionary Computation.

Dynamic Sampling Approach to Training Neural Networks for Multiclass Imbalance Classification

Xin Yao, Ke Tang, Minlong Lin, 2013, IEEE Transactions on Neural Networks and Learning Systems.

Touchable Computing: Computing-Inspired Bio-Detection

Xin Yao, Yifan Chen, Tadashi Nakano, 2017, IEEE Transactions on NanoBioscience.

DIVACE: Diverse and Accurate Ensemble Learning Algorithm

Xin Yao, Arjun Chandra, X. Yao, 2004, IDEAL.

A Scalable Approach to Capacitated Arc Routing Problems Based on Hierarchical Decomposition

Xiaodong Li, Xin Yao, Ke Tang, 2017, IEEE Transactions on Cybernetics.

Parallel Problem Solving from Nature PPSN VI: 6th International Conference Paris, France, September 18-20, 2000 Proceedings

Xin Yao, Günter Rudolph, Marc Schoenauer, 2000 .

Evolutionary Artificial Neural Networks That Learn and Generalise Well

Xin Yao, Yong Liu, X. Yao, 1996 .

Temperature management for heterogeneous multi-core FPGAs using adaptive evolutionary multi-objective approaches

Xin Yao, Peter R. Lewis, Renzhi Chen, 2014, 2014 IEEE International Conference on Evolvable Systems.

Selected Aspects of Natural Computing

Xin Yao, Kalyanmoy Deb, David W. Corne, 2012, Handbook of Natural Computing.

A Learning-to-Rank Algorithm for Constructing Defect Prediction Models

Xin Yao, Ke Tang, Xiaoxing Yang, 2012, IDEAL.

Challenges and opportunities in dynamic optimisation

Xin Yao, X. Yao, 2013, GECCO.

Evolutionary programming using mutations based on the Levy probability distribution

Xin Yao, Chang-Yong Lee, X. Yao, 2004, IEEE Transactions on Evolutionary Computation.

Linear dimensionality reduction using relevance weighted LDA

Xin Yao, A. Kai Qin, Ponnuthurai N. Suganthan, 2005, Pattern Recognit..

A Computational Intelligence Approach to Railway Track Intervention Planning

Xin Yao, Michael Burrow, Derek Bartram, 2008, Evolutionary Computation in Practice.

Editorial to the special issue on "Theoretical Foundations of Evolutionary Computation"

Per Kristian Lehre, Xin Yao, Frank Neumann, 2012, Theor. Comput. Sci..

Evolutionary computation benchmarking repository [Developmental Tools]

Xin Yao, B. Sendhoff, M. Roberts, 2006, IEEE Computational Intelligence Magazine.

Maximizing Non-monotone/Non-submodular Functions by Multi-objective Evolutionary Algorithms pdf

Xin Yao, Yang Yu, Zhi-Hua Zhou, 2017, ArXiv.

Automatic Parameter Tuning using Bayesian Optimization Method

Xin Yao, Yuanxiang Li, Bo Yuan, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Emergent Distribution of Computational Workload in the Evolution of an Undulatory Animat

Xin Yao, Bernhard Sendhoff, Ben Jones, 2010, SAB.

Community Detection Using Cooperative Co-evolutionary Differential Evolution

Qiang Huang, Xin Yao, Mirco Musolesi, 2012, PPSN.

Multi-colony ant algorithms for the dynamic travelling salesman problem

Xin Yao, Shengxiang Yang, Michalis Mavrovouniotis, 2014, 2014 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments (CIDUE).

What are dynamic optimization problems?

Xin Yao, Bernhard Sendhoff, Peter R. Lewis, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Recent Advances in Evolutionary Computation

Xin Yao, Yong Xu, X. Yao, 2006, Journal of Computer Science and Technology.

Optimisation and Learning in Neural Network Learning

Xin Yao, Yong Liu, X. Yao, 2003, Modelling, Simulation, and Optimization.

Socio-economic vision graph generation and handover in distributed smart camera networks

Xin Yao, Bernhard Rinner, Peter R. Lewis, 2014, TOSN.

Multi-start JADE with knowledge transfer for numerical optimization

Fei Peng, Xin Yao, Guoliang Chen, 2009, IEEE Congress on Evolutionary Computation.

Adapting Self-Adaptive Parameters in Evolutionary Algorithms

Xin Yao, Ko-Hsin Liang, Charles S. Newton, 2001, Applied Intelligence.

Fitness Landscape-Based Parameter Tuning Method for Evolutionary Algorithms for Computing Unique Input Output Sequences

Xin Yao, Jinlong Li, Guanzhou Lu, 2011, ICONIP.

Evolutionary algorithms for the project scheduling problem: runtime analysis and improved design

Dirk Sudholt, Xin Yao, Leandro L. Minku, 2012, GECCO '12.

The Evolution of Connectionist Networks

Xin Yao, X. Yao, 1994 .

Dynamic selection of evolutionary operators based on online learning and fitness landscape analysis

Xin Yao, Yi Mei, Leandro L. Minku, 2016, Soft Comput..

Initial population diversity as a wild goose chase: Phenotypic effects sometimes dominate

Xin Yao, Paul J. Darwen, P. Darwen, 1999 .

A Survey of Automatic Parameter Tuning Methods for Metaheuristics

Xin Yao, Yuanxiang Li, Changwu Huang, 2020, IEEE Transactions on Evolutionary Computation.

Learning in the Model Space for Cognitive Fault Diagnosis

Huanhuan Chen, Peter Tiño, Xin Yao, 2014, IEEE Transactions on Neural Networks and Learning Systems.

From Evolutionary Computation to Natural Computation

Xin Yao, X. Yao, 2002 .

A Global Repair Operator for Capacitated Arc Routing Problem

Xin Yao, Yi Mei, Ke Tang, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Touchable computation: Computing-inspired bio-detection

Xin Yao, Yifan Chen, Tadashi Nakano, 2017, 2017 IEEE 18th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC).

Evolution of Neural Organization in a Hydra-Like Animat

Xin Yao, Bernhard Sendhoff, Ben Jones, 2008, ICONIP.

DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization

Xiaodong Li, Ming Yang, Xin Yao, 2017, IEEE Transactions on Evolutionary Computation.

Time complexity of evolutionary algorithms for combinatorial optimization: A decade of results

Xin Yao, Jun He, Pietro S. Oliveto, 2007, Int. J. Autom. Comput..

Multiobjective genetic programming for maximizing ROC performance

Xin Yao, Ke Tang, Thomas Weise, 2014, Neurocomputing.

Accelerating Large-Scale Multiobjective Optimization via Problem Reformulation

Xin Yao, Ye Tian, Yaochu Jin, 2019, IEEE Transactions on Evolutionary Computation.

Online Class Imbalance Learning and its Applications in Fault Detection

Xin Yao, Leandro L. Minku, Shuo Wang, 2013, Int. J. Comput. Intell. Appl..

Trade-Off Between Diversity and Accuracy in Ensemble Generation

Huanhuan Chen, Xin Yao, Arjun Chandra, 2006, Multi-Objective Machine Learning.

Nadir point estimation for many-objective optimization problems based on emphasized critical regions

Xin Yao, Handing Wang, Shan He, 2017, Soft Comput..

On the approximation ability of evolutionary optimization with application to minimum set cover

Xin Yao, Yang Yu, Zhi-Hua Zhou, 2010, Artif. Intell..

The potential benefit of relevance vector machine to software effort estimation

Xin Yao, Liyan Song, Leandro L. Minku, 2014, PROMISE.

A Cluster-Based Semisupervised Ensemble for Multiclass Classification

Huanhuan Chen, Xin Yao, Rodrigo G. F. Soares, 2017, IEEE Transactions on Emerging Topics in Computational Intelligence.

Self-optimizing architecture for ensuring Quality Attributes in the cloud

Xin Yao, Rami Bahsoon, Vivek Nallur, 2009, 2009 Joint Working IEEE/IFIP Conference on Software Architecture & European Conference on Software Architecture.

Call routing by simulated annealing

Xin Yao, Nitin Kanani, X. Yao, 1995, IEA/AIE '95.

Recent Advances in Simulated Evolution and Learning [extended and revised papers selected from the 4th Asia-Pacific Conference on Simulated Evolution and Learning, SEAL 2002, 18-22 November 2002, Singapore]

Xin Yao, Kay Chen Tan, Meng-Hiot Lim, 2004, SEAL.

A Learning-to-Rank Approach to Software Defect Prediction

Xin Yao, Ke Tang, Xiaoxing Yang, 2015, IEEE Transactions on Reliability.

Robust Salting Route Optimization Using Evolutionary Algorithms

Xin Yao, Lee Chapman, Hisashi Handa, 2007, Evolutionary Computation in Dynamic and Uncertain Environments.

Robust twin boosting for feature selection from high-dimensional omics data with label noise

Huanhuan Chen, Xin Yao, Zexuan Zhu, 2015, Inf. Sci..

Bandit-based cooperative coevolution for tackling contribution imbalance in large-scale optimization problems

Xin Yao, Xiaodong Li, A. Kai Qin, 2019, Appl. Soft Comput..

Does extra genetic diversity maintain escalation in a co-evolutionary arms race

Xin Yao, Paul J. Darwen, P. Darwen, 2000 .

Efficient Forward Regression with Marginal Likelihood

Xin Yao, Ping Sun, 2006, ESANN.

Negative correlation in incremental learning

Xin Yao, Fernanda L. Minku, Hirotaka Inoue, 2009, Natural Computing.

An iterative pseudo-gap enumeration approach for the Multidimensional Multiple-choice Knapsack Problem

Xin Yao, Chao Gao, Jinlong Li, 2017, Eur. J. Oper. Res..

Parallel evolutionary programming

Xin Yao, Shisanu Tongchim, 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).

Model representation and cooperative coevolution for finite-state machine evolution

Grant Dick, Xin Yao, X. Yao, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Cooperatively Coevolving Particle Swarms for Large Scale Optimization

Xiaodong Li, Xin Yao, X. Yao, 2012, IEEE Transactions on Evolutionary Computation.

Tackling high dimensional nonseparable optimization problems by cooperatively coevolving particle swarms

Xiaodong Li, Xin Yao, X. Yao, 2009, 2009 IEEE Congress on Evolutionary Computation.

Online QoS Modeling in the Cloud: A Hybrid and Adaptive Multi-learners Approach

Xin Yao, Rami Bahsoon, Tao Chen, 2014, 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing.

Objective reduction based on nonlinear correlation information entropy

Xin Yao, Handing Wang, X. Yao, 2016, Soft Comput..

Relationship Between Generalization and Diversity in Coevolutionary Learning

Peter Tiño, Xin Yao, Siang Yew Chong, 2009, IEEE Transactions on Computational Intelligence and AI in Games.

A novel co-evolutionary approach to automatic software bug fixing

Xin Yao, Andrea Arcuri, X. Yao, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

A Memetic Genetic Programming with decision tree-based local search for classification problems

Xin Yao, Ke Tang, Pu Wang, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

When is an estimation of distribution algorithm better than an evolutionary algorithm?

Per Kristian Lehre, Xin Yao, Tianshi Chen, 2009, 2009 IEEE Congress on Evolutionary Computation.

Maximizing submodular or monotone approximately submodular functions by multi-objective evolutionary algorithms

Zhi-Hua Zhou, Xin Yao, Chao Qian, 2017, Artif. Intell..

Robust Solution of Salting Route Optimisation Using Evolutionary Algorithms

Xin Yao, Lee Chapman, Hisashi Handa, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Evolving neural networks for Hang Seng stock index forecast

Xin Yao, Yong Liu, X. Yao, 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

Constraint Handling in NSGA-II for Solving Optimal Testing Resource Allocation Problems

Xin Yao, Jianguo Jiang, Miqing Li, 2017, IEEE Transactions on Reliability.

Learning and Evolution by Minimization of Mutual Information

Xin Yao, Yong Liu, 2002, PPSN.

Parallel population-based algorithm portfolios: An empirical study

Xin Yao, Alper Bastürk, Adem Kalinli, 2017, Neurocomputing.

Evolutionary Dynamic Optimization: Challenges and Perspectives

Xin Yao, Philipp Rohlfshagen, X. Yao, 2013 .

Multiobjective Neural Network Ensembles Based on Regularized Negative Correlation Learning

Huanhuan Chen, Xin Yao, X. Yao, 2010, IEEE Transactions on Knowledge and Data Engineering.

Resource-aware configuration in smart camera networks

Xin Yao, Bernhard Rinner, Peter R. Lewis, 2012, 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops.

IEEE CIFEr 2014 - Leading Forum on Computational Finance and Economics Research in Academia and Industry [Conference Reports]

Xin Yao, Antoaneta Serguieva, Alexander Lipton, 2014, IEEE Comput. Intell. Mag..

A comparative study of three evolutionary algorithms incorporating different amounts of domain knowledge for node covering problem

Xin Yao, Jun He, Jin Li, 2005, IEEE Trans. Syst. Man Cybern. Part C.

Erratum to: Drift analysis and average time complexity of evolutionary algorithms [Artificial Intelligence 127 (2001) 57-85]

Xin Yao, Jun He, X. Yao, 2002, Artif. Intell..

Variable Interaction in Multi-objective Optimization Problems

Xin Yao, Kalyanmoy Deb, Ke Li, 2016, PPSN.

To understand one-dimensional continuous fitness landscapes by drift analysis

Qingfu Zhang, Xin Yao, Jun He, 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).

QoS-aware long-term based service composition in cloud computing

Xin Yao, A. Kai Qin, Ke Tang, 2015, 2015 IEEE Congress on Evolutionary Computation (CEC).

Negatively Correlated Cooperative Search pdf

Xin Yao, Ke Tang, Peng Yang, 2015, ArXiv.

Analysis of Scalable Parallel Evolutionary Algorithms

Xin Yao, Jun He, X. Yao, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Neural networks ensembles for short-term load forecasting

Xin Yao, Matteo De Felice, 2011, 2011 IEEE Symposium on Computational Intelligence Applications In Smart Grid (CIASG).

A dilemma for fitness sharing with a scaling function

Xin Yao, P. Darwen, P. Darwen, 1995, Proceedings of 1995 IEEE International Conference on Evolutionary Computation.

Runtime analysis of (1+l) EA on computing unique input output sequences

Per Kristian Lehre, Xin Yao, X. Yao, 2007, 2007 IEEE Congress on Evolutionary Computation.

An Evolutionary Multiobjective Approach to Sparse Reconstruction

Xin Yao, Maoguo Gong, Lin Li, 2014, IEEE Transactions on Evolutionary Computation.

SIMULATED ANNEALING AND JOINT MANUFACTURING BATCH-SIZING

Xin Yao, Ruhul A. Sarker, X. Yao, 2003 .

On Reliability Of Simulations Of Complex Co-Evolutionary Processes

Peter Tiño, Xin Yao, Siang Yew Chong, 2010, ECMS.

Simultaneous training of negatively correlated neural networks in an ensemble

Xin Yao, Yong Liu, X. Yao, 1999, IEEE Trans. Syst. Man Cybern. Part B.

Cooperative Co-evolution with delta grouping for large scale non-separable function optimization

Xiaodong Li, Xin Yao, Mohammad Nabi Omidvar, 2010, IEEE Congress on Evolutionary Computation.

Negatively Correlated Search

Xin Yao, Ke Tang, Peng Yang, 2015, IEEE Journal on Selected Areas in Communications.

Boosting Kernel Models for Regression

Xin Yao, Ping Sun, X. Yao, 2006, Sixth International Conference on Data Mining (ICDM'06).

Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning

Huanhuan Chen, Xin Yao, Xiaoli Li, 2009, ICANN.

Special Issue on "Nature Inspired Problem-Solving"

Xin Yao, Ke Tang, 2008, Inf. Sci..

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning

Lifeng Sun, Xin Yao, Rui-Xiao Zhang, 2019, ACM Multimedia.

Automatic feature-queried bird identification system based on entropy and fuzzy similarity

Xin Yao, Thorsten Schnier, Xingqi Wang, 2008, Expert Syst. Appl..

Make Fast Evolutionary Programming Robust by Search Step Control

Xin Yao, Yong Liu, X. Yao, 2006, ICNC.

A New Multi-objective Evolutionary Optimisation Algorithm: The Two-Archive Algorithm

Xin Yao, Kata Praditwong, X. Yao, 2006, 2006 International Conference on Computational Intelligence and Security.

Combining conformal prediction and genetic programming for symbolic interval regression

Xin Yao, Nguyen Xuan Hoai, Thuong Pham Thi, 2017, GECCO.

Benchmark Generator for the IEEE WCCI-2014 Competition on Evolutionary Computation for Dynamic Optimization Problems: Dynamic Rotation Peak Benchmark Generator (DRPBG) and Dynamic Composition Benchmark Generator (DCBG)

Xin Yao, Changhe Li, Michalis Mavrovouniotis, 2013 .

On the role of modularity in evolutionary dynamic optimisation

Xin Yao, Philipp Rohlfshagen, X. Yao, 2010, IEEE Congress on Evolutionary Computation.

Hybridisation of Particle Swarm Optimization and Fast Evolutionary Programming

Xin Yao, Zhenyu Yang, Jingsong He, 2006, SEAL.

Fast Evolution Strategies

Xin Yao, Yong Liu, X. Yao, 1997, Evolutionary Programming.

Variable neighborhood decomposition for Large Scale Capacitated Arc Routing Problem

Xiaodong Li, Xin Yao, Yi Mei, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Experimental study on population-based incremental learning algorithms for dynamic optimization problems

Xin Yao, Shengxiang Yang, X. Yao, 2005, Soft Comput..

Hybridisation of evolutionary programming and machine learning with k-nearest neighbor estimation

Xin Yao, Zhenyu Yang, Jingsong He, 2007, 2007 IEEE Congress on Evolutionary Computation.

An immigrants scheme based on environmental information for genetic algorithms in changing environments

Xin Yao, Xin Yu, Ke Tang, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

A Note on Problem Difficulty Measures in Black-Box Optimization: Classification, Realizations and Predictability

Xin Yao, Colin R. Reeves, Carsten Witt, 2007, Evolutionary Computation.

Application of Genetic Algorithm and K-Nearest Neighbour Method in Real World Medical Fraud Detection Problem

Xin Yao, Hongxing He, Warwick Graco, 2000, J. Adv. Comput. Intell. Intell. Informatics.

President's Message

Xin Yao, X. Yao, 2009, IEEE Comput. Intell. Mag..

Benchmark Functions for the CEC'2018 Competition on Dynamic Multiobjective Optimization

Xin Yao, Kay Chen Tan, Shengxiang Yang, 2018 .

Efficient Resource Allocation in Cooperative Co-Evolution for Large-Scale Global Optimization

Xiaodong Li, Ming Yang, Xin Yao, 2017, IEEE Transactions on Evolutionary Computation.

Turning High-Dimensional Optimization Into Computationally Expensive Optimization

Xin Yao, Ke Tang, Peng Yang, 2018, IEEE Transactions on Evolutionary Computation.

Research on Real-Time Flow Abnormal Traffic Detection System Based on DDoS Attack

Xin Yao, Chundong Wang, Xin Yue, 2016 .

Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems

Xin Yao, Jialin Liu, Hao Tong, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

A Benchmark Generator for Dynamic Permutation-Encoded Problems

Xin Yao, Shengxiang Yang, Michalis Mavrovouniotis, 2012, PPSN.

Non-uniform mutation rates for problems with unknown solution lengths

Per Kristian Lehre, Xin Yao, Stephan Cathabard, 2011, FOGA '11.

Evolutionary Ensemble for In Silico Prediction of Ames Test Mutagenicity

Huanhuan Chen, Xin Yao, 2007, ICIC.

A Memetic Algorithm for test data generation of Object-Oriented software

Xin Yao, Andrea Arcuri, X. Yao, 2007, 2007 IEEE Congress on Evolutionary Computation.

Capacitated arc routing problem in uncertain environments

Xin Yao, Yi Mei, Ke Tang, 2010, IEEE Congress on Evolutionary Computation.

Cooperative Co-evolution for large scale optimization through more frequent random grouping

Xiaodong Li, Xin Yao, Zhenyu Yang, 2010, IEEE Congress on Evolutionary Computation.

An effective evolutionary algorithm for discrete-valued data clustering

Xin Yao, Keith C. C. Chan, Patrick C. H. Ma, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

A Competitive Divide-and-Conquer Algorithm for Unconstrained Large-Scale Black-Box Optimization

Xiaodong Li, Xin Yao, Yi Mei, 2016, ACM Trans. Math. Softw..

The impact of parameter tuning on software effort estimation using learning machines

Xin Yao, Liyan Song, Leandro L. Minku, 2013, PROMISE.

Differential Privacy-Based Location Protection in Spatial Crowdsourcing

Xin Yao, Jin Zhang, Yaping Lin, 2019, IEEE Transactions on Services Computing.

An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem

Xin Yao, Gabriela Ochoa, Leandro L. Minku, 2016, PPSN.

A Unified Markov Chain Approach to Analysing Randomised Search Heuristics pdf

Xin Yao, Jun He, Feidun He, 2013, ArXiv.

Feature Selection for Microarray Data Using Least Squares SVM and Particle Swarm Optimization

Xin Yao, Ponnuthurai N. Suganthan, E. Ke Tang, 2005, 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology.

The Iterated Prisoners' Dilemma - 20 Years On

Xin Yao, Graham Kendall, Siang Yew Chong, 2007, Advances in Natural Computation.

Representation Learning for Heterogeneous Information Networks via Embedding Events pdf

Xin Yao, Bo Yuan, Qiqi Duan, 2019, ICONIP.

Surrogate-Assisted Expensive Many-Objective Optimization by Model Fusion

Xin Yao, Yaochu Jin, Ran Cheng, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Evolutionary ensembles with negative correlation learning

Xin Yao, Yong Liu, Tetsuya Higuchi, 2000, IEEE Trans. Evol. Comput..

Runtime analysis of search heuristics on software engineering problems

Per Kristian Lehre, Xin Yao, X. Yao, 2009, Frontiers of Computer Science in China.

Multiclass Imbalance Problems: Analysis and Potential Solutions

Xin Yao, Shuo Wang, X. Yao, 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Learning in the Model Space for Fault Diagnosis pdf

Huanhuan Chen, Peter Tiño, Xin Yao, 2012, ArXiv.

Maintaining Population Diversity By Minimizing Mutual Information

Xin Yao, Yong Liu, 2002, GECCO.

Markets and Clouds: Adaptive and Resilient Computational Resource Allocation Inspired by Economics

Xin Yao, Rami Bahsoon, Peter R. Lewis, 2014, Adaptive, Dynamic, and Resilient Systems.

A Selected Introduction to Evolutionary Computation

Xin Yao, 2005 .

Credit Assignment Among Neurons in Co-evolving Populations

Xin Yao, Bernhard Sendhoff, Vineet R. Khare, 2004, PPSN.

Environments Conducive to Evolution of Modularity

Xin Yao, Bernhard Sendhoff, Vineet R. Khare, 2006, PPSN.

From nature to computing and back

Xin Yao, Ke Tang, X. Yao, 2009, Frontiers of Computer Science in China.

Dynamic Time-Linkage Problems Revisited

Xin Yao, Trung Thanh Nguyen, 2009, EvoWorkshops.

Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite

Xin Yao, Shengxiang Yang, Miqing Li, 2018, IEEE Transactions on Evolutionary Computation.

Self-adaptive differential evolution with neighborhood search

Xin Yao, Zhenyu Yang, Ke Tang, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

A method of detecting an error in the next-generation network

Xin Yao, Jianxiong Wei, Xin Yao, 2006 .

Population-Based Algorithm Portfolios for Numerical Optimization

Fei Peng, Xin Yao, Guoliang Chen, 2010, IEEE Transactions on Evolutionary Computation.

On the Easiest and Hardest Fitness Functions

Xin Yao, Tianshi Chen, Jun He, 2012, IEEE Transactions on Evolutionary Computation.

Negative Correlation Ensemble Learning for Ordinal Regression

Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao, 2013, IEEE Transactions on Neural Networks and Learning Systems.

Dynamic salting route optimisation using evolutionary computation

Xin Yao, Lee Chapman, Hisashi Handa, 2005, 2005 IEEE Congress on Evolutionary Computation.

Promises and challenges of evolvable hardware

Xin Yao, Tetsuya Higuchi, X. Yao, 1996, IEEE Trans. Syst. Man Cybern. Part C.

Proceedings of the IJCAI 2017 Workshop on Learning in the Presence of Class Imbalance and Concept Drift (LPCICD'17) pdf

Xin Yao, Nitesh V. Chawla, Leandro L. Minku, 2017, ArXiv.

Semisupervised Classification With Cluster Regularization

Huanhuan Chen, Xin Yao, Rodrigo G. F. Soares, 2012, IEEE Transactions on Neural Networks and Learning Systems.

Finding Robust Solutions to Dynamic Optimization Problems

Xin Yao, Bernhard Sendhoff, Ke Tang, 2013, EvoApplications.

Target shape design optimization by evolving B-splines with cooperative coevolution

Xin Yao, Bernhard Sendhoff, Zhenyu Yang, 2016, Appl. Soft Comput..

Estimation of the Distribution Algorithm With a Stochastic Local Search for Uncertain Capacitated Arc Routing Problems

Xin Yao, José Antonio Lozano, Ke Tang, 2016, IEEE Transactions on Evolutionary Computation.

Selected papers from the AI'93 and AI'94 Workshops on Evolutionary Computation, Process in Evolutionary Computation

Xin Yao, X. Yao, 1993 .

Integration of Preferences in Decomposition Multiobjective Optimization

Xin Yao, Geyong Min, Ke Li, 2017, IEEE Transactions on Cybernetics.

Performance of infeasibility driven evolutionary algorithm (IDEA) on constrained dynamic single objective optimization problems

Tapabrata Ray, Xin Yao, Trung Thanh Nguyen, 2009, 2009 IEEE Congress on Evolutionary Computation.

Cooperative Co-Evolution With Differential Grouping for Large Scale Optimization

Xiaodong Li, Xin Yao, Yi Mei, 2014, IEEE Transactions on Evolutionary Computation.

Improved memetic algorithm for Capacitated Arc Routing Problem

Xin Yao, Yi Mei, Ke Tang, 2009, 2009 IEEE Congress on Evolutionary Computation.

Many-Objective Evolutionary Algorithms

Xin Yao, Ke Tang, Jinlong Li, 2015, ACM Comput. Surv..

Evolutionary Market Agents for Resource Allocation in Decentralised Systems

Xin Yao, Peter R. Lewis, Paul Marrow, 2008, PPSN.

The Role of Degenerate Robustness in the Evolvability of Multi-agent Systems in Dynamic Environments

Xin Yao, Philipp Rohlfshagen, James M. Whitacre, 2010, PPSN.

The time complexity analysis of a class of gene expression programming

Xin Yao, Peng Ye, Youcong Ni, 2014, Soft Computing.

An Evolutionary Approach to Modeling Radial Brightness Distributions in Elliptical Galaxies

Xin Yao, Jin Li, Somak Raychaudhury, 2004, PPSN.

Cooperative Coevolutionary Algorithm-Based Model Predictive Control Guaranteeing Stability of Multirobot Formation

Xin Yao, Hyun Myung, Hanguen Kim, 2015, IEEE Transactions on Control Systems Technology.

Evolving Neural Network Ensembles by Minimization of Mutual Information

Xin Yao, Yong Liu, X. Yao, 2004, Int. J. Hybrid Intell. Syst..

Self-Interference Cancellation in Radar Jammer Based on Deep Neural Networks

Xin Yao, Xiaoyu Li, Xihang Yin, 2020, ICDSP.

A multi-modal optimization approach to single path planning for unmanned aerial vehicle

Xin Yao, Ke Tang, Peng Yang, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Algorithm portfolio for individual-based surrogate-assisted evolutionary algorithms

Xin Yao, Jialin Liu, Hao Tong, 2019, GECCO.

Concept drift detection for online class imbalance learning

Peter Tiño, Xin Yao, Leandro L. Minku, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

An analysis of diversity measures

Xin Yao, Ponnuthurai N. Suganthan, E. Ke Tang, 2006, Machine Learning.

Differential evolution for high-dimensional function optimization

Xin Yao, Zhenyu Yang, Ke Tang, 2007, 2007 IEEE Congress on Evolutionary Computation.

A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design

Qingfu Zhang, Xin Yao, Jianyong Sun, 2006, SEAL.

Enabling Virtual Machines and Scatter/Gather I/O Using ShernCod

Xin Yao, Yuan Yuan Li, Ming Chun Wang, 2012 .

A Comparison of GAs Penalizing Infeasible Solutions and Repairing Infeasible Solutions on the 0-1 Knapsack Problem

Yuren Zhou, Xin Yao, Jun He, 2008, Theory of Evolutionary Algorithms.

A Memetic Algorithm for Multi-Level Redundancy Allocation

Xin Yao, Ke Tang, Zai Wang, 2010, IEEE Transactions on Reliability.

Large scale evolutionary optimization using cooperative coevolution

Xin Yao, Ke Tang, Zhenyu Yang, 2008, Inf. Sci..

Newly Elected CIS Administrative Committee Members (2015-2017) [Society Briefs]

Xin Yao, X. Yao, 2015, IEEE Computational Intelligence Magazine.

A New Evolutionary Algorithm with Structure Mutation for the Maximum Balanced Biclique Problem

Bin Li, Huanhuan Chen, Xin Yao, 2015, IEEE Transactions on Cybernetics.

Application of Fuzzy Similarity to Prediction of Epileptic Seizures Using EEG Signals

Xin Yao, Xiaoli Li, Xiaoli Li, 2005, FSKD.

Automatic Modularization with Speciated Neural Network Ensemble

Xin Yao, Vineet R. Khare, X. Yao, 2002, Asia-Pacific Conference on Simulated Evolution and Learning.

Finding Approximate Solutions to NP-Hard Problems by Neural Networks is Hard

Xin Yao, X. Yao, 1992, Inf. Process. Lett..

of Birmingham Quality evaluation of solution sets in multiobjective optimisation

Xin Yao, Miqing Li, M. Li, 2019 .

A novel and practicable on-chip adaptive lossless image compression scheme using intrinsic evolvable hardware

Xin Yao, Jingsong He, Yunbi Chen, 2007, Connect. Sci..

The importance of maintaining behavioural link between parents and offspring

Xin Yao, X. Yao, 1997, Proceedings of 1997 IEEE International Conference on Evolutionary Computation (ICEC '97).

How does evolutionary computation fit into IT postgraduate teaching

Xin Yao, X. Yao, 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

Adjusting Parallel Coordinates for Investigating Multi-objective Search

Xin Yao, Dezhong Peng, Miqing Li, 2017, SEAL.

Theoretical foundations of evolutionary computation

Xiaodong Li, Xin Yao, Wenjian Luo, 2007, Genetic Programming and Evolvable Machines.

A study of drift analysis for estimating computation time of evolutionary algorithms

Xin Yao, Jun He, X. Yao, 2004, Natural Computing.

Evolutionary Computation in Behavior Engineering

Marco Colombetti, Xin Yao, Marco Dorigo, 1999 .

Ieee Transactions on Knowledge and Data Engineering 1 Relationships between Diversity of Classification Ensembles and Single-class Performance Measures

Xin Yao, Shuo Wang, X. Yao, 2022 .

Software effort estimation as a multiobjective learning problem

Xin Yao, Leandro L. Minku, X. Yao, 2013, TSEM.

Digital filter design using multiple pareto fronts

Xin Yao, Pin Liu, Thorsten Schnier, 2004, Soft Comput..

Learning Words from Context: A Powerful Associative Mechanism of Early Word Learning

Xin Yao, Vladimir M. Sloutsky, 2009 .

Parallel Problem Solving from Nature PPSN VI

Xin Yao, Marc Schoenauer, Hans-Paul Schwefel, 2000, Lecture Notes in Computer Science.

A wavelet-based data pre-processing analysis approach in mass spectrometry

Xin Yao, Xiaoli Li, Jin Li, 2007, Comput. Biol. Medicine.

Kernel Truncated Regression Representation for Robust Subspace Clustering pdf

Xin Yao, Dezhong Peng, Liangli Zhen, 2017, Inf. Sci..

Big Data Analytics, Data Science and the CIS [President's Message]

Xin Yao, X. Yao, 2015, IEEE Computational Intelligence Magazine.

How to make best use of cross-company data in software effort estimation?

Xin Yao, Leandro L. Minku, 2014, ICSE.

Evolutionary framework for the construction of diverse hybrid ensembles

Xin Yao, Arjun Chandra, X. Yao, 2005, ESANN.

Ensemble structure of evolutionary artificial neural networks

Xin Yao, Yong Liu, X. Yao, 1996, Proceedings of IEEE International Conference on Evolutionary Computation.

A New Approach for Analyzing Average Time Complexity of Population-Based Evolutionary Algorithms on Unimodal Problems

Xin Yao, Tianshi Chen, Guangzhong Sun, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Scaling Up Dynamic Optimization Problems: A Divide-and-Conquer Approach

Xin Yao, Jürgen Branke, Trung Thanh Nguyen, 2020, IEEE Transactions on Evolutionary Computation.

Evolving materialized views in data warehouse

Xin Yao, Jian Yang, Chuan Zhang, 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

Hybridizing Cultural Algorithms and Local Search

Xin Yao, Trung Thanh Nguyen, X. Yao, 2006, Ideal.

Classification-assisted Differential Evolution for computationally expensive problems

Xin Yao, Ke Tang, Xiaofen Lu, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Analysis of the $(1+1)$-EA for Finding Approximate Solutions to Vertex Cover Problems

Pietro Simone Oliveto, Xin Yao, Jun He, 2009, IEEE Transactions on Evolutionary Computation.

Predicting bike sharing demand using recurrent neural networks

Xin Yao, Yan Pan, Jiaxi Zhang, 2018, IIKI.

The impact of noise on iterated prisoner's dilemma with multiple levels of cooperation

Xin Yao, Siang Yew Chong, S. Y. Chong, 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).

Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning

Xin Yao, Ke Tang, Liangpeng Zhang, 2017, NIPS.

A Memetic Algorithm for VLSI Floorplanning

Xin Yao, Maolin Tang, X. Yao, 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Scalability of generalized adaptive differential evolution for large-scale continuous optimization

Xin Yao, Zhenyu Yang, Ke Tang, 2010, Soft Comput..

Learning Topological Representation for Networks via Hierarchical Sampling

Xin Yao, Chengbin Hou, Guoji Fu, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

How Good is Fitness Sharing with a Scaling Function

Xin Yao, Paul J. Darwen, 1995 .

Designing Neural Network Ensembles by Minimizing Mutual Information

Xin Yao, Yong Liu, Tetsuya Higuchi, 2003 .

The Minimum Redundancy - Maximum Relevance Approach to Building Sparse Support Vector Machines

Xin Yao, Ke Tang, Xiaoxing Yang, 2009, IDEAL.

A framework for finding robust optimal solutions over time

Xin Yao, Xin Yu, Bernhard Sendhoff, 2013, Memetic Comput..

Benchmark Functions for CEC ’ 2017 Competition on Evolutionary Many-Objective Optimization

Xin Yao, Shengxiang Yang, Ye Tian, 2017 .

European Journal of Operational Research an Efficient Local Search Heuristic with Row Weighting for the Unicost Set Covering Problem

Xin Yao, Chao Gao, Thomas Weise, 2022 .

Progress in Evolutionary Computation

Xin Yao, Xin Yao, Xin Yao, 1995, Lecture Notes in Computer Science.

Multiobjective Learning in the Model Space for Time Series Classification

Huanhuan Chen, Xin Yao, Bo Yuan, 2019, IEEE Transactions on Cybernetics.

Speciated Evolutionary Algorithm for Dynamic Constrained Optimisation

Xin Yao, Ke Tang, Xiaofen Lu, 2016, PPSN.

An evaluation of Differential Evolution in software test data generation

Xin Yao, Ricardo Landa Becerra, Ramón Sagarna, 2009, 2009 IEEE Congress on Evolutionary Computation.

An Efficient Evolutionary Approach to Parameter Identification in a Building Thermal Model

Xin Yao, Zhenyu Yang, Xiaoli Li, 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

Bagging and Boosting Negatively Correlated Neural Networks

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Improved adaptivity and robustness in decentralised multi-camera networks

Xin Yao, Bernhard Rinner, Peter R. Lewis, 2012, 2012 Sixth International Conference on Distributed Smart Cameras (ICDSC).

Graph-Based Approaches for Over-Sampling in the Context of Ordinal Regression

Pedro Antonio Gutiérrez, César Hervás-Martínez, Xin Yao, 2015, IEEE Transactions on Knowledge and Data Engineering.

Selective negative correlation learning approach to incremental learning

Xin Yao, Ke Tang, Fernanda L. Minku, 2009, Neurocomputing.

Evolving artificial neural network ensembles

Xin Yao, Md. Monirul Islam, 2008 .

Recurring Two-Stage Evolutionary Programming: A Novel Approach for Numeric Optimization

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

The GRD Chip: Genetic Reconfiguration of DSPs for Neural Network Processing

Xin Yao, Isamu Kajitani, Masaya Iwata, 1999, IEEE Trans. Computers.

Two-Archive Evolutionary Algorithm for Constrained Multiobjective Optimization

Xin Yao, Guangtao Fu, Ke Li, 2017, IEEE Transactions on Evolutionary Computation.

Conclusions and Outlook

Marco Platzner, Xin Yao, Bernhard Rinner, 2016, Self-aware Computing Systems.

Cooperative Coevolution With Route Distance Grouping for Large-Scale Capacitated Arc Routing Problems

Xiaodong Li, Xin Yao, Yi Mei, 2014, IEEE Transactions on Evolutionary Computation.

Changing or keeping solutions in dynamic optimization problems with switching costs

Xin Yao, Jürgen Branke, Trung Thanh Nguyen, 2018, GECCO.

A Survey and Taxonomy of Self-Aware and Self-Adaptive Cloud Autoscaling Systems

Xin Yao, Rami Bahsoon, Tao Chen, 2016, ACM Comput. Surv..

On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments

Xin Yao, Yang Yu, Zhi-Hua Zhou, 2014, Evolutionary Computation.

A Survey on Evolutionary Computation Approaches to Feature Selection

Xin Yao, Mengjie Zhang, Bing Xue, 2016, IEEE Transactions on Evolutionary Computation.

Following the path of evolvable hardware

Xin Yao, Xin Yao, 1999, CACM.

Cooperative Co-Evolutionary Module Identification With Application to Cancer Disease Module Discovery

Qiang Huang, Xin Yao, Zexuan Zhu, 2016, IEEE Transactions on Evolutionary Computation.

Adaptive Divide-and-Conquer Using Populations and Ensembles

Xin Yao, X. Yao, 2003, International Conference on Machine Learning and Applications.

Using unreliable data for creating more reliable online learners

Xin Yao, Leandro L. Minku, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Decomposition analysis of factors affecting carbon dioxide emissions across provinces in China

Xin Yao, Aijun Li, Aizhen Zhang, 2017 .

Improvement of Reference Points for Decomposition Based Multi-objective Evolutionary Algorithms

Xin Yao, Hemant K. Singh, 2017, SEAL.

Meta-Heuristic Combining Prior Online and Offline Information for the Quadratic Assignment Problem

Qingfu Zhang, Xin Yao, Jianyong Sun, 2014, IEEE Transactions on Cybernetics.

Scaling Up Estimation of Distribution Algorithms for Continuous Optimization

Peter Tiño, Xin Yao, Tianshi Chen, 2011, IEEE Transactions on Evolutionary Computation.

Getting most out of evolutionary approaches

Xin Yao, Yong Liu, 2002, Proceedings 2002 NASA/DoD Conference on Evolvable Hardware.

Convex Hull-Based Multi-objective Genetic Programming for Maximizing ROC Performance pdf

Xin Yao, Thomas Bäck, Michael T. M. Emmerich, 2013, ArXiv.

Re-scheduling in railway networks

Xin Yao, Xiaojun Wu, Jun Sun, 2013, 2013 13th UK Workshop on Computational Intelligence (UKCI).

Evolving hybrid ensembles of learning machines for better generalisation

Xin Yao, Arjun Chandra, X. Yao, 2006, Neurocomputing.

Robust optimization over time — A new perspective on dynamic optimization problems

Xin Yao, Xin Yu, Yaochu Jin, 2010, IEEE Congress on Evolutionary Computation.

Complex Coevolutionary Dynamics—Structural Stability and Finite Population Effects

Peter Tiño, Xin Yao, Siang Yew Chong, 2013, IEEE Transactions on Evolutionary Computation.

On Test Data Generation of Object-Oriented Software

Xin Yao, A. Arcuri, X. Yao, 2007, Testing: Academic and Industrial Conference Practice and Research Techniques - MUTATION (TAICPART-MUTATION 2007).

Energy Efficient Communication among Wearable Devices using Optimized Motion Detection

Xin Yao, Aftab Khan, Yichao Jin, 2019, 2019 IEEE Symposium on Computers and Communications (ISCC).

A multi-objective approach to testing resource allocation in modular software systems

Xin Yao, Ke Tang, Zai Wang, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

A Novel Penalty Function Approach to Constrained Optimization Problems with Genetic Algorithms

Xinghuo Yu, Xin Yao, Baolin Wu, 1998, J. Adv. Comput. Intell. Intell. Informatics.

Concept Drift Adaptation by Exploiting Historical Knowledge

Yu Sun, Xin Yao, Zexuan Zhu, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Automatic modularization by speciation

Xin Yao, Paul J. Darwen, P. Darwen, 1996, Proceedings of IEEE International Conference on Evolutionary Computation.

with Neural Network Ensembles: A Comparative Study

Xin Yao, Matteo De Felice, M. D. Felice, 2011 .

Direction matters in high-dimensional optimisation

Xin Yao, Cara MacNish, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Scalable Graph-Based Semi-Supervised Learning through Sparse Bayesian Model

Huanhuan Chen, Xin Yao, Bo Yuan, 2017, IEEE Transactions on Knowledge and Data Engineering.

Dynamic Multiobjectives Optimization With a Changing Number of Objectives

Xin Yao, Ke Li, Renzhi Chen, 2016, IEEE Transactions on Evolutionary Computation.

On Multiset Selection With Size Constraints

Xin Yao, Yibo Zhang, Chao Qian, 2018, AAAI.

Digital filter design using multiple pareto fronts

Xin Yao, Pin Liu, Thorsten Schnier, 2001, Proceedings Third NASA/DoD Workshop on Evolvable Hardware. EH-2001.

Covariance matrix repairing in Gaussian based EDAs

Xin Yao, Weishan Dong, 2007, 2007 IEEE Congress on Evolutionary Computation.

The Effect of Proprioceptive Feedback on the Distribution of Sensory Information in a Model of an Undulatory Organism

Xin Yao, Bernhard Sendhoff, Ben Jones, 2009, ECAL.

An Introduction to the Special Issue on Evolutionary Computation

Xin Yao, Xin Yao, X. Yao, 1994, Informatica.

Evolving Artificial Neural Networks through Evolutionary Programming

Xin Yao, Yong Liu, X. Yao, 1996, Evolutionary Programming.

Self-Aware and Self-Expressive Systems – Guest Editor's Introduction

Xin Yao, Christian Plessl, Jim Torresen, 2015 .

Evolving exact integer algorithms with Genetic Programming

Xin Yao, Ke Tang, Thomas Weise, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Parallel peaks: A visualization method for benchmark studies of multimodal optimization

Xin Yao, Miqing Li, Ran Cheng, 2017, 2017 IEEE Congress on Evolutionary Computation (CEC).

Multi-scale statistical process monitoring in machining

Xin Yao, Xiaoli Li, Xiaoli Li, 2005, IEEE Transactions on Industrial Electronics.

Evolutionary Generative Adversarial Networks

Xin Yao, Dacheng Tao, Chang Xu, 2018, IEEE Transactions on Evolutionary Computation.

Special Issue on Evolutionary Learning and Optimisation

Xiaodong Li, Xin Yao, Wenjian Luo, 2007, Connect. Sci..

Cooperative Co-Evolution-Based Design Optimization: A Concurrent Engineering Perspective

Xin Yao, Stefan Menzel, Ke Tang, 2018, IEEE Transactions on Evolutionary Computation.

Evolutionary Design Calibration

Xin Yao, Thorsten Schnier, T. Schnier, 2001, ICES.

Modeling wetland aboveground biomass in the Poyang Lake National Nature Reserve using machine learning algorithms and Landsat-8 imagery

Xin Yao, Peng Wang, Xiaolong Wang, 2018, Journal of Applied Remote Sensing.

Evolving, training and designing neural network ensembles

Xin Yao, 2010, 2010 IEEE 14th International Conference on Intelligent Engineering Systems.

Dynamic evolutionary optimisation: an analysis of frequency and magnitude of change

Per Kristian Lehre, Xin Yao, Philipp Rohlfshagen, 2009, GECCO.

Self-aware Computing Systems

Marco Platzner, Xin Yao, Peter R. Lewis, 2016, Natural Computing Series.

FEMOSAA

Xin Yao, Rami Bahsoon, Ke Li, 2016, ACM Trans. Softw. Eng. Methodol..

Simulated Evolution and Learning: An Introduction

Xin Yao, Robert I. McKay, 2004, Applied Intelligence.

From an individual to a population: an analysis of the first hitting time of population-based evolutionary algorithms

Xin Yao, Jun He, X. Yao, 2002, IEEE Trans. Evol. Comput..

A socio-economic approach to online vision graph generation and handover in distributed smart camera networks

Xin Yao, Bernhard Rinner, Peter R. Lewis, 2011, 2011 Fifth ACM/IEEE International Conference on Distributed Smart Cameras.

Nature Inspired Neural Network Ensemble Learning

Xin Yao, Yong Liu, X. Yao, 2008 .

Emergence of cooperative coalition in NIPD game with localization of interaction and learning

Sung-Bae Cho, Xin Yao, Yeon-Gyu Seo, 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

Making use of population information in evolutionary artificial neural networks

Xin Yao, Yong Liu, X. Yao, 1998, IEEE Trans. Syst. Man Cybern. Part B.

Evolutionary mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world

Xin Yao, Philipp Rohlfshagen, James M. Whitacre, 2011, Natural Computing.

A novel automated approach for software effort estimation based on data augmentation

Xin Yao, Liyan Song, Leandro L. Minku, 2018, ESEC/SIGSOFT FSE.

Diversity exploration and negative correlation learning on imbalanced data sets

Xin Yao, Ke Tang, Shuo Wang, 2009, 2009 International Joint Conference on Neural Networks.

A review of concurrent optimisation methods

Xin Yao, Bernhard Sendhoff, Ke Tang, 2014, Int. J. Bio Inspired Comput..

The Future of Camera Networks: Staying Smart in a Chaotic World

Xin Yao, Peter R. Lewis, Lukas Esterle, 2017, ICDSC.

Co-Evolutionary Learning Of Contextual Asymmetric Actors

Xin Yao, Siang Yew Chong, Christopher Hill, 2009, ECMS.

The Evolution of Evolutionary Computation

Xin Yao, 2003, KES.

Computational intelligence in economic games and policy design [Research Frontier]

Xin Yao, H. La Poutre, H. Dawid, 2008, IEEE Computational Intelligence Magazine.

Speciation as automatic categorical modularization

Xin Yao, Paul J. Darwen, P. Darwen, 1997, IEEE Trans. Evol. Comput..

A New Adaptive Merging and Growing Algorithm for Designing Artificial Neural Networks

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Exploiting coalition in co-evolutionary learning

Sung-Bae Cho, Xin Yao, Yeon-Gyu Seo, 2000, Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512).

Robust Optimization Over Time: Problem Difficulties and Benchmark Problems

Xin Yao, Bernhard Sendhoff, Ke Tang, 2015, IEEE Transactions on Evolutionary Computation.

Average Drift Analysis and its Application pdf

Xin Yao, Tianshi Chen, Jun He, 2013 .

Learning from data streams and class imbalance

Xin Yao, Nitesh V. Chawla, Leandro L. Minku, 2019, Connect. Sci..

DDD: A New Ensemble Approach for Dealing with Concept Drift

Xin Yao, Leandro L. Minku, X. Yao, 2012, IEEE Transactions on Knowledge and Data Engineering.

Performance Scaling of Multi-objective Evolutionary Algorithms

Xin Yao, Kalyanmoy Deb, Vineet R. Khare, 2003, EMO.

Heuristic optimization for software project management with impacts of team efficiency

Xin Yao, Nanlin Jin, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Cost-sensitive classification with genetic programming

Xin Yao, Xiaoli Li, Jin Li, 2005, 2005 IEEE Congress on Evolutionary Computation.

Population-Based Incremental Learning With Associative Memory for Dynamic Environments

Xin Yao, Shengxiang Yang, X. Yao, 2008, IEEE Transactions on Evolutionary Computation.

Propagation characteristics in corridor scenario about typical radio wave

Yi Lin, Hua Chen, Xin Yao, 2017, ICAIT.

Towards an analytic framework for analysing the computation time of evolutionary algorithms

Xin Yao, Jun He, X. Yao, 2003, Artif. Intell..

Multiple Choices and Reputation in Multiagent Interactions

Xin Yao, Siang Yew Chong, S. Y. Chong, 2007, IEEE Transactions on Evolutionary Computation.

A constructive algorithm for training cooperative neural network ensembles

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2003, IEEE Trans. Neural Networks.

Nature Inspired Creative Design – Bringing Together Ideas from Nature, Computer Science, Engineering, Art and Design

Xin Yao, Russell Beale, T. Schnier, 2021, Designing for the 21st Century.

A Large Population Size Can Be Unhelpful in Evolutionary Algorithms a Large Population Size Can Be Unhelpful in Evolutionary Algorithms

Xin Yao, Tianshi Chen, Guoliang Chen, 2022 .

Coevolving programs and unit tests from their specification

Xin Yao, Andrea Arcuri, X. Yao, 2007, ASE.

Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning

Lifeng Sun, Xin Yao, Tianchi Huang, 2019, Neural Computation.

Evolving modular neural networks which generalise well

Xin Yao, Yong Liu, X. Yao, 1997, Proceedings of 1997 IEEE International Conference on Evolutionary Computation (ICEC '97).

Neural-Based Learning Classifier Systems

Xin Yao, Hussein A. Abbass, Christopher J. Lokan, 2008, IEEE Transactions on Knowledge and Data Engineering.

How to Read Many-Objective Solution Sets in Parallel Coordinates [Educational Forum]

Xin Yao, Miqing Li, Liangli Zhen, 2017, IEEE Computational Intelligence Magazine.

Crossover Can Be Constructive When Computing Unique Input Output Sequences

Per Kristian Lehre, Xin Yao, X. Yao, 2008, SEAL.

NichingEDA: Utilizing the diversity inside a population of EDAs for continuous optimization

Xin Yao, Weishan Dong, X. Yao, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

An evolutionary clustering algorithm for gene expression microarray data analysis

Xin Yao, Keith C. C. Chan, Patrick C. H. Ma, 2006, IEEE Transactions on Evolutionary Computation.

Unpacking and Understanding Evolutionary Algorithms

Xin Yao, X. Yao, 2012, WCCI.

Analysis of population-based evolutionary algorithms for the vertex cover problem

Pietro Simone Oliveto, Xin Yao, Jun He, 2008, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence).

Materialized view selection as constrained evolutionary optimization

Xin Yao, Jeffrey Xu Yu, Chi-Hon Choi, 2003, IEEE Trans. Syst. Man Cybern. Part C.

Evolutionary Multiobjective Ensemble Learning Based on Bayesian Feature Selection

Huanhuan Chen, Xin Yao, X. Yao, 2006, 2006 IEEE International Conference on Evolutionary Computation.

A cooperative coevolutionary algorithm with Correlation based Adaptive Variable Partitioning

Tapabrata Ray, Xin Yao, X. Yao, 2009, 2009 IEEE Congress on Evolutionary Computation.

SIMPO

Xin Yao, Cho-Li Wang, Mingzhe Zhang, 2018, ACM Trans. Archit. Code Optim..

A Critical Review of "A Practical Guide to Select Quality Indicators for Assessing Pareto-Based Search Algorithms in Search-Based Software Engineering": Essay on Quality Indicator Selection for SBSE

Xin Yao, Miqing Li, Tao Chen, 2018, 2018 IEEE/ACM 40th International Conference on Software Engineering: New Ideas and Emerging Technologies Results (ICSE-NIER).

A Probabilistic Ensemble Pruning Algorithm

Huanhuan Chen, Peter Tiño, Xin Yao, 2006, Sixth IEEE International Conference on Data Mining - Workshops (ICDMW'06).

Memetic algorithm with adaptive local search for Capacitated Arc Routing Problem

Shuangshuang Han, Xin Yao, Dongpu Cao, 2017, 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC).

Benchmarking and solving dynamic constrained problems

Xin Yao, Trung Thanh Nguyen, X. Yao, 2009, 2009 IEEE Congress on Evolutionary Computation.

Dynamic Selection of Evolutionary Algorithm Operators Based on Online Learning and Fitness Landscape Metrics

Xin Yao, Leandro L. Minku, Pietro A. Consoli, 2014, SEAL.

Which models of the past are relevant to the present? A software effort estimation approach to exploiting useful past models

Xin Yao, Leandro L. Minku, 2016, Automated Software Engineering.

A novel evolutionary data mining algorithm with applications to churn prediction

Xin Yao, Keith C. C. Chan, Wai-Ho Au, 2003, IEEE Trans. Evol. Comput..

Market-based control of computational systems: introduction to the special issue

Xin Yao, Peter McBurney, Enrico Gerding, 2010, Autonomous Agents and Multi-Agent Systems.

Online Ensemble Learning of Data Streams with Gradually Evolved Classes

Xin Yao, Leandro L. Minku, Ke Tang, 2016, IEEE Transactions on Knowledge and Data Engineering.

Evolutionary design of artificial neural networks with different nodes

Xin Yao, Yong Liu, X. Yao, 1996, Proceedings of IEEE International Conference on Evolutionary Computation.

A Scalable Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization

Xin Yao, Aimin Zhou, Hisao Ishibuchi, 2019, IEEE Transactions on Evolutionary Computation.

Evolving artificial neural networks

Xin Yao, X. Yao, 1999, Proc. IEEE.

Dynamic Software Project Scheduling through a Proactive-Rescheduling Method

Xin Yao, Rami Bahsoon, Leandro L. Minku, 2016, IEEE Transactions on Software Engineering.

An Experimental Study of Large-scale Capacitated Vehicle Routing Problems

Xin Yao, Peng Yang, Bo Yuan, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

On the effects of seeding strategies: a case for search-based multi-objective service composition

Xin Yao, Miqing Li, Tao Chen, 2018, GECCO.

An Analysis of Evolutionary Algorithms Based on Neighborhood and Step Sizes

Xin Yao, Yong Liu, Guangming Lin, 1997, Evolutionary Programming.

Maximum Matching on Boltzmann Machines

Xin Yao, 2004, Neural Processing Letters.

Evolvable Hardware (Genetic and Evolutionary Computation)

Xin Yao, Yong Liu, Tetsuya Higuchi, 2006 .

A New Framework for Analysis of Coevolutionary Systems—Directed Graph Representation and Random Walks

Xin Yao, Siang Yew Chong, Peter Tiňo, 2019, Evolutionary Computation.

Underwater Image Enhancement Algorithm Adapted to Different Turbidities Ranges

Xin Yao, Daxiong Ji, Zhi Deng, 2018, 2018 IEEE 8th International Conference on Underwater System Technology: Theory and Applications (USYS).

A Simple Yet Effective Approach to Robust Optimization Over Time

Xin Yao, Luk'avs Adam, 2019, 2019 IEEE Symposium Series on Computational Intelligence (SSCI).

Multi-Objective Approaches to Optimal Testing Resource Allocation in Modular Software Systems

Xin Yao, Ke Tang, Zai Wang, 2010, IEEE Transactions on Reliability.

Theory of Randomized Optimization Heuristics (Dagstuhl Seminar 17191)

Xin Yao, Lothar Thiele, Christian Igel, 2017, Dagstuhl Reports.

Application of Genetic Algorithm and k-Nearest Neighbour Method in Medical Fraud Detection

Xin Yao, Hongxing He, Warwick Graco, 1998, SEAL.

Theoretical Study of the Relationship between Diversity and Single-Class Measures for Class Imbalance Learning

Xin Yao, Shuo Wang, 2009, 2009 IEEE International Conference on Data Mining Workshops.

Stick: A Harmonious Fusion of Buffer-based and Learning-based Approach for Adaptive Streaming

Lifeng Sun, Xin Yao, Rui-Xiao Zhang, 2020, IEEE INFOCOM 2020 - IEEE Conference on Computer Communications.

Towards Designing Neural Network Ensembles by Evolution

Xin Yao, Yong Liu, 1998, PPSN.

Sparse Approximation Through Boosting for Learning Large Scale Kernel Machines

Xin Yao, Ping Sun, X. Yao, 2010, IEEE Transactions on Neural Networks.

Increasingly Cautious Optimism for Practical PAC-MDP Exploration

Xin Yao, Ke Tang, Liangpeng Zhang, 2015, IJCAI.

A cooperative ensemble learning system

Xin Yao, Yong Liu, X. Yao, 1998, 1998 IEEE International Joint Conference on Neural Networks Proceedings. IEEE World Congress on Computational Intelligence (Cat. No.98CH36227).

Search biases in constrained evolutionary optimization

Xin Yao, Thomas Philip Runarsson, X. Yao, 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

An Experimental Study of Hybridizing Cultural Algorithms and Local Search

Xin Yao, Trung Thanh Nguyen, X. Yao, 2008, Int. J. Neural Syst..

Speciation Techniques in Evolved Ensembles with Negative Correlation Learning

Xin Yao, Iris Fermin, Pete Duell, 2006, 2006 IEEE International Conference on Evolutionary Computation.

A principled evaluation of ensembles of learning machines for software effort estimation

Xin Yao, Leandro L. Minku, X. Yao, 2011, Promise '11.

Nanorobots-assisted Detection of Multifocal Cancer: A Multimodal Optimization Perspective

Xin Yao, Yifan Chen, Shaolong Shi, 2018, 1812.11844.

Evolutionary Optimization

Xin Yao, Ruhul Sarker, X. Yao, 2002 .

Gene selection algorithms for microarray data based on least squares support vector machine

Xin Yao, Ponnuthurai N. Suganthan, E. Ke Tang, 2006, BMC Bioinformatics.

Current developments and future directions of bio-inspired computation and implications for ecoinformatics

Xin Yao, Yong Liu, Jun He, 2006, Ecol. Informatics.

Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance

Xin Yao, Thomas Bäck, Michael T. M. Emmerich, 2015, IEEE Transactions on Evolutionary Computation.

Investigation of Asynchrony in Dynamic Multi-Objective Optimization

Xin Yao, Michael Kirley, Daniel Herring, 2019, 2019 IEEE Congress on Evolutionary Computation (CEC).

Toward Efficient Design Space Exploration for Fault-Tolerant Multiprocessor Systems

Huanhuan Chen, Xin Yao, Bo Yuan, 2020, IEEE Transactions on Evolutionary Computation.

Eighth Australian Joint Conference on Artificial Intelligence, Canberra, 13-17 November 1995

Xin Yao, 1995 .

Optimal relay placement for lifetime maximization in wireless underground sensor networks

Huanhuan Chen, Xin Yao, Bo Yuan, 2017, Inf. Sci..

An adaptive coevolutionary Differential Evolution algorithm for large-scale optimization

Xin Yao, Arthur C. Sanderson, Zhenyu Yang, 2009, 2009 IEEE Congress on Evolutionary Computation.

The Performance Effects of Interaction Frequency in Parallel Cooperative Coevolution

Xin Yao, Stefan Menzel, Ke Tang, 2014, SEAL.

A New Constructive Algorithm for Architectural and Functional Adaptation of Artificial Neural Networks

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

On-line bagging Negative Correlation Learning

Xin Yao, Fernanda L. Minku, X. Yao, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Innovative Batik Design with an Interactive Evolutionary Art System

Xin Yao, Changjun Hu, Yang Li, 2009, Journal of Computer Science and Technology.

Non-uniform Layered Clustering for Ensemble Classifier Generation and Optimality

Xin Yao, Ashfaqur Rahman, Brijesh Verma, 2010, ICONIP.

Continuous Dynamic Constrained Optimization—The Challenges

Xin Yao, Trung Thanh Nguyen, X. Yao, 2012, IEEE Transactions on Evolutionary Computation.

A Note on Neural Sorting Networks with O(1) Time Complexity

Xin Yao, 1995, Inf. Process. Lett..

Computational Intelligence for Software Engineering (NII Shonan Meeting 2014-13)

Xin Yao, Frank Neumann, Leandro L. Minku, 2014, NII Shonan Meet. Rep..

The Effectiveness of a New Negative Correlation Learning Algorithm for Classification Ensembles

Xin Yao, Shuo Wang, 2010, 2010 IEEE International Conference on Data Mining Workshops.

Can Diversity amongst Learners Improve Online Object Tracking?

Xin Yao, Peter R. Lewis, Roman P. Pflugfelder, 2013, MCS.

Selective negative correlation learning algorithm for incremental learning

Xin Yao, Ke Tang, Minlong Lin, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

MWMOTE--Majority Weighted Minority Oversampling Technique for Imbalanced Data Set Learning

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2014 .

Improved Evolutionary Algorithm Design for the Project Scheduling Problem Based on Runtime Analysis

Dirk Sudholt, Xin Yao, Leandro L. Minku, 2014, IEEE Transactions on Software Engineering.

Towards Intrinsic Evolvable Hardware for Predictive Lossless Image Compression

Xin Yao, Jian Tang, Jingsong He, 2006, SEAL.

Diversity Guided Evolutionary Programming: A novel approach for continuous optimization

Xin Yao, Kazuyuki Murase, Md. Monirul Islam, 2012, Appl. Soft Comput..

Evolutionary programming made faster

Xin Yao, Yong Liu, Guangming Lin, 1999, IEEE Trans. Evol. Comput..

Surrogate Model Assisted Multi-objective Differential Evolution Algorithm for Performance Optimization at Software Architecture Level

Xin Yao, Peng Ye, Youcong Ni, 2017, SEAL.

Editorial Continued Evolution of Evolutionary Computation - Transition to a New Editor-in-Chief

Xin Yao, 2008 .

Success Probability of Exploration: a Concrete Analysis of Learning Efficiency pdf

Xin Yao, Ke Tang, Liangpeng Zhang, 2016, ArXiv.

The Impact of Mutation Rate on the Computation Time of Evolutionary Dynamic Optimization pdf

Xin Yao, Tianshi Chen, Guoliang Chen, 2011, ArXiv.

50th Anniversary of Fuzzy Logic [President's Message]

Xin Yao, X. Yao, 2015, IEEE Comput. Intell. Mag..

Runtime analysis of the (1 + 1) EA on computing unique input output sequences

Per Kristian Lehre, Xin Yao, X. Yao, 2014, Inf. Sci..

Diversity analysis on imbalanced data sets by using ensemble models

Xin Yao, Shuo Wang, X. Yao, 2009, 2009 IEEE Symposium on Computational Intelligence and Data Mining.

Predictive Ensemble Pruning by Expectation Propagation

Huanhuan Chen, Peter Tiño, Xin Yao, 2009, IEEE Transactions on Knowledge and Data Engineering.

Search based recommender system using many-objective evolutionary algorithm

Xin Yao, Chao Qian, Ke Tang, 2016, 2016 IEEE Congress on Evolutionary Computation (CEC).

Evolving Functional Symmetry in a Three Dimensional Model of an Elongated Organism

Xin Yao, Bernhard Sendhoff, Ben Jones, 2008, ALIFE.

Ensemble Learning by Negative Correlation Learning

Xin Yao, Anthony G. Cohn, Huanhuan Chen, 2012 .

To Adapt or Not to Adapt?: Technical Debt and Learning Driven Self-Adaptation for Managing Runtime Performance

Xin Yao, Rami Bahsoon, Shuo Wang, 2018, ICPE.

Diversity-Driven Selection of Multiple Crossover Operators for the Capacitated Arc Routing Problem

Xin Yao, Pietro A. Consoli, X. Yao, 2014, EvoCOP.

Interactive Decomposition Multiobjective Optimization Via Progressively Learned Value Functions

Xin Yao, Ke Li, Dragan Savić, 2018, IEEE Transactions on Fuzzy Systems.

The Impact of Payoff Function and Local Interaction on the N-Player Iterated Prisoner's Dilemma

Sung-Bae Cho, Xin Yao, Yeon-Gyu Seo, 2000, Knowledge and Information Systems.

Turning High-Dimensional Optimization Into Computationally Expensive Optimization pdf

Xin Yao, Ke Tang, Peng Yang, 2016, IEEE Transactions on Evolutionary Computation.

Average Drift Analysis and Population Scalability

Xin Yao, Jun He, X. Yao, 2013, IEEE Transactions on Evolutionary Computation.

Benchmark Generator for CEC'2009 Competition on Dynamic Optimization

Xin Yao, Changhe Li, Shengxiang Yang, 2008 .

Extracting a Set of Robust Pareto-Optimal Parameters for Hydrologic Models using NSGA-II and SCEM

Xin Yao, Alireza Nazemi, Andrew H. Chan, 2006, 2006 IEEE International Conference on Evolutionary Computation.

A Survey on Problem Models and Solution Approaches to Rescheduling in Railway Networks

Xin Yao, Shengxiang Yang, Wei Fang, 2015, IEEE Transactions on Intelligent Transportation Systems.

Semisupervised Negative Correlation Learning

Huanhuan Chen, Xin Yao, Bingbing Jiang, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Co-Evolution in Iterated Prisoner's Dilemma with Intermediate Levels of Cooperation: Application to Missile Defense

Xin Yao, Paul J. Darwen, P. Darwen, 2002, Int. J. Comput. Intell. Appl..

Dynamic Combinatorial Optimization Problems: A Fitness Landscape Analysis

Xin Yao, Philipp Rohlfshagen, X. Yao, 2013, Metaheuristics for Dynamic Optimization.

Regularized Negative Correlation Learning for Neural Network Ensembles

Huanhuan Chen, Xin Yao, X. Yao, 2009, IEEE Transactions on Neural Networks.

On the Impact of Mutation-Selection Balance on the Runtime of Evolutionary Algorithms

Per Kristian Lehre, Xin Yao, 2012, IEEE Trans. Evol. Comput..

Evolving artificial neural network ensembles

Xin Yao, Md. Monirul Islam, X. Yao, 2008, IEEE Computational Intelligence Magazine.

Improving Efficiency of Heuristics for the Large Scale Traveling Thief Problem

Xiaodong Li, Xin Yao, Yi Mei, 2014, SEAL.

CO-EVOLUTION: GUEST EDITORS' INTRODUCTION

Xin Yao, Paul J. Darwen, 2002 .

Nonlinear Feature Extraction Using Evolutionary Algorithm

Xin Yao, Ponnuthurai N. Suganthan, E. Ke Tang, 2004, ICONIP.

Co-evolutionary automatic programming for software development

Xin Yao, Andrea Arcuri, X. Yao, 2014, Inf. Sci..

The Evolution of Evolutionary Computation

Xin Yao, X. Yao, 2003, KES.

Two_Arch2: An Improved Two-Archive Algorithm for Many-Objective Optimization

Xin Yao, Licheng Jiao, Handing Wang, 2015, IEEE Transactions on Evolutionary Computation.

A Hybrid Estimation of Distribution Algorithm for CDMA Cellular System Design

Qingfu Zhang, Xin Yao, Jianyong Sun, 2008, Int. J. Comput. Intell. Appl..

Negatively correlated neural networks for classification

Xin Yao, Yong Liu, 2006, Artificial Life and Robotics.

Reusing Genetic Programming for Ensemble Selection in Classification of Unbalanced Data

Mark Johnston, Xin Yao, Mengjie Zhang, 2014, IEEE Transactions on Evolutionary Computation.

Interactive ontology matching based on partial reference alignment

Xin Yao, Xingsi Xue, 2018, Appl. Soft Comput..

PEPNet: Parallel Evolutionary Programming for Constructing Artificial Neural Networks

Xin Yao, Graham J. Williams, Gerrit Riessen, 1997, Evolutionary Programming.

Genetic algorithms for materialized view selection in data warehouse

Jian Yang, Xin Yao, Chao Zhang, 2001 .

Runtime Analysis of Evolutionary Algorithms for Discrete Optimization

Xin Yao, P. S. Oliveto, Peter S. Oliveto, 2011, Theory of Randomized Search Heuristics.

Learning in the presence of class imbalance and concept drift

Xin Yao, Nitesh V. Chawla, Leandro L. Minku, 2019, Neurocomputing.

Generalized Moving Peaks Benchmark pdf

Xin Yao, Changhe Li, Shengxiang Yang, 2021, ArXiv.

When non-elitism meets time-linkage problems

Xin Yao, Huanhuan Chen, Weijie Zheng, 2021, GECCO.

Multi-objective software performance optimisation at the architecture level using randomised search rules

Xin Yao, Mark Harman, Leandro L. Minku, 2021, Inf. Softw. Technol..

Differential-Critic GAN: Generating What You Want by a Cue of Preferences pdf

Xin Yao, Ivor W. Tsang, Yuangang Pan, 2021, ArXiv.

Operator-Adapted Evolutionary Large-Scale Multiobjective Optimization for Voltage Transformer Ratio Error Estimation

Xin Yao, Ran Cheng, Cheng He, 2021, EMO.

A Novel Generalised Meta-Heuristic Framework for Dynamic Capacitated Arc Routing Problems pdf

Xin Yao, Bernhard Sendhoff, Leandro L. Minku, 2021, ArXiv.

Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning

Xin Yao, Takeshi Furuhashi, Jong-Hwan Kim, 1998 .

Solving dynamic constrained optimisation problems using repair methods

Xin Yao, Trung Thanh Nguyen, X. Yao, 2010 .

A diversity dilemma in evolutionary markets

Xin Yao, Peter R. Lewis, Paul Marrow, 2011, ICEC '11.

Market niching in multi-attribute computational resource allocation systems

Xin Yao, Peter McBurney, X. Yao, 2011, ICEC '11.

Evolutionary algorithms with adaptive Levy mutations

Xin Yao, X. Yao, Chang-Yong Lee, 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

Maximum Cardinality Matching by Evolutionary Algorithms

Xin Yao, Jun He, X. Yao, 2002 .

Comparison of Diierent Neighbourhood Sizes in Simulated Annealing

Xin Yao, X. Yao, 1993 .

Optimal switch location in mobile communication networks using hybrid genetic algorithms

Xin Yao, Xin Yao, Sancho Salcedo-Sanz, 2008, Appl. Soft Comput..

An Efficient Recursive Differential Grouping for Large-Scale Continuous Problems

Xin Yao, Ming Yang, Aimin Zhou, 2021, IEEE Transactions on Evolutionary Computation.

Dynamic Neighbourhood Size in Simulated Annealing

Xin Yao, X. Yao, 1992 .

DiME: A Scalable Disease Module Identification Algorithm with Application to Glioma Progression

Xin Yao, Zexuan Zhu, Shan He, 2014, PloS one.

General simulated annealing

Xin Yao, Guojie Li, 2008, Journal of Computer Science and Technology.

Supplementary File of “ Dynamic Multi-Objectives Optimization with a Changing Number of Objectives ”

Xin Yao, Ke Li, Renzhi Chen, 2017 .

Multi-objective Ensemble Construction , Learning and Evolution

Xin Yao, Arjun Chandra, X. Yao, 2006 .

A Preliminary Study on Designing Artiicial Neural Networks Using Co-evolution

Xin Yao, X. Yao, 1995 .