Byoung-Tak Zhang

Byoung-Tak Zhang, Bong-Kiun Kaang, Jeong-woo Sohn, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Cognitive learning and the multimodal memory game: Toward human-level machine learning

Byoung-Tak Zhang, Byoung-Tak Zhang, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Genetic programming of process decomposition strategies for evolvable hardware

Kwee-Bo Sim, Byoung-Tak Zhang, Dong-Wook Lee, 2000, Proceedings. The Second NASA/DoD Workshop on Evolvable Hardware.

Bayesian evolutionary hypergraph learning for predicting cancer clinical outcomes

Byoung-Tak Zhang, Soo-Jin Kim, JungWoo Ha, 2014, J. Biomed. Informatics.

GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story Generation pdf

Byoung-Tak Zhang, Taehyeong Kim, Min-Oh Heo, 2018, ArXiv.

Genetic Programming of Minimal Neural Nets Using Occam's Razor

Byoung-Tak Zhang, Heinz Mühlenbein, Byoung-Tak Zhang, 1993, ICGA.

Robust Scheduling based on Daily Activity Learning by using Markov Decision Process and Inverse Reinforcement Learning

Kyoung-Woon On, Yu-Jung Heo, Byoung-Tak Zhang, 2017 .

A Boosted Maximum Entropy Model for Learning Text Chunking

Byoung-Tak Zhang, Seong-Bae Park, 2002, ICML.

Online Learning of Uneven Terrain for Humanoid Bipedal Walking

Byoung-Tak Zhang, Daniel D. Lee, Seung-Joon Yi, 2010, AAAI.

Random Hypergraph Models of Learning and Memory in Biomolecular Networks: Shorter-Term Adaptability vs. Longer-Term Persistency

Byoung-Tak Zhang, Byoung-Tak Zhang, 2007, 2007 IEEE Symposium on Foundations of Computational Intelligence.

Combining Information-Based Supervised and Unsupervised Feature Selection

Byoung-Tak Zhang, Sangkyun Lee, Seung-Joon Yi, 2006, Feature Extraction.

Neural Correlates of Episodic Memory Formation in Audio-Visual Pairing Tasks

Byoung-Tak Zhang, Beom-Jin Lee, Chung-yeon Lee, 2012, CogSci.

Communication as moving target tracking

Byoung-Tak Zhang, Byoung-Tak Zhang, 2013 .

Stock Trading by Modelling Price Trend with Dynamic Bayesian Networks

Byoung-Tak Zhang, Jae Won Lee, Sung-Bae Park, 2004, IDEAL.

Microarray Probe Design with Multiobjective Evolutionary Algorithm

Byoung-Tak Zhang, In-Hee Lee, Soo-Yong Shin, 2008 .

Deep Learning for the Web

Kyomin Jung, Byoung-Tak Zhang, Prasenjit Mitra, 2015, WWW.

Active stabilization of a humanoid robot for real-time imitation of a human operator

Byoung-Tak Zhang, Dennis W. Hong, Daniel D. Lee, 2012, 2012 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012).

Practical bipedal walking control on uneven terrain using surface learning and push recovery

Byoung-Tak Zhang, Dennis W. Hong, Daniel D. Lee, 2011, 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Evolutionary calibration of sensors using genetic programming on evolvable hardware

Byoung-Tak Zhang, Ho-Sik Seok, Byoung-Tak Zhang, 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

Multi-objective Evolutionary Probe Design Based on Thermodynamic Criteria for HPV Detection

Byoung-Tak Zhang, In-Hee Lee, Sun Kim, 2004, PRICAI.

DNA Implementation of Theorem Proving with Resolution Refutation in Propositional Logic

Byoung-Tak Zhang, In-Hee Lee, Ji-Yoon Park, 2002, DNA.

Using a genetic algorithm for communication link partitioning

Yanghee Choi, Byoung-Tak Zhang, Chong Sang Kim, 1997, Proceedings of 1997 IEEE International Conference on Evolutionary Computation (ICEC '97).

Pororobot: A Deep Learning Robot That Plays Video Q&A Games

Yu-Jung Heo, Byoung-Tak Zhang, Jung-Woo Ha, 2015, AAAI Fall Symposia.

Active Data Partitioning for Building Mixture Models

Byoung-Tak Zhang, Suk-Joon Kim, 1998, ICONIP.

Selecting a Critical Subset of Given Examples during Learning

Byoung-Tak Zhang, 1994 .

Text filtering by boosting naive Bayes classifiers

Byoung-Tak Zhang, Yu-Hwan Kim, Shang-Yoon Hahn, 2000, SIGIR '00.

Learning Hierarchical Bayesian Networks for Large-Scale Data Analysis

Byoung-Tak Zhang, Byoung-Hee Kim, Kyu Baek Hwang, 2006, ICONIP.

A Sequential Prediction Model for Online Incremental Learning of Mutidimensional Stream Data

Byoung-Tak Zhang, 이상우, 허민오, 2013 .

Sparse Population Code Models of Word Learning in Concept Drift

Byoung-Tak Zhang, Myunggu Kang, JungWoo Ha, 2012, CogSci.

Hierarchical Slow-Feature Models of Gesture Conversation

Byoung-Tak Zhang, Eun-Sol Kim, Jiseob Kim, 2012, CogSci.

Article-Goods Associative Search using Bi-Source Topic Modeling Method

Nam Ik Cho, Byoung-Tak Zhang, Byoung-Hee Kim, 2011 .

Massively-Parallel Pattern Recognition through Evolutionary Molecular Hypernetwork in DNA Computing

Byoung-Tak Zhang, Christina Baek, Je-Hwan Ryu, 2015 .

The demand for quantitative techniques in biomedical image informatics

Myoung-Hee Kim, Byoung-Tak Zhang, Ha-Young Jang, 2014, Biomedical Engineering Letters.

Social network analysis of TV drama characters via deep concept hierarchies

Byoung-Tak Zhang, Kyung-Min Kim, Chang-Jun Nan, 2015, 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Robust Human Following by Deep Bayesian Trajectory Prediction for Home Service Robots

Byoung-Tak Zhang, Jinyoung Choi, Beom-Jin Lee, 2018, 2018 IEEE International Conference on Robotics and Automation (ICRA).

Analysis on Effective EEG Connectivity of Memory Retrieval in the Brain)

Byoung-Tak Zhang, Chung-Yeon Lee, Byoung-Tak Zhang, 2014 .

Consensus Analysis and Modeling of Visual Aesthetic Perception

Byoung-Tak Zhang, Tae-Suh Park, Byoung-Tak Zhang, 2015, IEEE Transactions on Affective Computing.

Molecular Computing Simulation of Cognitive Anagram Solving

Byoung-Tak Zhang, Ji-Hoon Lee, Christina Baek, 2014 .

Learning robot behaviors by evolving genetic programs

Byoung-Tak Zhang, Kwang-Ju Lee, Byoung-Tak Zhang, 2000, 2000 26th Annual Conference of the IEEE Industrial Electronics Society. IECON 2000. 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation. 21st Century Technologies.

Active stabilization of a humanoid robot for impact motions with unknown reaction forces

Byoung-Tak Zhang, Dennis W. Hong, Daniel D. Lee, 2012, 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Mining Protein Interaction from Biomedical Literature with Relation Kernel Method

Byoung-Tak Zhang, Jae-Hong Eom, 2006, ISNN.

Bayesian Network Learning with Feature Abstraction for Gene-drug Dependency Analysis

Byoung-Tak Zhang, Kyu Baek Hwang, Jeong Ho Chang, 2005, J. Bioinform. Comput. Biol..

Whole-Body Balancing Walk Controller for Position Controlled Humanoid Robots

Byoung-Tak Zhang, Dennis W. Hong, Daniel D. Lee, 2016, Int. J. Humanoid Robotics.

An Empirical Study on Dimensionality Optimization in Text Mining for Linguistic Knowledge Acquisition

Byoung-Tak Zhang, Yuseop Kim, Jeong Ho Chang, 2003, PAKDD.

A molecular evolutionary algorithm for learning hypernetworks on simulated DNA computers

Byoung-Tak Zhang, Russell J. Deaton, Ji-Hoon Lee, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Analyzing Performance and Dynamics of Echo State Networks Given Various Structures of Hidden Neuron Connections

Byoung-Tak Zhang, Sangwoong Yoon, 2015 .

Evolutionary neural trees for modeling and predicting complex systems

Byoung-Tak Zhang, Heinz Mühlenbein, Peter Ohm, 1997 .

Criteria for Human-Compatible AI in Two-Player Vision-Language Tasks

Byoung-Tak Zhang, Sang-Woo Lee, Wooyoung Kang, 2017, LaCATODA@IJCAI.

Generative Local Metric Learning for Nearest Neighbor Classification

Byoung-Tak Zhang, Daniel D. Lee, Yung-Kyun Noh, 2010, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Social Influence Models Based on Starbucks Networks

Byoung-Tak Zhang, Minkyoung Kim, June-Sup Lee, 2009, 2009 International Conference on Computational Aspects of Social Networks.

Mining the Risk Types of Human Papillomavirus (HPV) by AdaCost

Byoung-Tak Zhang, Seong-Bae Park, Sohyun Hwang, 2003, DEXA.

Visualizing Semantic Structures of Sequential Data by Learning Temporal Dependencies pdf

Kyoung-Woon On, Yu-Jung Heo, Byoung-Tak Zhang, 2019, ArXiv.

Dinucleotide Step Parameterization of Pre-miRNAs Using Multi-objective Evolutionary Algorithms

Byoung-Tak Zhang, In-Hee Lee, Seong-Bae Park, 2007, EvoBIO.

Using Stochastic Helmholtz Machine for Text Learning

Byoung-Tak Zhang, Jeong Ho Chang, Byoung-Tak Zhang, 2001 .

DeepStory: Video Story QA by Deep Embedded Memory Networks pdf

Byoung-Tak Zhang, Min-Oh Heo, Seong-Ho Choi, 2017, IJCAI.

Prediction of the Risk Types of Human Papillomaviruses by Support Vector Machines

Byoung-Tak Zhang, Je-Gun Joung, Sok June Oh, 2004, PRICAI.

Extremely Sparse Deep Learning Using Inception Modules with Dropfilters

Byoung-Tak Zhang, Woo-Young Kang, Kyung-Wha Park, 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).

Searching Transcriptional Modules Using Evolutionary Algorithms

Byoung-Tak Zhang, Je-Gun Joung, Sok June Oh, 2004, PPSN.

Two-Step Genetic Programming for Optimization of RNA Common-Structure

Byoung-Tak Zhang, Je-Gun Joung, Jin-Wu Nam, 2004, EvoWorkshops.

Ways of Conditioning Generative Adversarial Networks pdf

Byoung-Tak Zhang, Hanock Kwak, 2016, ArXiv.

Layered Hypernetwork Models for Cross-Modal Associative Text and Image Keyword Generation in Multimodal Information Retrieval

Byoung-Tak Zhang, Byoung-Hee Kim, JungWoo Ha, 2010, PRICAI.

Prediction of Implicit Protein-Protein Interaction by Optimal Associative Feature Mining

Byoung-Tak Zhang, Jae-Hong Eom, Jeong Ho Chang, 2004, IDEAL.

Morphological Analysis and Synthesis by Automated Discovery and Acquisition of Linguistic Rules

Byoung-Tak Zhang, Yung Taek Kim, 1990, COLING.

Information-Theoretic Objective Functions for Lifelong Learning

Byoung-Tak Zhang, Byoung-Tak Zhang, 2013, AAAI Spring Symposium: Lifelong Machine Learning.

Bayesian model averaging of Bayesian network classifiers over multiple node-orders: application to sparse datasets

Byoung-Tak Zhang, Kyu Baek Hwang, Byoung-Tak Zhang, 2005, IEEE Trans. Syst. Man Cybern. Part B.

Forecasting High-Frequency Financial Time Series with Evolutionary Neural Trees: The Case of Heng-Sheng Stock Index

Byoung-Tak Zhang, Shu-Heng Chen, Hung-Shuo Wang, 1999, IC-AI.

DietAdviser: A Personalized eHealth Agent in a Mobile Computing Environment

Byoung-Tak Zhang, Jiseob Kim, Byoung-Kwon Lim, 2012 .

Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-label Video Classification

Kyoung-Woon On, Yu-Jung Heo, Byoung-Tak Zhang, 2018, ECCV Workshops.

A probabilistic coevolutionary biclustering algorithm for discovering coherent patterns in gene expression dataset

Byoung-Tak Zhang, Soo-Yong Shin, Soo-Jin Kim, 2012, BMC Bioinformatics.

Prediction of Yeast Protein-Protein Interactions by Neural Feature Association Rule

Byoung-Tak Zhang, Jae-Hong Eom, Byoung-Tak Zhang, 2005, ICANN.

Online learning of a full body push recovery controller for omnidirectional walking

Byoung-Tak Zhang, Dennis W. Hong, Daniel D. Lee, 2011, 2011 11th IEEE-RAS International Conference on Humanoid Robots.

Evolutionary Multi-Objective Optimization for DNA Sequence Design

Byoung-Tak Zhang, In-Hee Lee, Soo-Yong Shin, 2008 .

Better Word Embeddings for Korean

Byoung-Tak Zhang, Ceyda Cinarel, 2016 .

Oversampling-Based Ensemble Learning Methods for Imbalanced Data

Byoung-Tak Zhang, Ha-Young Jang, Kyung-Min Kim, 2014 .

In vitro molecular machine learning algorithm via symmetric internal loops of DNA

Byoung-Tak Zhang, Seung Hwan Lee, Russell J. Deaton, 2017, Biosyst..

Analysis of Gene Expression Profiles and Drug Activity Patterns by Clustering and Bayesian Network Learning

Byoung-Tak Zhang, Kyu-Baek Hwang, Jeong Ho Chang, 2002 .

EvoOligo: Oligonucleotide Probe Design With Multiobjective Evolutionary Algorithms

Byoung-Tak Zhang, In-Hee Lee, Soo-Yong Shin, 2009, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Estimating Multiple Evoked Emotions from Videos

Byoung-Tak Zhang, Wonhee Choe, Seong-Deok Lee, 2013, CogSci.

Ontogenesis of Agency in Machines : A Multidisciplinary Review

Byoung-Tak Zhang, Byoung-Tak Zhang, 2014 .

Microarray Probe Design Using epsilon-Multi-Objective Evolutionary Algorithms with Thermodynamic Criteria

Byoung-Tak Zhang, In-Hee Lee, Soo-Yong Shin, 2006, EvoWorkshops.

Text Chunking by Combining Hand-Crafted Rules and Memory-Based Learning

Byoung-Tak Zhang, Seong-Bae Park, Byoung-Tak Zhang, 2003, ACL.

CrossChip: a system supporting comparative analysis of different generations of Affymetrix arrays

Byoung-Tak Zhang, Peter J. Park, Isaac S. Kohane, 2005, Bioinform..

A Bayesian Sampling Algorithm for Evolving Random Hypergraph Models Representing Higher-Order Correlations

Byoung-Tak Zhang, In-Hee Lee, Si-Eun Lee, 2009 .

A Global Minimization Algorithm Based on a Geodesic of a Lagrangian Formulation of Newtonian Dynamics

Byoung-Tak Zhang, O Jangmin, Jong Chan Kim, 2007, Neural Processing Letters.

Efficient Initial Pool Generation for Weighted Graph Problems Using Parallel Overlap Assembly

Byoung-Tak Zhang, Tai Hyun Park, Ji Youn Lee, 2004, DNA.

Evolutionary Induction of Sparse Neural Trees

Byoung-Tak Zhang, Heinz Mühlenbein, Peter Ohm, 1997, Evolutionary Computation.

Hypernetwork-based Natural Language Sentence Generation by Word Relation Pattern Learning

Byoung-Tak Zhang, Jakramate Bootkrajang, Ho-Sik Seok, 2010 .

Dynamic and Static Influence Models on Starbucks Networks

Byoung-Tak Zhang, Minkyoung Kim, June-Sup Lee, 2009, 2009 International Conference on Advances in Social Network Analysis and Mining.

A Tree Kernel-Based Method for Protein-Protein Interaction Mining from Biomedical Literature

Byoung-Tak Zhang, Seong-Hwan Kim, Sun Kim, 2006, KDLL.

Bayesian Filtering for Background Change Detection in TV Dramas

Byoung-Tak Zhang, Ho-Sik Seok, Jun-Hee Yoo, 2012 .

An evolutionary Monte Carlo algorithm for predicting DNA hybridization

Byoung-Tak Zhang, Dong-Yoon Lee, Yung-Kyun Noh, 2008, Biosyst..

Collocation Dictionary Optimization Using WordNet and k-Nearest Neighbor Learning

Byoung-Tak Zhang, Yung Taek Kim, Yuseop Kim, 2001, Machine Translation.

Modeling Situated Conversations for a Child-Care Robot Using Wearable Devices

Kyoung-Woon On, Byoung-Tak Zhang, Eun-Sol Kim, 2015, AAAI Fall Symposia.

Communication as moving target tracking: Dynamic Bayesian inference with an action-perception-learning cycle

Byoung-Tak Zhang, Byoung-Tak Zhang, 2013 .

RCA-Based Detection Methods for Resolution Refutation

Byoung-Tak Zhang, In-Hee Lee, Ji-Yoon Park, 2003, DNA.

Lernen durch Genetisch-Neuronale Evolution: Aktive Anpassung an unbekannte Umgebungen mit selbstentwickelten parallelen Netzwerken

Byoung-Tak Zhang, 1992, DISKI.

Automated Emotional Tagging of Lifelog Data with Wearable Sensors

Byoung-Tak Zhang, Byoung-Hee Kim, Eun-Sol Kim, 2017 .

Chapter 24 Combining Information-Based Supervised and Unsupervised Feature Selection

Byoung-Tak Zhang, Sangkyun Lee, Seung-Joon Yi, 2006 .

Evolutionary hypernetwork models for aptamer-based cardiovascular disease diagnosis

Byoung-Tak Zhang, Sung-Chun Kim, Jae-Hong Eom, 2007, GECCO '07.

A Bayesian Algorithm for In Vitro Molecular Evolution of Pattern Classifiers

Byoung-Tak Zhang, Ha-Young Jang, 2004, DNA.

Ligation module for in vitro selection in DNA computing

Byoung-Tak Zhang, In-Hee Lee, Danny van Noort, 2005, SPIE Micro + Nano Materials, Devices, and Applications.

Lifelong Learning with the Feedback-loop between Emotions and Actions via Internal Reward

Byoung-Tak Zhang, Dharani Punithan, Byoung-Tak Zhang, 2018, BICA.

Development, evaluation and benchmarking of simulation software for biomolecule-based computing

Byoung-Tak Zhang, Masahito Yamamoto, Azuma Ohuchi, 2004, Natural Computing.

Decision Tree based Disambiguation of Semantic Roles for Korean Adverbial Postpositions in Korean-English Machine Translation

Byoung-Tak Zhang, Seong-Bae Park, Yung-Taek Kim, 2000 .

Genetic programming with incremental data inheritance

Byoung-Tak Zhang, Je-Gun Joung, Byoung-Tak Zhang, 1999 .

CoDraw: Visual Dialog for Collaborative Drawing pdf

Yuandong Tian, Byoung-Tak Zhang, Dhruv Batra, 2017, ArXiv.

Hypernetwork Classifiers for Microarray-Based miRNA Module Analysis

Byoung-Tak Zhang, Sun Kim, Soo Jin Kim, 2008 .

Protein sequence-based risk classification for human papillomaviruses

Byoung-Tak Zhang, Je-Gun Joung, Sok June Oh, 2006, Comput. Biol. Medicine.

Evolutionary layered hypernetworks for identifying microRNA-mRNA regulatory modules

Byoung-Tak Zhang, Soo-Jin Kim, JungWoo Ha, 2010, IEEE Congress on Evolutionary Computation.

Use of Evolutionary Hypernetworks for Mining Prostate Cancer Data

Byoung-Tak Zhang, Sun Kim, Chan-Hoon Park, 2007 .

Bio-Inspired Human-Level Machine Learning

Byoung-Tak Zhang, 2015 .

Effective EEG Connectivity Analysis of Episodic Memory Retrieval

Byoung-Tak Zhang, Chung-yeon Lee, Byoung-Tak Zhang, 2014, CogSci.

CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication

Xinlei Chen, Yuandong Tian, Byoung-Tak Zhang, 2017, ACL.

Random Ensemble Hypernetwork for Pattern Recognition with Enzymatic Weight Update

Byoung-Tak Zhang, Christina Baek, Dong-Hyun Kwak, 2016 .

Adaptive stock trading with dynamic asset allocation using reinforcement learning

Byoung-Tak Zhang, Jae Won Lee, Jongwoo Lee, 2006, Inf. Sci..

Bayesian evolutionary algorithms for continuous function optimization

Byoung-Tak Zhang, Soo-Yong Shin, 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

NACST/Seq: A Sequence Design System with Multiobjective Optimization

Byoung-Tak Zhang, In-Hee Lee, Soo-Yong Shin, 2002, DNA.

Text-to-image retrieval based on incremental association via multimodal hypernetworks

Byoung-Tak Zhang, Beom-Jin Lee, JungWoo Ha, 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Using Genetic Algorithms for Automatic Construction of Higher-Order Neural Models

Byoung-Tak Zhang, Heinz Mühlenbein, Byoung-Tak Zhang, 1994 .

Data Interpolations in Deep Generative Models under Non-Simply-Connected Manifold Topology pdf

Byoung-Tak Zhang, Jiseob Kim, 2019, ArXiv.

Genetic Programming with Active Data Selection

Byoung-Tak Zhang, Dong-Yeon Cho, Dong-Yeon Cho, 1998, SEAL.

Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals pdf

Byoung-Tak Zhang, Sang-Woo Lee, Jinyoung Choi, 2017, ArXiv.

Humans and Machines in the Evolution of AI in Korea

Byoung-Tak Zhang, Byoung-Tak Zhang, 2016, AI Mag..

Active Vision from Image-Text Multimodal System Learning

Byoung-Tak Zhang, Jin-Hwa Kim, Byoung-Tak Zhang, 2016 .

Evolutionary Design of Neural Trees for Heart Rate Prediction

Byoung-Tak Zhang, Je-Gun Joung, 1998 .

Identification of biochemical networks by S-tree based genetic programming

Byoung-Tak Zhang, Kwang-Hyun Cho, Dong-Yeon Cho, 2006, Bioinform..

Human Papillomavirus Risk Type Classification from Protein Sequences Using Support Vector Machines

Byoung-Tak Zhang, Sun Kim, 2006, EvoWorkshops.

Text Filtering by Boosting Linear Perceptrons

Byoung-Tak Zhang, O Jangmin, 2000 .

Target Word Selection Using WordNet and Data-Driven Models in Machine Translation

Byoung-Tak Zhang, Yuseop Kim, Jeong Ho Chang, 2002, PRICAI.

Ensemble Learning with Active Example Selection for Imbalanced Biomedical Data Classification

Byoung-Tak Zhang, Sangyoon Oh, Min Su Lee, 2011, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

'Is this right?' or 'Is that wrong?': Evidence from Dynamic Eye-Hand Movement in Decision Making

Byoung-Tak Zhang, Ipke Wachsmuth, Thies Pfeiffer, 2012, CogSci.

Evolutionary concept learning from cartoon videos by multimodal hypernetworks

Byoung-Tak Zhang, Beom-Jin Lee, Kyung-Min Kim, 2013, 2013 IEEE Congress on Evolutionary Computation.

Solving the Monkey and Banana Problem Using DNA Computing

Byoung-Tak Zhang, 박의준, In-Hee Yi, 2003 .

BIOINFORMATICS ORIGINAL PAPER doi:10.1093/bioinformatics/btm045 Data and text mining Discovery of microRNA–mRNA modules via population-based probabilistic learning

Byoung-Tak Zhang, Soo-Jin Kim, Je-Gun Joung, 2007 .

Biomolecular computation with molecular beacons for quantitative analysis of target nucleic acids

Byoung-Tak Zhang, Seung Hwan Lee, Tai Hyun Park, 2013, Biosyst..

A Kernel Method for MicroRNA Target Prediction Using Sensible Data and Position-Based Features

Byoung-Tak Zhang, Sung-Kyu Kim, Jin-Wu Nam, 2005, 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology.

Simulating Problem Difficulty in Arithmetic Cognition Through Dynamic Connectionist Models pdf

Byoung-Tak Zhang, Jung Ae Park, Jaeseo Lim, 2019, ArXiv.

Dual-Memory Deep Learning Architectures for Lifelong Learning of Everyday Human Behaviors

Byoung-Tak Zhang, Sang-Woo Lee, Jiwon Kim, 2016, IJCAI.

Evolutionary Hypernetwork Model for Higher Order Pattern Recognition on Real-valued Feature Data without Discretization

Byoung-Tak Zhang, Jung-Woo Ha, 2010 .

Computational Methods for Identification of Human microRNA Precursors

Byoung-Tak Zhang, Jin-Wu Nam, Wha-Jin Lee, 2004, PRICAI.

MMG: A Learning Game Platform for Understanding and Predicting Human Recall Memory

Byoung-Tak Zhang, Umer Fareed, 2010, PKAW.

Bayesian Evolutionary Optimization Using Helmholtz Machines

Byoung-Tak Zhang, Soo-Yong Shin, Byoung-Tak Zhang, 2000, PPSN.

Feature Relevance Network-Based Transfer Learning for Indoor Location Estimation

Byoung-Tak Zhang, Ho-Sik Seok, Kyu Baek Hwang, 2011, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

Multi-stage Evolutionary Algorithms for Efficient Identification of Gene Regulatory Networks

Byoung-Tak Zhang, Dong-Yeon Cho, Kee-Young Kim, 2006, EvoWorkshops.

DNA Hypernetworks for Information Storage and Retrieval

Byoung-Tak Zhang, Joo-Kyung Kim, 2006, DNA.

Synthesis of sigma-pi neural networks by the breeder genetic programming

Byoung-Tak Zhang, Heinz Mühlenbein, Byoung-Tak Zhang, 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence.

Word Sense Disambiguation by Learning Decision Trees from Unlabeled Data

Byoung-Tak Zhang, Seong-Bae Park, Yung Taek Kim, 2003, Applied Intelligence.

Automated Construction of Visual-Linguistic Knowledge via Concept Learning from Cartoon Videos

Byoung-Tak Zhang, Kyung-Min Kim, JungWoo Ha, 2015, AAAI.

Deciphering the communicative code in speech and gesture dialogues by autoencoding hypernetworks

Stefan Kopp, Byoung-Tak Zhang, Ipke Wachsmuth, 2011 .

Neural networks that teach themselves through genetic discovery of novel examples

Byoung-Tak Zhang, G. Veenker, G. Veenker, 1991, [Proceedings] 1991 IEEE International Joint Conference on Neural Networks.

Molecular learning with DNA kernel machines

Byoung-Tak Zhang, Daniel D. Lee, Yung-Kyun Noh, 2015, Biosyst..

Random Graph Methods for Incremental Structure Learning of Neural Network Models

Byoung-Tak Zhang, Jiseob Kim, Byoung-Tak Zhang, 2014 .

Intelligent and Evolutionary Systems - The 20th Asia Pacific Symposium, IES 2016, Canberra, Australia, November 2016, Proceedings

Mitsuo Gen, Byoung-Tak Zhang, Osamu Katai, 2017, IES.

Dynamic Asset Allocation for Stock Trading Optimized by Evolutionary Computation

Byoung-Tak Zhang, Jae Won Lee, Jongwoo Lee, 2005, IEICE Trans. Inf. Syst..

Korean Compound Noun Decomposition Using Syllabic Information Only

Byoung-Tak Zhang, Seong-Bae Park, Jeong Ho Chang, 2004, CICLing.

Reducing Parsing Complexity by Intra-Sentence Segmentation based on Maximum Entropy Model

Byoung-Tak Zhang, Sung Dong Kim, Yung Tack Kim, 2000, EMNLP.

ProMiR II: a web server for the probabilistic prediction of clustered, nonclustered, conserved and nonconserved microRNAs

Byoung-Tak Zhang, Sung-Kyu Kim, Jinhan Kim, 2006, Nucleic Acids Res..

Personalized web-document filtering using reinforcement learning

Young-Woo Seo, Byoung-Tak Zhang, Byoung-Tak Zhang, 2001, Appl. Artif. Intell..

Smartphone-User Interactive based Self Developing Place-Time-Activity Coupled Prediction Method for Daily Routine Planning System

Byoung-Tak Zhang, Min-Oh Heo, Beom-Jin Lee, 2015 .

Teaching an Agent by Playing a Multimodal Memory Game: Challenges for Machine Learners and Human Teachers

Byoung-Tak Zhang, Byoung-Tak Zhang, 2009, AAAI Spring Symposium: Agents that Learn from Human Teachers.

Classification of the Risk Types of Human Papillomavirus by Decision Trees

Byoung-Tak Zhang, Seong-Bae Park, Sohyun Hwang, 2003, IDEAL.

Multi-focus Attention Network for Efficient Deep Reinforcement Learning pdf

Byoung-Tak Zhang, Jinyoung Choi, Beom-Jin Lee, 2017, AAAI Workshops.

Place Recognition Using Ensemble Learning of Mobile Multimodal Sensory Information

Kyoung-Woon On, Byoung-Tak Zhang, Jung-Woo Ha, 2015 .

A Comparative Evaluation of Data-driven Models in Translation Selection of Machine Translation

Byoung-Tak Zhang, Yuseop Kim, Jeong Ho Chang, 2002, COLING.

Predictive Convolutional Networks for Learning Stream Data

Byoung-Tak Zhang, Min-Oh Heo, 2016 .

Multimodal Residual Learning for Visual QA

Byoung-Tak Zhang, Jung-Woo Ha, Sang-Woo Lee, 2016, NIPS.

Evolving hypernetwork models of binary time series for forecasting price movements on stock markets

Byoung-Tak Zhang, Henri Luchian, Sun Kim, 2009, 2009 IEEE Congress on Evolutionary Computation.

Evolutionary Learning of Sigma-Pi Neural Trees and Its Application to Classification and Prediction

Byoung-Tak Zhang, 1996 .

Effect of Saliency-Based Masking in Scene Classification

Byoung-Tak Zhang, Tae-Suh Park, 2012, CogSci.

BioPubMiner: Machine Learning Component-Based Biomedical Information Analysis Platform

Byoung-Tak Zhang, Jae-Hong Eom, Byoung-Tak Zhang, 2004, CIT.

Multiobjective evolutionary optimization of DNA sequences for reliable DNA computing

Byoung-Tak Zhang, In-Hee Lee, Soo-Yong Shin, 2005, IEEE Transactions on Evolutionary Computation.

In vitro molecular pattern classification via DNA-based weighted-sum operation

Byoung-Tak Zhang, Seung Hwan Lee, Tai Hyun Park, 2010, Biosyst..

Design of Musical Words Based on Clustering for Pattern Classification and Information Retrieval of Music

Byoung-Tak Zhang, Byoung-Hee Kim, Hyunwoo Kim, 2008 .

Hierarchical Latent Variable Models for Story Analysis of TV Dramas

Byoung-Tak Zhang, Ho-Sik Seok, Bado Lee, 2012 .

Subjective Document Classification Using Network Analysis

Byoung-Tak Zhang, Minkyoung Kim, June-Sup Lee, 2010, 2010 International Conference on Advances in Social Networks Analysis and Mining.

Text Classifiers Evolved on a Simulated DNA Computer

Byoung-Tak Zhang, Sun Kim, Min-Oh Heo, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Supervised Learning Methods for MicroRNA Studies

Byoung-Tak Zhang, Jin-Wu Nam, 2008 .

Analyzing and Solving GuessWhat

Yu-Jung Heo, Byoung-Tak Zhang, Wooyoung Kang, 2018 .

A DNA assembly model of sentence generation

Byoung-Tak Zhang, Seung Hwan Lee, Tai Hyun Park, 2011, Biosyst..

Online learning of low dimensional strategies for high-level push recovery in bipedal humanoid robots

Byoung-Tak Zhang, Dennis W. Hong, Seung-Joon Yi, 2013, 2013 IEEE International Conference on Robotics and Automation.

Gender classification with cortical thickness measurement from magnetic resonance imaging by using a feature selection method based on evolutionary hypernetworks

Byoung-Tak Zhang, Jun Soo Kwon, Do-Hyung Kang, 2009, 2009 IEEE International Conference on Fuzzy Systems.

Construction of phylogenetic trees by kernel-based comparative analysis of metabolic networks

Byoung-Tak Zhang, Je-Gun Joung, Jeong Ho Chang, 2006, BMC Bioinformatics.

An incremental learning algorithm that optimizes network size and sample size in one trial

Byoung-Tak Zhang, Byoung-Tak Zhang, 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).

Optimization of Transitive Verb-Objective Collocation Dictionary based on k-nearest Neighbor Learning

Byoung-Tak Zhang, Yu-Seop Kim, Yung-Taek Kim, 2000 .

Team THOR's Entry in the DARPA Robotics Challenge Trials 2013

Mark Yim, Byoung-Tak Zhang, Dennis W. Hong, 2015, J. Field Robotics.

Temperature Gradient-Based DNA Computing for Graph Problems with Weighted Edges

Byoung-Tak Zhang, Tai Hyun Park, Soo-Yong Shin, 2002, DNA.

Encoder-Powered Generative Adversarial Networks pdf

Byoung-Tak Zhang, Seungjae Jung, Jiseob Kim, 2019, ArXiv.

Version Space Learning with DNA Molecules

Byoung-Tak Zhang, Hae-Man Jang, Young-Gyu Chai, 2002, DNA.

Bilinear Attention Networks

Byoung-Tak Zhang, Jin-Hwa Kim, Jaehyun Jun, 2018, NeurIPS.

Auto-tagging Method for Unlabeled Item Images with Hypernetworks for Article-related Item Recommender Systems

Byoung-Tak Zhang, Jung-Woo Ha, Byoung-Hee Kim, 2010 .

PDMS valves in DNA computers

Byoung-Tak Zhang, Danny van Noort, 2005, SPIE Micro + Nano Materials, Devices, and Applications.

Constructing higher-order miRNA-mRNA interaction networks in prostate cancer via hypergraph-based learning

Byoung-Tak Zhang, Soo-Jin Kim, JungWoo Ha, 2013, BMC Systems Biology.

Uncovering Response Biases in Recommendation

Byoung-Tak Zhang, Byoung-Hee Kim, Tae-Suh Park, 2014, MPREF@AAAI.

Into the Colorful World of Webtoons: Through the Lens of Neural Networks

Byoung-Tak Zhang, Ceyda Cinarel, 2017, 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR).

Autonomous Learning in Mobile Cognitive Machines

Byoung-Tak Zhang, Byoung-Tak Zhang, 2017 .

Hangul Handwriting Recognition using Recurrent Neural Networks

Byoung-Tak Zhang, Byoung-Hee Kim, 2017 .

Human Body Orientation Estimation using Convolutional Neural Network pdf

Byoung-Tak Zhang, Jinyoung Choi, Beom-Jin Lee, 2016, ArXiv.

Extraction Analysis for Crossmodal Association Information using Hypernetwork Models

Byoung-Tak Zhang, Jung-Woo Ha, Min-Oh Heo, 2009, INTERACT 2009.

DeepSchema: Automatic Schema Acquisition from Wearable Sensor Data in Restaurant Situations

Kyoung-Woon On, Byoung-Tak Zhang, Eun-Sol Kim, 2016, IJCAI.

Ensemble Learning Based on Active Example Selection for Solving Imbalanced Data Problem in Biomedical Data

Byoung-Tak Zhang, Sangyoon Oh, Min Su Lee, 2009, 2009 IEEE International Conference on Bioinformatics and Biomedicine.

PubMiner: Machine Learning-based Text Mining for Biomedical Information Analysis

Byoung-Tak Zhang, Jae-Hong Eom, Byoung-Tak Zhang, 2004 .

PromSearch: A Hybrid Approach to Human Core-Promoter Prediction

Byoung-Tak Zhang, Seong-Bae Park, Byoung-Hee Kim, 2004, IDEAL.

Sequential Multitask Learning Optimization Using Bayesian Neural Network

Byoung-Tak Zhang, Seongho Son, Jiseob Kim, 2018 .

Dynamic Asset Allocation Exploiting Predictors in Reinforcement Learning Framework

Byoung-Tak Zhang, Jae Won Lee, Jongwoo Lee, 2004, ECML.

Evolution of Herding Behavior of Multiple Autonomous Mobile Robots

Byoung-Tak Zhang, Byoung-Tak Zhang, 1998 .

Molecular Algorithms for Efficient and Reliable DNA Computing

Byoung-Tak Zhang, Soo-Yong Shin, Byoung-Tak Zhang, 1998 .

Perception-Action-Learning System for Mobile Social-Service Robots Using Deep Learning

Byoung-Tak Zhang, Jinyoung Choi, Dong-Sig Han, 2018, AAAI.

Compositional Structure Learning for Sequential Video Data pdf

Kyoung-Woon On, Yu-Jung Heo, Byoung-Tak Zhang, 2019, ArXiv.

Music Melody Prediction using Hypernetworks)

Byoung-Tak Zhang, Byoung-Hee Kim, Hyunwoo Kim, 2010 .

Effects of selection schemes in genetic programming for time series prediction

Byoung-Tak Zhang, Jung-Jib Kim, 1999, Proceedings of the 1999 Congress on Evolutionary Computation-CEC99 (Cat. No. 99TH8406).

Which Ads to Show? Advertisement Image Assessment with Auxiliary Information via Multi-step Modality Fusion pdf

Byoung-Tak Zhang, Jung-Woo Ha, Sunyoung Kwon, 2019, ArXiv.

Fluid Dynamics Models for Low Rank Discriminant Analysis

Byoung-Tak Zhang, Daniel D. Lee, Yung-Kyun Noh, 2010, AISTATS.

Learning-based Intrasentence Segmentation for Efficient Translation of Long Sentences

Byoung-Tak Zhang, Yung Taek Kim, Sung Dong Kim, 2001, Machine Translation.

Building Optimal Committees of Genetic Programs

Byoung-Tak Zhang, Je-Gun Joung, Byoung-Tak Zhang, 2000, PPSN.

Large-Scale Text Classification with Deep Neural Networks

Byoung-Tak Zhang, Kyung Min Kim, Jin-Hwa Kim, 2017 .

Real-time Route Inference and Learning for Smartphone Users using Probabilistic Graphical Models

Byoung-Tak Zhang, Kyu-Baek Hwang, Young-Tack Park, 2012 .

Genetic Mining of HTML Structures for Effective Web-Document Retrieval

Byoung-Tak Zhang, Sun Kim, Byoung-Tak Zhang, 2003, Applied Intelligence.

Constructing Hierarchical Q&A Datasets for Video Story Understanding pdf

Kyoung-Woon On, Yu-Jung Heo, Byoung-Tak Zhang, 2019, ArXiv.

Evolutionary hypernetworks for learning to generate music from examples

Byoung-Tak Zhang, Hyun-Woo Kim, Byoung-Hee Kim, 2009, 2009 IEEE International Conference on Fuzzy Systems.

miTarget: microRNA target gene prediction using a support vector machine

Byoung-Tak Zhang, Sung-Kyu Kim, Je-Keun Rhee, 2006, BMC Bioinformatics.

Document filtering boosted by unlabeled data

Byoung-Tak Zhang, Seong-Bae Park, Byoung-Tak Zhang, 2001, ISIE 2001. 2001 IEEE International Symposium on Industrial Electronics Proceedings (Cat. No.01TH8570).

Applying Machine Learning Techniques to Analysis of Gene Expression Data: Cancer Diagnosis

Byoung-Tak Zhang, Kyu-Baek Hwang, Dong-Yeon Cho, 2002 .

Analyzing Human Behavioral Data to Interact with Restaurant Server Agents

Kyoung-Woon On, Byoung-Tak Zhang, Eun-Sol Kim, 2015, HAI.

AESNB: Active Example Selection with Naïve Bayes Classifier for Learning from Imbalanced Biomedical Data

Byoung-Tak Zhang, Byoung-Hee Kim, Je-Keun Rhee, 2009, 2009 Ninth IEEE International Conference on Bioinformatics and BioEngineering.

Hardware Implementation of the Pattern Recognize Processor based on DNA Computing technique

Byoung-Tak Zhang, Jaehyun Park, Chong Ho Lee, 2007 .

A novel method to monitor human stress states using ultra-short-term ECG spectral feature

Byoung-Tak Zhang, Cheolsoo Park, Bosun Hwang, 2017, 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Self-Assembling Hypernetworks for Cognitive Learning of Linguistic Memory

Byoung-Tak Zhang, Chan-Hoon Park, Byoung-Tak Zhang, 2008 .

Evolutionary particle filtering for sequential dependency learning from video data

Byoung-Tak Zhang, Ho-Sik Seok, Jun Hee Yoo, 2012, 2012 IEEE Congress on Evolutionary Computation.

Online Constructive Machine Learning with Molecular Hypernetworks in DNA Computing

Byoung-Tak Zhang, Sang-Woo Lee, Christina Baek, 2016 .

A Bayesian evolutionary approach to the design and learning of heterogeneous neural trees

Byoung-Tak Zhang, 2002, Integr. Comput. Aided Eng..

Hypernetworks: A Molecular Evolutionary Architecture for Cognitive Learning and Memory

Byoung-Tak Zhang, Byoung-Tak Zhang, 2008, IEEE Computational Intelligence Magazine.

Effects of Occam's Razor in Evolving Sigma-Pi Neural Nets

Byoung-Tak Zhang, Byoung-Tak Zhang, 1994, PPSN.

Generating Images Part by Part with Composite Generative Adversarial Networks pdf

Byoung-Tak Zhang, Hanock Kwak, Byoung-Tak Zhang, 2016, ArXiv.

Ensembled support vector machines for human papillomavirus risk type prediction from protein secondary structures

Byoung-Tak Zhang, Sun Kim, Jeongmi Kim, 2009, Comput. Biol. Medicine.

Evolving neural trees for time series prediction using Bayesian evolutionary algorithms

Byoung-Tak Zhang, Dong-Yeon Cho, 2000, 2000 IEEE Symposium on Combinations of Evolutionary Computation and Neural Networks. Proceedings of the First IEEE Symposium on Combinations of Evolutionary Computation and Neural Networks (Cat. No.00.

Balancing Accuracy and Parsimony in Genetic Programming

Byoung-Tak Zhang, Heinz Mühlenbein, Byoung-Tak Zhang, 1995, Evolutionary Computation.

Finding Cancer-Related Gene Combinations Using a Molecular Evolutionary Algorithm

Byoung-Tak Zhang, Sun Kim, Chan-Hoon Park, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

Evolutionary Continuous Optimization by Distribution Estimation with Variational Bayesian Independent Component Analyzers Mixture Model

Byoung-Tak Zhang, Dong-Yeon Cho, 2004, PPSN.

Evolutionary optimization by distribution estimation with mixtures of factor analyzers

Byoung-Tak Zhang, Dong-Yeon Cho, Dong-Yeon Cho, 2002, Proceedings of the 2002 Congress on Evolutionary Computation. CEC'02 (Cat. No.02TH8600).

Identification of regulatory modules by co-clustering latent variable models: stem cell differentiation

Byoung-Tak Zhang, Dong-Ho Shin, Je-Gun Joung, 2006, Bioinform..

DNA Hypernetworks for Machine Learning and Data Mining

Byoung-Tak Zhang, 2007 .

Topic Extraction from Text Documents Using Multiple-Cause Networks

Byoung-Tak Zhang, Jae Won Lee, Yuseop Kim, 2002, PRICAI.

Hypernetworks: Cognitive Machine Learning by Simulating “Chemical” Brains

Byoung-Tak Zhang, 2009 .

Prediction of Implicit Protein - Protein Interaction Using Optimal Associative Feature Rule

Byoung-Tak Zhang, Jae-Hong Eom, 2006 .

Dual Attention Networks for Visual Reference Resolution in Visual Dialog pdf

Byoung-Tak Zhang, Jaeseo Lim, Gi-Cheon Kang, 2019, EMNLP.

Evolving hypernetworks for pattern classification

Byoung-Tak Zhang, Joo-Kyung Kim, 2007, 2007 IEEE Congress on Evolutionary Computation.

System identification using evolutionary Markov chain Monte Carlo

Byoung-Tak Zhang, Dong-Yeon Cho, Dong-Yeon Cho, 2001, J. Syst. Archit..

Combining locally trained neural networks by introducing a reject class

Byoung-Tak Zhang, Suk-Joon Kim, 1999, IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339).

Molecular Associative Memory with Spatial Auto-logistic Model for Pattern Recall

Byoung-Tak Zhang, Dharani Punithan, 2018 .

Actively searching for committees of RBF networks using Bayesian evolutionary computation

Byoung-Tak Zhang, Je-Gun Joung, Byoung-Tak Zhang, 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

Evolving Optimal Neural Networks Using Genetic Algorithms with Occam's Razor

Byoung-Tak Zhang, Heinz Mühlenbein, Byoung-Tak Zhang, 1993, Complex Syst..

Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog

Yu-Jung Heo, Byoung-Tak Zhang, Sang-Woo Lee, 2018, NeurIPS.

Theoretical Property of Topological Efficiency Measurements for Markov Decision Problems

Byoung-Tak Zhang, Seung-Joon Yi, Byoung-Tak Zhang, 2007 .

A Lab-on-a-Chip Module for Bead Separation in DNA-Based Concept Learning

Byoung-Tak Zhang, Hae-Man Jang, Young-Gyu Chai, 2003, DNA.

Evolving hypernetwork classifiers for microRNA expression profile analysis

Byoung-Tak Zhang, Sun Kim, Soo-Jin Kim, 2007, 2007 IEEE Congress on Evolutionary Computation.

ViStoryNet: Neural Networks with Successive Event Order Embedding and BiLSTMs for Video Story Regeneration

Byoung-Tak Zhang, Kyung Min Kim, Min-Oh Heo, 2018 .

Evolving complex group behaviors using genetic programming with fitness switching

Byoung-Tak Zhang, Dong-Yeon Cho, 2006, Artificial Life and Robotics.

Large Scale Unstructured Document Classification Using Unlabeled Data and Syntactic Information

Byoung-Tak Zhang, Seong-Bae Park, Byoung-Tak Zhang, 2003, PAKDD.

Visual Explanations from Hadamard Product in Multimodal Deep Networks pdf

Byoung-Tak Zhang, Jin-Hwa Kim, 2017, ArXiv.

Evolutionary learning of Web-document structure for information retrieval

Byoung-Tak Zhang, Sun Kim, Byoung-Tak Zhang, 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

Behavior evolution of autonomous mobile robot using genetic programming based on evolvable hardware

Kwee-Bo Sim, Byoung-Tak Zhang, Dong-Wook Lee, 2000, Smc 2000 conference proceedings. 2000 ieee international conference on systems, man and cybernetics. 'cybernetics evolving to systems, humans, organizations, and their complex interactions' (cat. no.0.

Behavior Evolution of Autonomous Mobile Robot(AMR) using Genetic Programming Based on Evolvable Hardware

Kwee-Bo Sim, Byoung-Tak Zhang, Dong-Wook Lee, 2002, Int. J. Fuzzy Log. Intell. Syst..

A unified Bayesian framework for evolutionary learning and optimization

Byoung-Tak Zhang, Byoung-Tak Zhang, 2003 .

Self-Organizing Latent Lattice Models for Temporal Gene Expression Profiling

Byoung-Tak Zhang, Sung Wook Chi, Jinsan Yang, 2003, Machine Learning.

Bayesian Network Classifiers for Gene Expression Analysis

Byoung-Tak Zhang, Kyu-Baek Hwang, Byoung-Tak Zhang, 2003 .

Code Optimization for DNA Computing of Maximal Cliques

Byoung-Tak Zhang, Soo-Yong Shin, 1999 .

An evolutionary method for active learning of mobile robot path planning

Byoung-Tak Zhang, Sung-Hoon Kim, 1997, Proceedings 1997 IEEE International Symposium on Computational Intelligence in Robotics and Automation CIRA'97. 'Towards New Computational Principles for Robotics and Automation'.

Identifying DNA Methylation Modules Associated with a Cancer by Probabilistic Evolutionary Learning

Byoung-Tak Zhang, Je-Keun Rhee, Soo-Jin Kim, 2018, IEEE Computational Intelligence Magazine.

Classification of Human Papillomavirus (HPV) Risk Type via Text Mining

Byoung-Tak Zhang, Seong-Bae Park, Sohyun Hwang, 2003 .

Bayesian Methods for Efficient Genetic Programming

Byoung-Tak Zhang, Byoung-Tak Zhang, 2000, Genetic Programming and Evolvable Machines.

Multimodal Dual Attention Memory for Video Story Question Answering

Byoung-Tak Zhang, Jin-Hwa Kim, Seong-Ho Choi, 2018, ECCV.

PLM: A Model for Probabilistic Learning and Inference Based on DNA Computing

Byoung-Tak Zhang, 2005 .

SCAI TREC-8 Experiments

Byoung-Tak Zhang, Dong-Ho Shin, Sun Kim, 1999, TREC.

Mutual information-based evolution of hypernetworks for brain data analysis

Byoung-Tak Zhang, Eun-Sol Kim, Jun Soo Kwon, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Bayesian Filtering Method using n-gram Particle

Byoung-Tak Zhang, Ha-Young Jang, 2013 .

Online Incremental Structure Learning of Sum-Product Networks

Byoung-Tak Zhang, Sang-Woo Lee, Min-Oh Heo, 2013, ICONIP.

Evolving a population code for multimodal concept learning

Byoung-Tak Zhang, Ho-Sik Seok, Bado Lee, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Construction of Large-Scale Bayesian Networks by Local to Global Search

Byoung-Tak Zhang, Jae Won Lee, Kyu Baek Hwang, 2002, PRICAI.

Adaptive fitness functions for dynamic growing/pruning of program trees

Byoung-Tak Zhang, Heinz Mühlenbein, Byoung-Tak Zhang, 1996 .

Context Analysis based on Hypergraph Language Model for Automatic Storytelling

Byoung-Tak Zhang, Ha-Young Jang, 2011 .

Prediction of Protein Interaction with Neural Network-Based Feature Association Rule Mining

Byoung-Tak Zhang, Jae-Hong Eom, Byoung-Tak Zhang, 2006, ICONIP.

Hypernetwork Memory-Based Model for Infant's Language Learning

Byoung-Tak Zhang, Eunseok Lee, Ji-Hoon Lee, 2009 .

Adaptive Neural Network-Based Clustering of Yeast Protein-Protein Interactions

Byoung-Tak Zhang, Jae-Hong Eom, Byoung-Tak Zhang, 2004, CIT.

DramaQA: Character-Centered Video Story Understanding with Hierarchical QA

Seongho Choi, Kyoung-Woon On, Yu-Jung Heo, 2021, AAAI.

Devil's Advocate: Novel Boosting Ensemble Method from Psychological Findings for Text Classification

Byoung-Tak Zhang, Hwiyeol Jo, Jaeseo Lim, 2021, EMNLP.

Mounting Video Metadata on Transformer-based Language Model for Open-ended Video Question Answering pdf

Byoung-Tak Zhang, Donggeon Lee, Seongho Choi, 2021, ArXiv.

CogME: A Novel Evaluation Metric for Video Understanding Intelligence pdf

Yu-Jung Heo, Byoung-Tak Zhang, Jeonghoon Kim, 2021, ArXiv.

Reasoning Visual Dialog with Sparse Graph Learning and Knowledge Transfer

Byoung-Tak Zhang, Hwaran Lee, Gi-Cheon Kang, 2020, EMNLP.

Smooth-Swap: A Simple Enhancement for Face-Swapping with Smoothness pdf

Byoung-Tak Zhang, Jiseob Kim, Jihoon Lee, 2021, ArXiv.

Goal-Aware Cross-Entropy for Multi-Target Reinforcement Learning pdf

Byoung-Tak Zhang, Je-Hwan Ryu, Kibeom Kim, 2021, NeurIPS.

Toward a Human-Level Video Understanding Intelligence pdf

Yu-Jung Heo, Byoung-Tak Zhang, Jeh-Kwang Ryu, 2021, ArXiv.

M2FN: Multi-step Modality Fusion for Advertisement Image Assessment

Byoung-Tak Zhang, Jung-Woo Ha, Kyung-Min Kim, 2021, Appl. Soft Comput..

Attend What You Need: Motion-Appearance Synergistic Networks for Video Question Answering

Ahjeong Seo, Byoung-Tak Zhang, Gi-Cheon Kang, 2021, ACL.

Message Passing Adaptive Resonance Theory for Online Active Semi-supervised Learning pdf

Byoung-Tak Zhang, Injune Hwang, Won-Seok Choi, 2020, ICML.

Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents

Byoung-Tak Zhang, Kwanyoung Park, Hyunseok Oh, 2021, ICMI.

Multimodal Anomaly Detection based on Deep Auto-Encoder for Object Slip Perception of Mobile Manipulation Robots

Byoung-Tak Zhang, Chung-Yeon Lee, Youngjae Yoo, 2021, 2021 IEEE International Conference on Robotics and Automation (ICRA).

Convergence properties of Bayesian evolutionary algorithms with population size greater than 1

Byoung-Tak Zhang, Arnaud Doucet, Si-Eun Lee, 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

Gene Expression Pattern Analysis via Latent Variable Models Coupled with Topographic Clustering

Byoung-Tak Zhang, Jeong Ho Chang, Byoung-Tak Zhang, 2003 .

EXPERIMENTAL ANALYSIS OF 2-MULTIOBJECTIVE EVOLUTIONARY ALGORITHM

Byoung-Tak Zhang, In-Hee Lee, Byoung-Tak Zhang, 2004 .

The use of gold nanoparticle aggregation for DNA computing and logic-based biomolecular detection

Byoung-Tak Zhang, In-Hee Lee, Kyung-Ae Yang, 2008, Nanotechnology.

DNA sequence optimization using constrained multi-objective evolutionary algorithm

Byoung-Tak Zhang, In-Hee Lee, Soo-Yong Shin, 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

Molecular responses of Jurkat T-cells to 1763 MHz radiofrequency radiation

Byoung-Tak Zhang, Jeong-Sun Seo, Woong-Yang Park, 2008, International journal of radiation biology.

An English-Korean System for Human Assisted Language Translation

Byoung-Tak Zhang, Seung Sik Kang, Kwang Seob Shim, 1987 .

Characterization of biological effect of 1763 MHz radiofrequency exposure on auditory hair cells

Byoung-Tak Zhang, Jeong-Sun Seo, Woong-Yang Park, 2008, International journal of radiation biology.

Bilinear attention networks for VizWiz challenge

Byoung-Tak Zhang, Sungeun Hong, Jaehyun Jun, 2018 .

Learning-style recognition from eye-hand movement using a dynamic Bayesian network

Byoung-Tak Zhang, Eun-Sol Kim, Byoung-Tak Zhang, 2012 .

Active Learning Agents with Artificial Neural Brains

Byoung-Tak Zhang, Byoung-Tak Zhang, 2012 .

Identification of Caenorhabditis elegans MicroRNA Targets Using a Kernel Method

Byoung-Tak Zhang, Jin-Wu Nam, Byoung-Tak Zhang, 2005 .

Simulation and real-time monitoring of polymerase chain reaction for its higher efficiency

Byoung-Tak Zhang, Tai Hyun Park, Byoung-Tak Zhang, 2006 .

Integrated analysis of genome-wide DNA methylation and gene expression profiles in molecular subtypes of breast cancer

Byoung-Tak Zhang, Pearlly Yan, Kenneth P. Nephew, 2013, Nucleic acids research.

Deep ECGNet: An Optimal Deep Learning Framework for Monitoring Mental Stress Using Ultra Short-Term ECG Signals.

Byoung-Tak Zhang, Cheolsoo Park, Jiwoo You, 2018, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.

Solving traveling salesman problems with DNA molecules encoding numerical values.

Byoung-Tak Zhang, Tai Hyun Park, Byoung-Tak Zhang, 2004, Bio Systems.

Identification of novel anti-angiogenic factors by in silico functional gene screening method.

Moon-Kyoung Bae, Byoung-Tak Zhang, Jaehyuk Cha, 2003, Journal of biotechnology.

Bayesian Evolutionary Algorithms for Learning and Optimization

Byoung-Tak Zhang, 2000 .

Identification of cell cycle-related regulatory motifs using a kernel canonical correlation analysis

Byoung-Tak Zhang, Je-Keun Rhee, Je-Gun Joung, 2009, BMC Genomics.