Nello Cristianini

发表

Large Margin DAG's for Multiclass Classification

John Platt, Nello Cristianini, John Shawe-Taylor, 1999 .

Pattern Analysis (Data Mining, Intelligent Data Analysis, Pattern Discovery, Pattern Recognition)

Nello Cristianini, N. Cristianini, 2004 .

Support vector and kernel machines

Nello Cristianini, N. Cristianini, 2001 .

Kernel Methods for Pattern Analysis: Kernels for text

Nello Cristianini, John Shawe-Taylor, N. Cristianini, 2004 .

Neural Network (Artificial Neural Network, Backpropagation Network, Connectionist Network, Multilayer Perceptron)

Nello Cristianini, N. Cristianini, 2004 .

Proceedings of the Sixteenth International Conference on Machine Learning (ICML99)

John Shawe-Taylor, Nello Cristianini, Kristin P. Bennett, 1999 .

Handbook of Geometric Computing : Applications in Pattern Recognition

Nello Cristianini, Roman Rosipal, T De Bie, 2005 .

Neural Information Processing Systems (NIPS)

Nello Cristianini, T De Bie, N. Cristianini, 2003 .

The 17th ACM SIGKDD conference on Knowledge Discovery and Data Mining (KDD)

Nello Cristianini, Tristan Snowsill, Nrc Fyson, 2011 .

An Introduction to Support Vector Machines and Other Kernel-based Learning Methods

John Shawe-Taylor, Nello Cristianini, N. Cristianini, 2000 .

A Framework for Genomic Data Fusion and its Application to Membrane Protein Prediction

Michael I. Jordan, Tijl De Bie, Nello Cristianini, 2004 .

Simple Learning Algorithms for Training Support Vector Machines

Nello Cristianini, Colin Campbell, N. Cristianini, 1998 .

Semi-supervised learning

Nello Cristianini, T De Bie, N. Cristianini, 2006 .

Analysis of Text Patterns Using Kernel Methods

Nello Cristianini, Marco Turchi, Alessia Mammone, 2009 .

Kernel Methods: A Paradigm for Pattern Analysis

Nello Cristianini, John Shawe-Taylor, Nello Cristianini, 2006 .

Machine learning and knowledge discovery in databases : European conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012 : proceedings

Peter A. Flach, Tijl De Bie, Nello Cristianini, 2012 .

The Application of Support Vector Machines to Medical decision Support: A Case Study

Nello Cristianini, Nello Cristianini, I C G Campbell, 1999 .

Semi-Supervised Learning Using Semi-Definite Programming

Tijl De Bie, Nello Cristianini, 2006, Semi-Supervised Learning.

Support Vector Machine (SVM, Maximal Margin Classifier)

Nello Cristianini, N. Cristianini, 2014 .

On the Learnability of Concepts: With Applications to Comparing Word Embedding Algorithms pdf

Nello Cristianini, Adam Sutton, 2020, ArXiv.

the joint IAPR international workshops on Syntactical and Structural Pattern Recognition (SSPR 2004) and Statistical Pattern Recognition (SPR 2004)

Nello Cristianini, T De Bie, N. Cristianini, 2004 .

Machine Learning and Knowledge Discovery in Databases (ECML PKDD)

Nello Cristianini, Nello Cristianini, Ilias Flaounas, 2010 .

Kernel Methods for Pattern Analysis: Pattern analysis

Nello Cristianini, John Shawe-Taylor, N. Cristianini, 2004 .

Kernel Methods for Pattern Analysis: Notational conventions

Nello Cristianini, John Shawe-Taylor, Nello Cristianini, 2004 .

Margin Distribution and Soft Margin

Nello Cristianini, John Shawe-Taylor, Nello Cristianini, 2000 .

Controlling the Sensitivity of Support Vector Machines

Nello Cristianini, I C G Campbell, K Veropoulos, 1999 .

18th European Conference on Machine Learning (ECML07)

Elisa Ricci, Nello Cristianini, Bie Tijl De, 2007 .

Introduction to the special issue on kernel methods

John Shawe-Taylor, Nello Cristianini, Robert C. Williamson, 2002 .

Magic Moments for Structured Output Prediction

Tijl De Bie, Elisa Ricci, Nello Cristianini, 2008 .

Advances in Kernel Methods - Support Vector Learning

Nello Cristianini, John Shawe-Taylor, N. Cristianini, 1999 .

Machine Learning and Knowledge Discovery in Databases

Nello Cristianini, Peter A. Flach Tijl De Bie, N. Cristianini, 2012, Lecture Notes in Computer Science.

The Learning Methodology

Nello Cristianini, John Shawe-Taylor, N. Cristianini, 2000 .

Robustness and Statistical Significance of Pam-like Matrices for Cognate Identification

Nello Cristianini, Antonella Delmestri, N. Cristianini, 2010 .

Neural Network (Artificial Neural Network, Connectionist Network, Backpropagation Network, Multilayer Perceptron)

Nello Cristianini, Nello Cristianini, N. Cristianini, 2014 .

Supervised and Unsupervised Learning

Nello Cristianini, Nello Cristianini, N. Cristianini, 2004 .

7th International Symposium on Intelligent Data Analysis (IDA 2007)

Nello Cristianini, Bie Tijl De, Elisa Ricci, 2007 .

Large Margin Decision Trees for Induction and Transduction

John Shawe-Taylor, Nello Cristianini, Kristin P. Bennett, 1999, ICML 1999.

15th Int. Conf on Machine Learning

Nello Cristianini, John Shawe-Taylor, P Sybacek, 1998 .

Eigenproblems in Pattern Recognition

Tijl De Bie, Nello Cristianini, Roman Rosipal, 2005 .

Model Selection (Model Order Selection, Complexity Regularization)

Nello Cristianini, N. Cristianini, 2014 .

Support Vector and Kernel Methods for Pattern Recognition

Nello Cristianini, N. Cristianini, 2001 .

Introduction To Computational Genomics

Nello Cristianini, Nello Cristianini, Matthew W. Hahn, 2007 .

Kernel Methods for Pattern Analysis: List of kernels

Nello Cristianini, John Shawe-Taylor, Nello Cristianini, 2004 .

Clustering (Cluster Analysis)

Nello Cristianini, N. Cristianini, 2014 .

Support Vector Machines (Maximal Margin Classifiers, SVMs)

Nello Cristianini, N. Cristianini, 2004 .

On the Learnability of Concepts

Nello Cristianini, Adam Sutton, 2020, AIAI.

An introduction to Support Vector Machines

Nello Cristianini, John Shawe-Taylor, N. Cristianini, 2000 .

Nello Cristianini, Antonella Delmestri, N. Cristianini, 2010 .

Proceedings of the ECCAI Advanced Course in Artificial Intelligence, Chania, Greece (ACAI99)

Nello Cristianini, I C G Campbell, K Veropoulos, 1999 .

Multiplicative Updatings for Support Vector Learning

Nello Cristianini, John Shawe-Taylor, Colin Campbell, 1999 .

Machine learning and knowledge discovery in databases: ECML-PKDD Proceedings, Part II

Peter A. Flach, Tijl De Bie, Nello Cristianini, 2012 .

Support vector machines

Nello Cristianini, Marco Turchi, Alessia Mammone, 2009 .

Maximal Margin Classification using the KA Algorithm

Nello Cristianini, Colin Campbell, Thilo-thomas Frie, 1998 .

Automated analysis of the US presidential elections using Big Data and network analysis

Nello Cristianini, Saatviga Sudhahar, Giuseppe Alessandro Veltri, 2015 .

Multiplicative Updatings for Support Vector Machines

Nello Cristianini, John Shawe-Taylor, I C G Campbell, 1999 .

Proc.17th Int Conference on Machine Learning

Alexander J. Smola, Nello Cristianini, I C G Campbell, 2000 .

ACL 2008 Third Workshop on Statistical Machine Translation

Nello Cristianini, Nello Cristianini, Turchi Marco, 2008 .

Data mining in medicine

Tijl De Bie, Nello Cristianini, N. Cristianini, 2005 .

Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II

Peter A. Flach, Tijl De Bie, Nello Cristianini, 2012 .

Data mining, data fusion and information management

John Shawe-Taylor, Nello Cristianini, T De Bie, 2006 .

On the Extensions of Kernel Alignment

Nello Cristianini, John Shawe-Taylor, Jaz Kandola, 2002 .

Classification in Machine Learning (Discriminant Analysis)

Nello Cristianini, N. Cristianini, 2014 .

The Kernel-Adatron : A fast and simple learning procedure for support vector machines

Nello Cristianini, I C G Campbell, T Friess, 1998, ICML 1998.

Model Selection (Complexity Regularization, Model Order Selection)

Nello Cristianini, N. Cristianini, 2004 .

Large Margin Classification Using the Kernel Adatron Algorithm

Nello Cristianini, I C G Campbell, Th Frieβ, 1998 .