A Probabilistic Classification System for Predicting the Cellular Localization Sites of Proteins

GEC: An Evolutionary Approach for Evolving Classifiers

PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

An empirical comparison of supervised machine learning techniques in bioinformatics

APBC '03 Proceedings of the First Asia-Pacific bioinformatics conference on Bioinformatics 2003 - Volume 19

Semisupervised Learning of Hierarchical Latent Trait Models for Data Visualization

IEEE Transactions on Knowledge and Data Engineering

TreeSOM: cluster analysis in the self-organizing map

Neural Networks - 2006 Special issue: Advances in self-organizing maps--WSOM'05

Online Adaptive Decision Trees: Pattern Classification and Function Approximation

Neural Computation

Investigating diversity of clustering methods: An empirical comparison

Data & Knowledge Engineering

Robust support vector machines for classification and computational issues

Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine

A hybrid method based on artificial immune system and k-NN algorithm for better prediction of protein cellular localization sites

Applied Soft Computing

Initializing Partition-Optimization Algorithms

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Prediction of protein cellular localization sites using a hybrid method based on artificial immune system and fuzzy k-NN algorithm

Digital Signal Processing

An Experimental Comparison of Kernel Clustering Methods

Proceedings of the 2009 conference on New Directions in Neural Networks: 18th Italian Workshop on Neural Networks: WIRN 2008

On the use of classification reliability for improving performance of the one-per-class decomposition method

Data & Knowledge Engineering

Information theoretic novelty detection

Pattern Recognition

Improving rule extraction from neural networks by modifying hidden layer representations

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

On voting-based consensus of cluster ensembles

Pattern Recognition

Investigating better multi-layer perceptrons for the task of classification

WSEAS Transactions on Computers

Snap-drift self organising map

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II

Discriminative Motif Finding for Predicting Protein Subcellular Localization

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Sample subset optimization for classifying imbalanced biological data

PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II

A balanced neural tree for pattern classification

Neural Networks

Active learning for probabilistic neural networks

ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I

A measure oriented training scheme for imbalanced classification problems

PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining

Similarity-Dissimilarity Plot for Visualization of High Dimensional Data in Biomedical Pattern Classification

Journal of Medical Systems

On achieving semi-supervised pattern recognition by utilizing tree-based SOMs

Pattern Recognition

An Intelligent Operator for Genetic Fuzzy Rule Based System

International Journal of Intelligent Information Technologies

Controlling Relations between the Individuality and Collectivity of Neurons and its Application to Self-Organizing Maps

Neural Processing Letters

Identifying predictive hubs to condense the training set of $$k$$-nearest neighbour classifiers

Computational Statistics