On feature distributional clustering for text categorization
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Error Correcting Codes with Optimized Kullback-Leibler Distances for Text Categorization
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Ensembles of Learning Machines
WIRN VIETRI 2002 Proceedings of the 13th Italian Workshop on Neural Nets-Revised Papers
Support Vector Representation of Multi-categorical Data
ICANN '02 Proceedings of the International Conference on Artificial Neural Networks
Constraint Classification: A New Approach to Multiclass Classification
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
Dependence among Codeword Bits Errors in ECOC Learning Machines: An Experimental Analysis
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Ultraconservative Online Algorithms for Multiclass Problems
COLT '01/EuroCOLT '01 Proceedings of the 14th Annual Conference on Computational Learning Theory and and 5th European Conference on Computational Learning Theory
Cancer classification using gene expression data
Information Systems - Special issue: Data management in bioinformatics
A repetition based measure for verification of text collections and for text categorization
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
An introduction to boosting and leveraging
Advanced lectures on machine learning
Reducing multiclass to binary: a unifying approach for margin classifiers
The Journal of Machine Learning Research
On the algorithmic implementation of multiclass kernel-based vector machines
The Journal of Machine Learning Research
Ultraconservative online algorithms for multiclass problems
The Journal of Machine Learning Research
In Defense of One-Vs-All Classification
The Journal of Machine Learning Research
A hierarchical method for multi-class support vector machines
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Credit rating analysis with support vector machines and neural networks: a market comparative study
Decision Support Systems - Special issue: Data mining for financial decision making
Data driven approach to designing minimum hamming distance polychotomizer
Proceedings of the 2005 ACM symposium on Applied computing
Multi-class protein fold recognition using adaptive codes
ICML '05 Proceedings of the 22nd international conference on Machine learning
Unifying the error-correcting and output-code AdaBoost within the margin framework
ICML '05 Proceedings of the 22nd international conference on Machine learning
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Multi-class pattern classification using neural networks
Pattern Recognition
A cooperative constructive method for neural networks for pattern recognition
Pattern Recognition
Unifying multi-class AdaBoost algorithms with binary base learners under the margin framework
Pattern Recognition Letters
Step Size Adaptation in Reproducing Kernel Hilbert Space
The Journal of Machine Learning Research
Gini Support Vector Machine: Quadratic Entropy Based Robust Multi-Class Probability Regression
The Journal of Machine Learning Research
Improved binary PSO for feature selection using gene expression data
Computational Biology and Chemistry
A sequential dual method for large scale multi-class linear svms
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Selection of significant independent components for ECG beat classification
Expert Systems with Applications: An International Journal
A new maximal-margin spherical-structured multi-class support vector machine
Applied Intelligence
Multi-prototype support vector machine
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
One-versus-one and one-versus-all multiclass SVM-RFE for gene selection in cancer classification
EvoBIO'07 Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Good error correcting output codes for adaptive multiclass learning
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
A new multi-class support vector machine with multi-sphere in the feature space
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
Adaptive ECG compression using support vector machine
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
A novel SVM-based method for moving video objects recognition
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Large linear classification when data cannot fit in memory
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
MammoSys: A content-based image retrieval system using breast density patterns
Computer Methods and Programs in Biomedicine
Discriminative semi-supervised feature selection via manifold regularization
IEEE Transactions on Neural Networks
A sparse nearest mean classifier for high dimensional multi-class problems
Pattern Recognition Letters
Improved binary particle swarm optimization using catfish effect for feature selection
Expert Systems with Applications: An International Journal
Selective block minimization for faster convergence of limited memory large-scale linear models
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Maximum Margin One Class Support Vector Machines for multiclass problems
Pattern Recognition Letters
Reducing number of classifiers in DAGSVM based on class similarity
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing: Part I
A multiclass classification method based on output design
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Computers and Operations Research
A multiclass classification framework for document categorization
DAS'06 Proceedings of the 7th international conference on Document Analysis Systems
Application of global optimization methods to model and feature selection
Pattern Recognition
Design of reject rules for ECOC classification systems
Pattern Recognition
Regularization techniques for learning with matrices
The Journal of Machine Learning Research
Linear classifier combination and selection using group sparse regularization and hinge loss
Pattern Recognition Letters
| Hi-index | 0.00 |