Learning to recognize three-dimensional objects
Neural Computation
Pairwise Classification as an Ensemble Technique
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Constraint Classification: A New Approach to Multiclass Classification
ALT '02 Proceedings of the 13th International Conference on Algorithmic Learning Theory
Multiclassifier Systems: Back to the Future
MCS '02 Proceedings of the Third International Workshop on Multiple Classifier Systems
Probabilistic Discriminative Kernel Classifiers for Multi-class Problems
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Transforming classifier scores into accurate multiclass probability estimates
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
A Multiclass Classification Method Based on Multiple Pairwise Classifiers
ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
The Journal of Machine Learning Research
Using Discriminant Analysis for Multi-class Classification
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Efficient multi-way text categorization via generalized discriminant analysis
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Confidence-based dynamic ensemble for image annotation and semantics discovery
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
N-division output coding method applied to face recognition
Pattern Recognition Letters
Fast Binary Feature Selection with Conditional Mutual Information
The Journal of Machine Learning Research
Semantics and feature discovery via confidence-based ensemble
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Using One-Class and Two-Class SVMs for Multiclass Image Annotation
IEEE Transactions on Knowledge and Data Engineering
Error limiting reductions between classification tasks
ICML '05 Proceedings of the 22nd international conference on Machine learning
A Hierarchical Classifier Using New Support Vector Machine
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Neural Networks - 2005 Special issue: IJCNN 2005
Neural Networks - 2005 Special issue: IJCNN 2005
Multi-class pattern classification using neural networks
Pattern Recognition
Pairwise classifier combination using belief functions
Pattern Recognition Letters
Classifying web documents in a hierarchy of categories: a comprehensive study
Journal of Intelligent Information Systems
Evaluating indirect and direct classification techniques for network intrusion detection
Intelligent Data Analysis
A recursive method for discriminative mixture learning
Proceedings of the 24th international conference on Machine learning
Intelligent Data Analysis
Multiclass cell detection in bright field images of cell mixtures with ECOC probability estimation
Image and Vision Computing
Predicting WWW surfing using multiple evidence combination
The VLDB Journal — The International Journal on Very Large Data Bases
Comparing robustness of pairwise and multiclass neural-network systems for face recognition
EURASIP Journal on Advances in Signal Processing
General solution and learning method for binary classification with performance constraints
Pattern Recognition Letters
Regularized nonsmooth Newton method for multi-class support vector machines
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Text categorization via generalized discriminant analysis
Information Processing and Management: an International Journal
Label ranking by learning pairwise preferences
Artificial Intelligence
Multilabel classification via calibrated label ranking
Machine Learning
Combining Weighted SVMs and Spectrum-Based kNN for Multi-classification
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III
On Pairwise Naive Bayes Classifiers
ECML '07 Proceedings of the 18th European conference on Machine Learning
ECML '07 Proceedings of the 18th European conference on Machine Learning
Efficient Pairwise Classification
ECML '07 Proceedings of the 18th European conference on Machine Learning
A multiresolution spectral angle-based hyperspectral classification method
International Journal of Remote Sensing
Separability of ternary codes for sparse designs of error-correcting output codes
Pattern Recognition Letters
On Mixtures of Linear SVMs for Nonlinear Classification
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Learning Pairwise Dissimilarity Profiles for Appearance Recognition in Visual Surveillance
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
F-TRADE 3.0: An Agent-Based Integrated Framework for Data Mining Experiments
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
The offset tree for learning with partial labels
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
A framework for kernel-based multi-category classification
Journal of Artificial Intelligence Research
Using neutral examples for learning polarity
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Data & Knowledge Engineering
On predictive accuracy and risk minimization in pairwise label ranking
Journal of Computer and System Sciences
Traffic sign recognition using evolutionary adaboost detection and forest-ECOC classification
IEEE Transactions on Intelligent Transportation Systems
Pattern Recognition Letters
Interactive learning of the acoustic properties of household objects
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Evaluation of machine learning techniques for prostate cancer diagnosis and Gleason grading
International Journal of Computational Intelligence in Bioinformatics and Systems Biology
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
Combining SVM classifiers for multiclass problem: its application to face recognition
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Polychotomous classification with pairwise classifiers: a new voting principle
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Multi-category classification by soft-max combination of binary classifiers
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Binary classifier fusion based on the basic decomposition methods
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
How to do multi-way classification with two-way classifiers
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
On combined classifiers, rule induction and rough sets
Transactions on rough sets VI
An EA multi-model selection for SVM multiclass schemes
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
The kernelHMM: learning kernel combinations in structured output domains
Proceedings of the 29th DAGM conference on Pattern recognition
Discriminative temporal smoothing for activity recognition from wearable sensors
UCS'07 Proceedings of the 4th international conference on Ubiquitous computing systems
Novel support vector clustering with label assignment in enriched neighborhood
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
ALT'09 Proceedings of the 20th international conference on Algorithmic learning theory
A Study of Hierarchical and Flat Classification of Proteins
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Transductive learning from textual data with relevant example selection
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Automatic detection of dominance and expected interest
EURASIP Journal on Advances in Signal Processing
Support vector machines for inhabitant identification in smart houses
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Empirical remarks on output coding methods for face recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Learning a discriminative classifier using shape context distances
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Multi-class pattern classification based on a probabilistic model of combining binary classifiers
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
An improved optimal pairwise coupling classifier
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Sequence classification via large margin hidden Markov models
Data Mining and Knowledge Discovery
Emotional states in judicial courtrooms: An experimental investigation
Speech Communication
Text classification for data loss prevention
PETS'11 Proceedings of the 11th international conference on Privacy enhancing technologies
Learning from label preferences
DS'11 Proceedings of the 14th international conference on Discovery science
Combining binary classifiers with imprecise probabilities
IUKM'11 Proceedings of the 2011 international conference on Integrated uncertainty in knowledge modelling and decision making
A genetic algorithm-based rule extraction system
Applied Soft Computing
FORECAST: skimming off the malware cream
Proceedings of the 27th Annual Computer Security Applications Conference
Binarization approaches to email categorization
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
Distance function learning in error-correcting output coding framework
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
ALT'05 Proceedings of the 16th international conference on Algorithmic Learning Theory
A new support vector machine for multi-class classification
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Efficient prediction algorithms for binary decomposition techniques
Data Mining and Knowledge Discovery
Learning compositional categorization models
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Which is the best multiclass SVM method? an empirical study
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
On ECOC as binary ensemble classifiers
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
A weakly-supervised approach to argumentative zoning of scientific documents
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
An associative memory approach to medical decision support systems
Computer Methods and Programs in Biomedicine
Classification of users by using support vector machines
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Design of reject rules for ECOC classification systems
Pattern Recognition
COSADE'12 Proceedings of the Third international conference on Constructive Side-Channel Analysis and Secure Design
Efficient pairwise classification using local cross off strategy
Canadian AI'12 Proceedings of the 25th Canadian conference on Advances in Artificial Intelligence
Automatic classification of archaeological pottery sherds
Journal on Computing and Cultural Heritage (JOCCH)
Enhancing directed binary trees for multi-class classification
Information Sciences: an International Journal
A multi-tier ensemble construction of classifiers for phishing email detection and filtering
CSS'12 Proceedings of the 4th international conference on Cyberspace Safety and Security
Technical Section: Interactive example-based hatching
Computers and Graphics
Towards user identification in the home from appliance usage patterns
Proceedings of the 2013 ACM conference on Pervasive and ubiquitous computing adjunct publication
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
First progresses in evaluation of resonance in staff selection through speech emotion recognition
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
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