The nature of statistical learning theory
The nature of statistical learning theory
Machine Learning
Discovering informative patterns and data cleaning
Advances in knowledge discovery and data mining
Inductive learning algorithms and representations for text categorization
Proceedings of the seventh international conference on Information and knowledge management
Advances in kernel methods: support vector learning
Advances in kernel methods: support vector learning
Fast training of support vector machines using sequential minimal optimization
Advances in kernel methods
Reducing the run-time complexity in support vector machines
Advances in kernel methods
Support vector density estimation
Advances in kernel methods
Kernel principal component analysis
Advances in kernel methods
From regularization operators to support vector kernels
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
Dynamically adapting kernels in support vector machines
Proceedings of the 1998 conference on Advances in neural information processing systems II
Shrinking the tube: a new support vector regression algorithm
Proceedings of the 1998 conference on Advances in neural information processing systems II
An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
Advances in Large Margin Classifiers
Advances in Large Margin Classifiers
A Tutorial on Support Vector Machines for Pattern Recognition
Data Mining and Knowledge Discovery
Training Invariant Support Vector Machines
Machine Learning
Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
The Kernel-Adatron Algorithm: A Fast and Simple Learning Procedure for Support Vector Machines
ICML '98 Proceedings of the Fifteenth International Conference on Machine Learning
Duality and Geometry in SVM Classifiers
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Estimating the Generalization Performance of an SVM Efficiently
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Margin Distribution Bounds on Generalization
EuroCOLT '99 Proceedings of the 4th European Conference on Computational Learning Theory
A Column Generation Algorithm For Boosting
ICML '00 Proceedings of the Seventeenth International Conference on Machine Learning
Optimization methods in massive data sets
Handbook of massive data sets
Training Support Vector Machines: an Application to Face Detection
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
A General Framework for Object Detection
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
A tutorial on support vector regression
Statistics and Computing
Neural Computation
Bounds on Error Expectation for Support Vector Machines
Neural Computation
Comparing support vector machines with Gaussian kernels to radialbasis function classifiers
IEEE Transactions on Signal Processing
Support vector machines for spam categorization
IEEE Transactions on Neural Networks
A New Cache Replacement Algorithm in SMO
SVM '02 Proceedings of the First International Workshop on Pattern Recognition with Support Vector Machines
Signal Processing - Special issue: Genomic signal processing
What's the code?: automatic classification of source code archives
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
eBizSearch: an OAI-compliant digital library for eBusiness
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
Classification of source code archives
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A survey of kernels for structured data
ACM SIGKDD Explorations Newsletter
User re-authentication via mouse movements
Proceedings of the 2004 ACM workshop on Visualization and data mining for computer security
Training Support Vector Machines Using Gilbert's Algorithm
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Three-dimensional view-invariant face recognition using a hierarchical pose-normalization strategy
Machine Vision and Applications
One-Class Novelty Detection for Seizure Analysis from Intracranial EEG
The Journal of Machine Learning Research
Inferring protein-protein interaction networks from protein complex data
International Journal of Bioinformatics Research and Applications
A classification method based on generalized eigenvalue problems
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Robust support vector machines for classification and computational issues
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Collaborative Target Classification for Image Recognition in Wireless Sensor Networks
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Fuzzy Regions for Handling Uncertainty in Remote Sensing Image Segmentation
ICCSA '08 Proceeding sof the international conference on Computational Science and Its Applications, Part I
Stock price effects analysis between US and Taiwanese online stock trading
International Journal of Electronic Finance
Using domain-specific knowledge in generalization error bounds for support vector machine learning
Decision Support Systems
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Internet traffic classification demystified: myths, caveats, and the best practices
CoNEXT '08 Proceedings of the 2008 ACM CoNEXT Conference
Immune Particle Swarm Optimization for Support Vector Regression on Forest Fire Prediction
ISNN 2009 Proceedings of the 6th International Symposium on Neural Networks: Advances in Neural Networks - Part II
A Supervised Learning Technique and Its Applications to Computational Biology
Computational Intelligence Methods for Bioinformatics and Biostatistics
Clustering High Dimensional Data Using SVM
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
An online condition number query system
Proceedings of the 46th Annual Southeast Regional Conference on XX
Multiclass support vector machines for articulatory feature classification
AAAI'06 proceedings of the 21st national conference on Artificial intelligence - Volume 2
Distributed visual-target-surveillance system in wireless sensor networks
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
GVE '07 Proceedings of the IASTED International Conference on Graphics and Visualization in Engineering
Scalable biomedical Named Entity Recognition: investigation of a database-supported SVM approach
International Journal of Bioinformatics Research and Applications
Some properties of the Gaussian kernel for one class learning
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Support vector-based feature selection using Fisher's linear discriminant and Support Vector Machine
Expert Systems with Applications: An International Journal
Soft Nearest Convex Hull Classifier
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Research an educational software defect prediction model based on SVM
Edutainment'10 Proceedings of the Entertainment for education, and 5th international conference on E-learning and games
Utilizing past relations and user similarities in a social matching system
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II
A modular neural network approach to improve map-matched GPS positioning
W2GIS'06 Proceedings of the 6th international conference on Web and Wireless Geographical Information Systems
Modeling and predicting quality in spoken human-computer interaction
SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Affective Interaction in Natural Environments
Improving urban land cover classification using fuzzy image segmentation
Transactions on Computational Science VI
Automatic classification of regular vs. irregular phonation types
NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing
PSL'11 Proceedings of the First IAPR TC3 conference on Partially Supervised Learning
Towards fine-grained urban traffic knowledge extraction using mobile sensing
Proceedings of the ACM SIGKDD International Workshop on Urban Computing
Efficient classification based methods for global sensitivity analysis
Computers and Structures
Review: Supervised classification and mathematical optimization
Computers and Operations Research
International Journal of Artificial Intelligence and Soft Computing
Computer Speech and Language
X-Class: Associative Classification of XML Documents by Structure
ACM Transactions on Information Systems (TOIS)
The effect of fuzzy training targets on voice quality classification
MPRSS'12 Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction
Quantifying target spotting performances with complex geoscientific imagery using ERP P300 responses
International Journal of Human-Computer Studies
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