Support vector machines: hype or hallelujah?
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
A statistical learning learning model of text classification for support vector machines
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Choosing Multiple Parameters for Support Vector Machines
Machine Learning
Learner's Self-Assessment: A Case Study of SVM for Information Retrieval
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Incremental Support Vector Machine Learning: A Local Approach
ICANN '01 Proceedings of the International Conference on Artificial Neural Networks
Transformation-Based Learning Using Multirelational Aggregation
ILP '01 Proceedings of the 11th International Conference on Inductive Logic Programming
Leave-one-out bounds for kernel methods
Neural Computation
Asymptotic behaviors of support vector machines with Gaussian kernel
Neural Computation
CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics
Radius margin bounds for support vector machines with the RBF kernel
Neural Computation
Accurate on-line support vector regression
Neural Computation
Cost-Sensitive Learning by Cost-Proportionate Example Weighting
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Categorizing web queries according to geographical locality
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Symbolization assisted SVM classifier for noisy data
Pattern Recognition Letters
Learning and evaluating classifiers under sample selection bias
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Goal-oriented methods and meta methods for document classification and their parameter tuning
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Predicting the product purchase patterns of corporate customers
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
Investigation into Biomedical Literature Classification Using Support Vector Machines
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
Efficient performance estimate for one-class support vector machine
Pattern Recognition Letters
Leave-One-Out Bounds for Support Vector Regression Model Selection
Neural Computation
Two-phase biomedical NE recognition based on SVMs
BioMed '03 Proceedings of the ACL 2003 workshop on Natural language processing in biomedicine - Volume 13
Knowledge and Information Systems
Optimizing resources in model selection for support vector machine
Pattern Recognition
Pattern recognition with SVM and dual-tree complex wavelets
Image and Vision Computing
A hybrid machine learning approach to network anomaly detection
Information Sciences: an International Journal
Learning drifting concepts: Example selection vs. example weighting
Intelligent Data Analysis
ACST'07 Proceedings of the third conference on IASTED International Conference: Advances in Computer Science and Technology
Granular Kernel Trees with parallel Genetic Algorithms for drug activity comparisons
International Journal of Data Mining and Bioinformatics
Boosting classifiers for drifting concepts
Intelligent Data Analysis - Knowlegde Discovery from Data Streams
Applying genetic algorithms and support vector machines to the gene selection problem
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - VIII Brazilian Symposium on Neural Networks
Stopping conditions for exact computation of leave-one-out error in support vector machines
Proceedings of the 25th international conference on Machine learning
A hybrid GA & back propagation approach for gene selection and classification of microarray data
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
A Leave-One-Out Bound for ν-Support Vector Regression
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
Using Laplace and angular measures for Feature Selection in Text Categorisation
International Journal of Advanced Intelligence Paradigms
Associated evolution of a support vector machine-based classifier for pedestrian detection
Information Sciences: an International Journal
Class dependent feature scaling method using naive Bayes classifier for text datamining
Pattern Recognition Letters
Auto-correlation wavelet support vector machine
Image and Vision Computing
Automatic term categorization by extracting knowledge from the Web
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
Model selection for the LS-SVM. Application to handwriting recognition
Pattern Recognition
Efficient linearization of tree kernel functions
CoNLL '09 Proceedings of the Thirteenth Conference on Computational Natural Language Learning
An incremental learning algorithm for Lagrangian support vector machines
Pattern Recognition Letters
Computational Biology and Chemistry
Chinese term extraction using different types of relevance
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Reverse engineering of tree kernel feature spaces
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
An optimization on pictogram identification for the road-sign recognition task using SVMs
Computer Vision and Image Understanding
A hybrid optimization strategy for simplifying the solutions of support vector machines
Pattern Recognition Letters
A study of tuning hyperparameters for support vector machines
ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartI
Tuning L1-SVM hyperparameters with modified radius margin bounds and simulated annealing
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
An improved parameter tuning method for support vector machines
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Classification of mycobacterium tuberculosis in images of ZN-stained sputum smears
IEEE Transactions on Information Technology in Biomedicine
A modified support vector machine and its application to image segmentation
Image and Vision Computing
On reverse feature engineering of syntactic tree kernels
CoNLL '10 Proceedings of the Fourteenth Conference on Computational Natural Language Learning
Neighboring joint density-based JPEG steganalysis
ACM Transactions on Intelligent Systems and Technology (TIST)
Density-induced margin support vector machines
Pattern Recognition
An Iterative Method for Deciding SVM and Single Layer Neural Network Structures
Neural Processing Letters
Steganalysis of DCT-embedding based adaptive steganography and YASS
Proceedings of the thirteenth ACM multimedia workshop on Multimedia and security
Semantic convolution kernels over dependency trees: smoothed partial tree kernel
Proceedings of the 20th ACM international conference on Information and knowledge management
MiFor '11 Proceedings of the 3rd international ACM workshop on Multimedia in forensics and intelligence
The bounds on the rate of uniform convergence for learning machine
ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I
The use of SVM for chinese new word identification
IJCNLP'04 Proceedings of the First international joint conference on Natural Language Processing
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
A hybrid GA/SVM approach for gene selection and classification of microarray data
EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing
Multi-scale support vector machine for regression estimation
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Structured lexical similarity via convolution kernels on dependency trees
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Multi-objective parameters selection for SVM classification using NSGA-II
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Semantic Processing of Legal Texts
Transactions on Computational Systems Biology V
An infinite mixture of inverted dirichlet distributions
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
Automated detection of sand dunes on mars
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part II
A knowledge dashboard for manufacturing industries
ESWC'11 Proceedings of the 8th international conference on The Semantic Web
Artificial Intelligence in Medicine
Verb classification using distributional similarity in syntactic and semantic structures
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A survey on concept drift adaptation
ACM Computing Surveys (CSUR)
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