Search results for "SVMs"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
16	Nancy Arana-Daniel, Eduardo Bayro-Corrochano	MIMO SVMs for 3D object classification.	IJCNN	2006	DBLP DOI BibTeX RDF
16	Cam-Tu Nguyen, Trung-Kien Nguyen, Xuan Hieu Phan, Le-Minh Nguyen 0001, Quang-Thuy Ha	Vietnamese Word Segmentation with CRFs and SVMs: An Investigation.	PACLIC	2006	DBLP BibTeX RDF
16	Pannagadatta K. Shivaswamy, Tony Jebara	Permutation invariant SVMs.	ICML	2006	DBLP DOI BibTeX RDF
16	Olivier Chapelle, Mingmin Chi, Alexander Zien	A continuation method for semi-supervised SVMs.	ICML	2006	DBLP DOI BibTeX RDF
16	Shian-Chang Huang, Hsing-Wen Wang	Combining Time-Scale Feature Extractions with SVMs for Stock Index Forecasting.	ICONIP (3)	2006	DBLP DOI BibTeX RDF
16	Ganyun Lv, Jinjv Zheng, Haoran Zhang 0001	Multi-tie SVMs Classifier based Power Equipment Fault Diagnosis.	GrC	2006	DBLP DOI BibTeX RDF
16	S. Sathiya Keerthi, Dennis DeCoste	A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs.	J. Mach. Learn. Res.	2005	DBLP BibTeX RDF
16	Zonghua Zhang, Hong Shen 0001	Application of online-training SVMs for real-time intrusion detection with different considerations.	Comput. Commun.	2005	DBLP DOI BibTeX RDF
16	Zhengdeng Lei, Yang Dai	A Class of New Kernels Based on High-Scored Pairs of k-Peptides for SVMs and Its Application for Prediction of Protein Subcellular Localization.	Trans. Comp. Sys. Biology	2005	DBLP DOI BibTeX RDF	Protein subcellular localization, BLOSUM matrix, Gram-negative bacteria, support vector machine, kernel
16	Bernardete Ribeiro	On the Evaluation of Minkovsky Kernel for SVMs.	Neural Parallel Sci. Comput.	2005	DBLP BibTeX RDF
16	Bernard Haasdonk	Feature Space Interpretation of SVMs with Indefinite Kernels.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF
16	Jaime S. Cardoso 0001, Joaquim F. Pinto da Costa, Maria João Cardoso	Modelling ordinal relations with SVMs: An application to objective aesthetic evaluation of breast cancer conservative treatment.	Neural Networks	2005	DBLP DOI BibTeX RDF
16	Haifeng Li 0012, Tao Jiang 0001	A Class of Edit Kernels for SVMs to Predict Translation Initiation Sites in Eukaryotic mRNAs.	J. Comput. Biol.	2005	DBLP DOI BibTeX RDF
16	Xiangrong Zhang, Shuang Wang 0001, Tan Shan, Licheng Jiao	Radar target recognition using SVMs with a wrapper feature selection driven by immune clonal algorithm.	ESANN	2005	DBLP BibTeX RDF
16	Zhonghui Hu, Yuangui Li, Yunze Cai, Xiaoming Xu	Method of combining multi-class SVMs using Dempster-Shafer theory and its application.	ACC	2005	DBLP DOI BibTeX RDF
16	Cheuk Yiu Ip, William C. Regli	Manufacturing Processes Recognition of Machined Mechanical Parts using SVMs.	AAAI	2005	DBLP BibTeX RDF
16	Cheuk Yiu Ip, William C. Regli	Manufacturing Classification of CAD Models Using Curvature and SVMs.	SMI	2005	DBLP DOI BibTeX RDF
16	Zhonghui Hu, Yunze Cai, Ye Li, Yuangui Li, Xiaoming Xu	Data Fusion for Fault Diagnosis Using Dempster-Shafer Theory Based Multi-class SVMs.	ICNC (2)	2005	DBLP DOI BibTeX RDF
16	Hui Guo, Huayan Zhong	Chinese Classifier Assignment Using SVMs.	SIGHAN@IJCNLP 2005	2005	DBLP BibTeX RDF
16	Qiang Sun, Gerald DeJong	Feature Kernel Functions: Improving SVMs Using High-Level Knowledge.	CVPR (2)	2005	DBLP DOI BibTeX RDF
16	Yves Grandvalet, Johnny Mariéthoz, Samy Bengio	A Probabilistic Interpretation of SVMs with an Application to Unbalanced Classification.	NIPS	2005	DBLP BibTeX RDF
16	Jianmin Ma, Minh Ngoc Nguyen 0002, Gavyn Pang, Jagath C. Rajapakse	Gene Classification Using Codon Usage Patterns and SVMs.	CIBCB	2005	DBLP BibTeX RDF
16	Arkady Epshteyn, Gerald DeJong	Rotational Prior Knowledge for SVMs.	ECML	2005	DBLP DOI BibTeX RDF
16	Alain Rakotomamonjy, Vincent Guigue, Grégory Mallet, Victor Alvarado	Ensemble of SVMs for Improving Brain Computer Interface P300 Speller Performances.	ICANN (1)	2005	DBLP DOI BibTeX RDF
16	Ahmad Keshavarz, Hassan Ghassemian, Hamid Dehghani	Hierarchical classification of hyperspectral images by using SVMs and "same class neighborhood property".	IGARSS	2005	DBLP DOI BibTeX RDF
16	Lorenzo Bruzzone, Mingmin Chi, Mattia Marconcini	Transductive SVMs for semisupervised classification of hyperspectral data.	IGARSS	2005	DBLP DOI BibTeX RDF
16	Georgi I. Nalbantov, Jan C. Bioch, Patrick J. F. Groenen	Solving and Interpreting Binary Classification Problems in Marketing with SVMs.	GfKl	2005	DBLP DOI BibTeX RDF
16	S. Sathiya Keerthi	Generalized LARS as an effective feature selection tool for text classification with SVMs.	ICML	2005	DBLP DOI BibTeX RDF
16	Julien Meynet, Vlad Popovici, Matteo Sorci, Jean-Philippe Thiran	Combining SVMS for face class modeling.	EUSIPCO	2005	DBLP BibTeX RDF
16	Kenichi Maruyama, Minoru Maruyama, Hidetoshi Miyao, Yasuaki Nakano	A method to make multiple hypotheses with high cumulative recognition rate using SVMs.	Pattern Recognit.	2004	DBLP DOI BibTeX RDF
16	Huanxiang Liu, Ruisheng Zhang, Xiaojun Yao, Mancang Liu, Zhide Hu, Bo Tao Fan	Prediction of the Isoelectric Point of an Amino Acid Based on GA-PLS and SVMs.	J. Chem. Inf. Model.	2004	DBLP DOI BibTeX RDF
16	Xiaomei Liu, Lawrence O. Hall, Kevin W. Bowyer	Comments on "A Parallel Mixture of SVMs for Very Large Scale Problems".	Neural Comput.	2004	DBLP DOI BibTeX RDF
16	Jong-Hun Kim, Juyoung Lee, Bermseok Oh, Kuchan Kimm, InSong Koh	Prediction of phosphorylation sites using SVMs.	Bioinform.	2004	DBLP DOI BibTeX RDF
16	Ki-Joong Lee, Young-Sook Hwang, Seonho Kim, Hae-Chang Rim	Biomedical named entity recognition using two-phase model based on SVMs.	J. Biomed. Informatics	2004	DBLP DOI BibTeX RDF
16	Vikas Sindhwani, Subrata Rakshit, Dipti Deodhare, Deniz Erdogmus, José Carlos Príncipe, Partha Niyogi	Feature selection in MLPs and SVMs based on maximum output information.	IEEE Trans. Neural Networks	2004	DBLP DOI BibTeX RDF
16	Grace Ngai, Dekai Wu, Marine Carpuat, Chi-Shing Wang, Chi-Yung Wang	Semantic role labeling with Boosting, SVMs, Maximum Entropy, SNOW, and Decision Lists.	SENSEVAL@ACL	2004	DBLP BibTeX RDF
16	Kristiaan Pelckmans, Johan A. K. Suykens, Bart De Moor	Sparse LS-SVMs using additive regularization with a penalized validation criterion.	ESANN	2004	DBLP BibTeX RDF
16	Te Ming Huang, Vojislav Kecman	Bias Term b in SVMs Again.	ESANN	2004	DBLP BibTeX RDF
16	Shigeo Abe	Fuzzy LP-SVMs for Multiclass Problems.	ESANN	2004	DBLP BibTeX RDF
16	Giorgio Valentini	Random Aggregated and Bagged Ensembles of SVMs: An Empirical Bias?Variance Analysis.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
16	Alexei Pozdnoukhov, Samy Bengio	Tangent Vector Kernels for Invariant Image Classification with SVMs.	ICPR (3)	2004	DBLP DOI BibTeX RDF
16	Zhao Ying, Kwoh Chee Keong 0001	Fast Leave-One-Out Evaluation and Improvement on Inference for LS-SVMs.	ICPR (3)	2004	DBLP DOI BibTeX RDF
16	Zhenchun Lei, Zhaohui Wu 0001, Yingchun Yang	Accelerate training by DWT in speaker identification using SVMs.	SMC (1)	2004	DBLP DOI BibTeX RDF
16	Yukun Bao, Wen Wang, Jinlong Zhang	Forecasting intermittent demand by SVMs regression.	SMC (1)	2004	DBLP DOI BibTeX RDF
16	Stefan Rüping 0001	A Simple Method For Estimating Conditional Probabilities For SVMs.	LWA	2004	DBLP BibTeX RDF
16	Alain Rakotomamonjy	Optimizing Area Under Roc Curve with SVMs.	ROCAI	2004	DBLP BibTeX RDF
16	Evgeniy Gabrilovich, Shaul Markovitch	Text categorization with many redundant features: using aggressive feature selection to make SVMs competitive with C4.5.	ICML	2004	DBLP DOI BibTeX RDF
16	Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho	Gene Selection based on Multi-class SVMs and Genetic Algorithms.	WOB	2004	DBLP BibTeX RDF
16	Eduardo Jaques Spinosa, André Carlos Ponce de Leon Ferreira de Carvalho	SVMs for novel class detection in Bioinformatics.	WOB	2004	DBLP BibTeX RDF
16	Guizhi Li, Chengwan An, Jie Pang, Min Tan, Xuyan Tu	Place recognition based on Gabor filters and SVMs for mobile robot self-localization.	RAM	2004	DBLP DOI BibTeX RDF
16	Mike Fugate, James R. Gattiker	Computer Intrusion Detection with Classification and Anomaly Detection, Using SVMs.	Int. J. Pattern Recognit. Artif. Intell.	2003	DBLP DOI BibTeX RDF
16	Adam Kowalczyk, Bhavani Raskutti	Exploring Fringe Settings of SVMs for Classification.	PKDD	2003	DBLP DOI BibTeX RDF
16	Qinghua Guo 0002, Maggi Kelly, Catherine Graham	Predicting distribution of a new forest disease using one-class SVMs.	ICDM	2003	DBLP DOI BibTeX RDF
16	Guoqin Cui, Wen Gao 0001	SVMs for few examples-based face recognition.	ICASSP (2)	2003	DBLP DOI BibTeX RDF
16	Patrick Haffner, Gökhan Tür, Jerry H. Wright	Optimizing SVMs for complex call classification.	ICASSP (1)	2003	DBLP DOI BibTeX RDF
16	Ahmad Fuad Rezaur Rahman, Yuliya Tarnikova, Hassan Alam	Exploring a hybrid of support vector machines (SVMs) and a heuristic-based system in classifying web pages.	DRR	2003	DBLP DOI BibTeX RDF
16	Ki-Joong Lee, Young-Sook Hwang, Hae-Chang Rim	Two-Phase Biomedical NE Recognition based on SVMs.	BioNLP@ACL	2003	DBLP BibTeX RDF
16	Michael J. Quinlan, Stephan K. Chalup, Richard H. Middleton	Application of SVMs for Colour Classification and Collision Detection with AIBO Robots.	NIPS	2003	DBLP BibTeX RDF
16	Jinbo Bi	Multi-Objective Programming in SVMs.	ICML	2003	DBLP BibTeX RDF
16	Xiaojing Yuan, Xiaohui Yuan 0001, Fan Yang, Jing Peng, Bill P. Buckles	Gene Expression Classification: Decision Trees vs. SVMs.	FLAIRS	2003	DBLP BibTeX RDF
16	Tony Van Gestel, Johan A. K. Suykens, Gert R. G. Lanckriet, Annemie Lambrechts, Bart De Moor, Joos Vandewalle	Multiclass LS SVMs Moderated Outputs and Coding Decoding Schemes.	Neural Process. Lett.	2002	DBLP DOI BibTeX RDF
16	Ronan Collobert, Samy Bengio, Yoshua Bengio	A Parallel Mixture of SVMs for Very Large Scale Problems.	Neural Comput.	2002	DBLP DOI BibTeX RDF
16	Gary William Flake, Eric J. Glover, Steve Lawrence, C. Lee Giles	Extracting query modifications from nonlinear SVMs.	WWW	2002	DBLP DOI BibTeX RDF	support vector machine, sensitivity analysis, rule extraction, query modification
16	Fujun He, Wengang Shi	WPT-SVMs based approach for fault detection of valves in reciprocating pumps.	ACC	2002	DBLP DOI BibTeX RDF
16	Nathan D. Smith, Mark J. F. Gales	Using SVMS and discriminative models for speech recognition.	ICASSP	2002	DBLP DOI BibTeX RDF
16	Gang Wu 0005, Edward Y. Chang, Chung-Sheng Li	BPMs versus SVMs for image classification.	ICME (2)	2002	DBLP DOI BibTeX RDF
16	Mark Hubey	Arithmetic as Fuzzy Logic, Datamining and SVMs.	FSKD	2002	DBLP BibTeX RDF
16	Yves Grandvalet, Stéphane Canu	Adaptive Scaling for Feature Selection in SVMs.	NIPS	2002	DBLP BibTeX RDF
16	Larry M. Manevitz, Malik Yousef	One-Class SVMs for Document Classification.	J. Mach. Learn. Res.	2001	DBLP BibTeX RDF
16	Marcelo Barros de Almeida, Anelise P. Braga, João Pedro Braga	Training SVMs with EDR Algorithm.	Int. J. Neural Syst.	2001	DBLP DOI BibTeX RDF
16	Ilkka Autio, Tapio Elomaa, Teemu Kurppa	Robot Landmark Learning with SVMs.	SCAI	2001	DBLP BibTeX RDF
16	Hiroya Takamura, Yuji Matsumoto 0001	Feature Space Restructuring for SVMs with Application to Text Categorization.	EMNLP	2001	DBLP BibTeX RDF
16	Ronan Collobert, Samy Bengio, Yoshua Bengio	A Parallel Mixture of SVMs for Very Large Scale Problems.	NIPS	2001	DBLP BibTeX RDF
16	N. Smith, Mark J. F. Gales	Speech Recognition using SVMs.	NIPS	2001	DBLP BibTeX RDF
16	Ralf Herbrich, Thore Graepel	A PAC-Bayesian Margin Bound for Linear Classifiers: Why SVMs work.	NIPS	2000	DBLP BibTeX RDF
16	Jason Weston, Sayan Mukherjee 0001, Olivier Chapelle, Massimiliano Pontil, Tomaso A. Poggio, Vladimir Vapnik	Feature Selection for SVMs.	NIPS	2000	DBLP BibTeX RDF
15	Jakob Verbeek, Matthieu Guillaumin, Thomas Mensink, Cordelia Schmid	Image annotation with tagprop on the MIRFLICKR set.	Multimedia Information Retrieval	2010	DBLP DOI BibTeX RDF	image annotation
15	Tianshi Jiao, Jiming Peng, Tamás Terlaky	A confidence voting process for ranking problems based on support vector machines.	Ann. Oper. Res.	2009	DBLP DOI BibTeX RDF	“Max-Win” voting, Fuzzy voting, Ranking, Multi-class classification
15	Jen-Tzung Chien, Jung-Chun Chen	Recursive Bayesian Linear Regression for Adaptive Classification.	IEEE Trans. Signal Process.	2009	DBLP DOI BibTeX RDF
15	Nicolás García-Pedrajas	Constructing Ensembles of Classifiers by Means of Weighted Instance Selection.	IEEE Trans. Neural Networks	2009	DBLP DOI BibTeX RDF
15	Youngja Park, Stephen C. Gates	Towards real-time measurement of customer satisfaction using automatically generated call transcripts.	CIKM	2009	DBLP DOI BibTeX RDF	contact center calls, speech analytics, machine learning, classification, natural language processing, text mining, customer satisfaction
15	Nicola Segata, Enrico Blanzieri, Padraig Cunningham	A Scalable Noise Reduction Technique for Large Case-Based Systems.	ICCBR	2009	DBLP DOI BibTeX RDF
15	Nicola Segata, Enrico Blanzieri	Fast Local Support Vector Machines for Large Datasets.	MLDM	2009	DBLP DOI BibTeX RDF
15	Nguyen Thi Thanh Thuy, Ngo Anh Vien, Nguyen Hoang Viet, TaeChoong Chung	Probabilistic Ranking Support Vector Machine.	ISNN (2)	2009	DBLP DOI BibTeX RDF	Probabilistic SVM, Probabilistic ranking SVM, SVM, Ranking SVM
15	Hongbing Liu, Shengwu Xiong, Qiong Chen	Training fuzzy support vector machines by using boundary of rough set.	GEC Summit	2009	DBLP DOI BibTeX RDF	support vector machines, rough set, boundary, equivalence class, fuzzy support vector machines
15	António Gusmão, L. Miguel Silveira, José Monteiro 0001	Parameter tuning in SVM-based power macro-modeling.	ISQED	2009	DBLP DOI BibTeX RDF
15	Taichi Katayama, Takehito Utsuro, Yuuki Sato, Takayuki Yoshinaka, Yasuhide Kawada, Tomohiro Fukuhara	An empirical study on selective sampling in active learning for splog detection.	AIRWeb	2009	DBLP DOI BibTeX RDF	spam blog detection, SVM, active learning, selective sampling
15	Mani Arun Kumar, Madan Gopal	Text Categorization Using Fuzzy Proximal SVM and Distributional Clustering of Words.	PAKDD	2009	DBLP DOI BibTeX RDF	proximal SVM, fuzzy proximal SVM, support vector machines, Text categorization, distributional clustering
15	Shigeo Abe	Is Primal Better Than Dual.	ICANN (1)	2009	DBLP DOI BibTeX RDF
15	Ben Goodrich, David W. Albrecht, Peter E. Tischer	Algorithms for the Computation of Reduced Convex Hulls.	Australasian Conference on Artificial Intelligence	2009	DBLP DOI BibTeX RDF
15	Lionel Morgado, Carlos Pereira	Incremental Kernel Machines for Protein Remote Homology Detection.	HAIS	2009	DBLP DOI BibTeX RDF	incremental learning, Kernel machines, protein classification
15	Jacob E. D. Levman, Tony Leung, Petrina Causer, Donald B. Plewes, Anne L. Martel	Classification of Dynamic Contrast-Enhanced Magnetic Resonance Breast Lesions by Support Vector Machines.	IEEE Trans. Medical Imaging	2008	DBLP DOI BibTeX RDF
15	Le Thi Hoai An, Le Hoai Minh, Van Vinh Nguyen, Pham Dinh Tao	A DC programming approach for feature selection in support vector machines learning.	Adv. Data Anal. Classif.	2008	DBLP DOI BibTeX RDF	Mathematical Subject Classification (2000). 90C26, 62-07
15	Xun Liang 0001, Rong-Chang Chen, Xinyu Guo	Pruning Support Vector Machines Without Altering Performances.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
15	Baofeng Guo, Steve R. Gunn, Robert I. Damper, James D. B. Nelson	Customizing Kernel Functions for SVM-Based Hyperspectral Image Classification.	IEEE Trans. Image Process.	2008	DBLP DOI BibTeX RDF
15	Joachim Diederich	Rule Extraction from Support Vector Machines: An Introduction.	Rule Extraction from Support Vector Machines	2008	DBLP DOI BibTeX RDF
15	Hyun-Joo Kim, Jung-Guk Kim, Chun-Hyon Chang, Sunyoung Han, Shin Hue	An Efficient Task Serializer for Hard Real-Time TMO Systems.	ISORC	2008	DBLP DOI BibTeX RDF	Task Serializer, TMO, Hard Real-time Systems
15	Guilherme Hoefel, Charles Elkan	Learning a two-stage SVM/CRF sequence classifier.	CIKM	2008	DBLP DOI BibTeX RDF	support vector machines, conditional random fields, sequence learning
15	Xianyu Zhao, Yuan Dong, Hao Yang, Jian Zhao 0001, Liang Lu 0002, Haila Wang	Nonlinear kernel nuisance attribute projection for speaker verification.	ICASSP	2008	DBLP DOI BibTeX RDF
15	Jian-xiong Dong, Ching Y. Suen, Adam Krzyzak	Effective shrinkage of large multi-class linear svm models for text categorization.	ICPR	2008	DBLP DOI BibTeX RDF