Search results for "SVMs"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
16	Antti Airola, Tapio Pahikkala, Tapio Salakoski	Training linear ranking SVMs in linearithmic time using red-black trees.	Pattern Recognit. Lett.	2011	DBLP DOI BibTeX RDF
16	Hicham Laanaya, Fahed Abdallah, Hichem Snoussi, Cédric Richard	Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold.	Pattern Recognit. Lett.	2011	DBLP DOI BibTeX RDF
16	José Manuel Cadenas, María del Carmen Garrido, Enrique Muñoz	Facing dynamic optimization using a cooperative metaheuristic configured via fuzzy logic and SVMs.	Appl. Soft Comput.	2011	DBLP DOI BibTeX RDF
16	Pratyay Konar, P. Chattopadhyay	Bearing fault detection of induction motor using wavelet and Support Vector Machines (SVMs).	Appl. Soft Comput.	2011	DBLP DOI BibTeX RDF
16	Cyril Allauzen, Corinna Cortes, Mehryar Mohri	A Dual Coordinate Descent Algorithm for SVMs Combined with Rational Kernels.	Int. J. Found. Comput. Sci.	2011	DBLP DOI BibTeX RDF
16	Kaushik Roy 0002, Prabir Bhattacharya, Ching Y. Suen	Towards nonideal iris recognition based on level set method, genetic algorithms and adaptive asymmetrical SVMs.	Eng. Appl. Artif. Intell.	2011	DBLP DOI BibTeX RDF
16	Mitchell McLaren, Driss Matrouf, Robbie Vogt, Jean-François Bonastre	Applying SVMs and weight-based factor analysis to unsupervised adaptation for speaker verification.	Comput. Speech Lang.	2011	DBLP DOI BibTeX RDF
16	H. D. Tran, Haizhou Li 0001	Sound Event Recognition With Probabilistic Distance SVMs.	IEEE Trans. Speech Audio Process.	2011	DBLP DOI BibTeX RDF
16	Xiaobai Liu, Xiaotong Yuan, Shuicheng Yan, Hai Jin 0001	Multi-class semi-supervised SVMs with Positiveness Exclusive Regularization.	ICCV	2011	DBLP DOI BibTeX RDF
16	Tomasz Malisiewicz, Abhinav Gupta 0001, Alexei A. Efros	Ensemble of exemplar-SVMs for object detection and beyond.	ICCV	2011	DBLP DOI BibTeX RDF
16	Sathiya Keerthi Selvaraj, Bigyan Bhar, Sundararajan Sellamanickam, Shirish K. Shevade	Semi-supervised SVMs for classification with unknown class proportions and a small labeled dataset.	CIKM	2011	DBLP DOI BibTeX RDF
16	Ajalmar R. da Rocha Neto, Guilherme De A. Barreto	A Novel Heuristic for Building Reduced-Set SVMs Using the Self-Organizing Map.	IWANN (1)	2011	DBLP DOI BibTeX RDF
16	Wu Xiao Meng, Gao Wei Xin, Tang Nan	Application Study on Detection of Pipeline Weld Defects Based on SVMs.	CSISE (1)	2011	DBLP DOI BibTeX RDF
16	Gaël de Lannoy, Damien François, Michel Verleysen	Class-Specific Feature Selection for One-Against-All Multiclass SVMs.	ESANN	2011	DBLP BibTeX RDF
16	Lucie Daubigney, Olivier Pietquin	Single-trial P300 detection with Kalman filtering and SVMs.	ESANN	2011	DBLP BibTeX RDF
16	Jorge López Lázaro, Kris De Brabanter, José R. Dorronsoro, Johan A. K. Suykens	Sparse LS-SVMs with L0 - norm minimization.	ESANN	2011	DBLP BibTeX RDF
16	Shirish K. Shevade, Balamurugan Palaniappan, S. Sundararajan, S. Sathiya Keerthi	A Sequential Dual Method for Structural SVMs.	SDM	2011	DBLP DOI BibTeX RDF
16	Santanu Das, Nikunj C. Oza	Sparse Solutions for Single Class SVMs: A Bi-Criterion Approach.	SDM	2011	DBLP DOI BibTeX RDF
16	Andrew Cotter, Nathan Srebro, Joseph Keshet	A GPU-tailored approach for training kernelized SVMs.	KDD	2011	DBLP DOI BibTeX RDF
16	Claudia Nickel, Holger Brandt, Christoph Busch 0001	Benchmarking the performance of SVMs and HMMs for accelerometer-based biometric gait recognition.	ISSPIT	2011	DBLP DOI BibTeX RDF
16	Sergio Herrero-Lopez	Accelerating SVMs by integrating GPUs into MapReduce clusters.	SMC	2011	DBLP DOI BibTeX RDF
16	Ziming Zhang, Jonathan Warrell, Philip H. S. Torr	Proposal generation for object detection using cascaded ranking SVMs.	CVPR	2011	DBLP DOI BibTeX RDF
16	Cuiqin Hou, Yibin Hou, Zhangqin Huang, Qian Liu	Overlapping One-Class SVMs for Utterance Verification in Speech Recognition.	TrustCom	2011	DBLP DOI BibTeX RDF
16	Jingnian Chen, Cheng-Lin Liu	Instance selection for speeding up multi-class SVMs with neighborhoods.	ACPR	2011	DBLP DOI BibTeX RDF
16	Elad Hazan, Tomer Koren, Nati Srebro	Beating SGD: Learning SVMs in Sublinear Time.	NIPS	2011	DBLP BibTeX RDF
16	Gautam Kunapuli, Richard Maclin, Jude W. Shavlik	Advice Refinement in Knowledge-Based SVMs.	NIPS	2011	DBLP BibTeX RDF
16	Mona Eberts, Ingo Steinwart	Optimal learning rates for least squares SVMs using Gaussian kernels.	NIPS	2011	DBLP BibTeX RDF
16	Marta Ruiz-Llata, Guillermo Guarnizo, Carlos Boya	Embedded power quality monitoring system based on Independent Component Analysis and SVMs.	IJCNN	2011	DBLP DOI BibTeX RDF
16	Jacky Baltes, Stela Hanbyeol Seo, Chi Tai Cheng, Meng Cheng Lau, John Anderson 0001	Learning of Facial Gestures Using SVMs.	FIRA	2011	DBLP DOI BibTeX RDF
16	Lian-Zhi Huo, Ping Tang	Spectral and spatial classification of hyperspectral data using SVMs and Gabor textures.	IGARSS	2011	DBLP DOI BibTeX RDF
16	Guifang Duan, Yen-Wei Chen 0001	A Statistical Shape Model and SVMs Based Scheme for Visual Inspection of Microdrill Bits in PCB Production.	MVA	2011	DBLP BibTeX RDF
16	Xun Liang 0001	Feature space versus empirical kernel map and row kernel space in SVMs.	Neural Comput. Appl.	2010	DBLP DOI BibTeX RDF
16	Nicolas Usunier, Antoine Bordes, Léon Bottou	Guarantees for Approximate Incremental SVMs.	AISTATS	2010	DBLP BibTeX RDF
16	Thomas Deselaers, Georg Heigold, Hermann Ney	Object classification by fusing SVMs and Gaussian mixtures.	Pattern Recognit.	2010	DBLP DOI BibTeX RDF
16	Kaushik Roy 0002, Prabir Bhattacharya	Improvement of Iris Recognition Performance Using Region-Based Active Contours, Genetic Algorithms and SVMs.	Int. J. Pattern Recognit. Artif. Intell.	2010	DBLP DOI BibTeX RDF
16	Mohsen Behzad, Keyvan Asghari, Emery A. Coppola	Comparative Study of SVMs and ANNs in Aquifer Water Level Prediction.	J. Comput. Civ. Eng.	2010	DBLP DOI BibTeX RDF
16	Ithipan Methasate, Thanaruk Theeramunkong	A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs.	IEICE Trans. Inf. Syst.	2010	DBLP DOI BibTeX RDF
16	Ferdinando Giacco, Christian Thiel 0002, Luca Pugliese, Silvia Scarpetta, Maria Marinaro	Uncertainty Analysis for the Classification of Multispectral Satellite Images Using SVMs and SOMs.	IEEE Trans. Geosci. Remote. Sens.	2010	DBLP DOI BibTeX RDF
16	Saturnino Maldonado-Bascón, Javier Acevedo-Rodríguez, Sergio Lafuente-Arroyo, Antonio Fernández-Caballero 0001, Francisco López-Ferreras	An optimization on pictogram identification for the road-sign recognition task using SVMs.	Comput. Vis. Image Underst.	2010	DBLP DOI BibTeX RDF
16	Olivier Chapelle, S. Sathiya Keerthi	Efficient algorithms for ranking with SVMs.	Inf. Retr.	2010	DBLP DOI BibTeX RDF
16	Yanshan Xiao, Bo Liu 0002, Dan Luo 0001, Longbing Cao, Feiqi Deng, Zhifeng Hao	Multi-agent system for customer relationship management with SVMs tool.	Int. J. Intell. Inf. Database Syst.	2010	DBLP DOI BibTeX RDF
16	Zhiyong Zhang, Bailin Yang, Xun Wang	A Log-Based 3D Model Retrieval Relevance Feedback Scheme Using Biased SVMs.	J. Networks	2010	DBLP DOI BibTeX RDF
16	Shaohua Teng, Hongle Du, Naiqi Wu, Wei Zhang 0005, Jiangyu Su	A Cooperative Network Intrusion detection Based on Fuzzy SVMs.	J. Networks	2010	DBLP DOI BibTeX RDF
16	Md. Saiful Islam 0003, Md. Iftekharul Amin	An Architecture of Active Learning SVMs with Relevance Feedback for Classifying E-mail	CoRR	2010	DBLP BibTeX RDF
16	Tobias Glasmachers, Christian Igel	Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with Multiple Parameters.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	Support vector machines, regularization, model selection, maximum likelihood
16	Zhouyu Fu, Antonio Robles-Kelly, Jun Zhou 0001	Mixing Linear SVMs for Nonlinear Classification.	IEEE Trans. Neural Networks	2010	DBLP DOI BibTeX RDF
16	Ben Goodrich, David W. Albrecht, Peter E. Tischer	Accelerating Radius-Margin Parameter Selection for SVMs Using Geometric Bounds.	ICDM	2010	DBLP DOI BibTeX RDF
16	Ali Hassan 0001, Robert I. Damper	Multi-class and hierarchical SVMs for emotion recognition.	INTERSPEECH	2010	DBLP DOI BibTeX RDF
16	Xing Zhang, Jie Tian 0001, Dehui Xiang, Yongfang Wu	Interactive segmentation method with graph cut and SVMs.	Medical Imaging: Image Processing	2010	DBLP DOI BibTeX RDF
16	Ruihu Wang, Bin Fang, Zhangping Hu, Liang Chen, Weihua Wang	Cascaded SVMs in Pattern Classification for Time-Sensitive Separating.	IITSI	2010	DBLP DOI BibTeX RDF	cascaded architecturet, Support Vector Mahince, classification, time-complexity
16	Benoît Frénay, Michel Verleysen	Using SVMs with randomised feature spaces: an extreme learning approach.	ESANN	2010	DBLP BibTeX RDF
16	Junsheng Zhou, Yabing Zhang, Xinyu Dai, Jiajun Chen 0001	Chinese Event Descriptive Clause Splitting with Structured SVMs.	CICLing	2010	DBLP DOI BibTeX RDF
16	Hua Ouyang, Alexander G. Gray	Fast Stochastic Frank-Wolfe Algorithms for Nonlinear SVMs.	SDM	2010	DBLP DOI BibTeX RDF
16	Stefano Lodi, Ricardo Ñanculef, Claudio Sartori 0001	Single-Pass Distributed Learning of Multi-class SVMs Using Core-Sets.	SDM	2010	DBLP DOI BibTeX RDF
16	Aditya Bhargava, Grzegorz Kondrak	Language identification of names with SVMs.	HLT-NAACL	2010	DBLP BibTeX RDF
16	Shaoyi Zhang, Kotagiri Ramamohanarao, James C. Bezdek	EP-based robust weighting scheme for fuzzy SVMs.	ADC	2010	DBLP BibTeX RDF
16	Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen	Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification.	BIOSTEC (Selected Papers)	2010	DBLP DOI BibTeX RDF
16	Cyril Allauzen, Corinna Cortes, Mehryar Mohri	Large-Scale Training of SVMs with Automata Kernels.	CIAA	2010	DBLP DOI BibTeX RDF
16	Hichem Sahbi, Xi Li 0001	Context dependent SVMs for interconnected image network annotation.	ACM Multimedia	2010	DBLP DOI BibTeX RDF
16	Zongmin Li, Yang Liu, Hua Li 0009	Incorporating multiple SVMs for active feedback in image retrieval using unlabeled data.	ICDIP	2010	DBLP DOI BibTeX RDF
16	Sebastián Maldonado, Gonzalo Paredes	A Semi-supervised Approach for Reject Inference in Credit Scoring Using SVMs.	ICDM	2010	DBLP DOI BibTeX RDF
16	Nahla H. Barakat	Cascade generalization: Is SVMs' inductive bias useful?	SMC	2010	DBLP DOI BibTeX RDF
16	Linda Corucci, Marco Cococcioni, Fabio Nardelli	Building a time variant cost-oriented classifier using an ensemble of SVMs on a real case application.	SMC	2010	DBLP DOI BibTeX RDF
16	Antonio Miguel Mora, Carlos M. Fernandes 0001, Luis Javier Herrera, Pedro A. Castillo, Juan Julián Merelo Guervós, Fernando Rojas 0001, Agostinho C. Rosa	Sleeping with ants, SVMs, multilayer perceptrons and SOMs.	ISDA	2010	DBLP DOI BibTeX RDF
16	Tomas Simon, Minh Hoai Nguyen, Fernando De la Torre, Jeffrey F. Cohn	Action unit detection with segment-based SVMs.	CVPR	2010	DBLP DOI BibTeX RDF
16	Emanuele Frandi, Maria Grazia Gasparo, Stefano Lodi, Ricardo Ñanculef, Claudio Sartori 0001	A New Algorithm for Training SVMs Using Approximate Minimal Enclosing Balls.	CIARP	2010	DBLP DOI BibTeX RDF
16	Vinodkumar Prabhakaran	Uncertainty Learning Using SVMs and CRFs.	CoNLL Shared Task	2010	DBLP BibTeX RDF
16	Nikos Karampatziakis	Static Analysis of Binary Executables Using Structural SVMs.	NIPS	2010	DBLP BibTeX RDF
16	Anna Wang 0001, Yuntao Hou, Yue Zhao, Fengyun Zhao	Research on fault diagnosis method of blast furnace based on clustering combine SVMs dynamic pruned binary tree.	ICNSC	2010	DBLP DOI BibTeX RDF
16	Ricardo Cerri, André Carlos Ponce de Leon Ferreira de Carvalho	New top-down methods using SVMs for Hierarchical Multilabel Classification problems.	IJCNN	2010	DBLP DOI BibTeX RDF
16	Ming-Hen Tsai, Chia-Hua Ho, Chih-Jen Lin	Active learning strategies using SVMs.	IJCNN	2010	DBLP DOI BibTeX RDF
16	Mohamed Farouk Abdel Hady, Martin Schels, Friedhelm Schwenker, Günther Palm	Semi-supervised Facial Expressions Annotation Using Co-Training with Fast Probabilistic Tri-Class SVMs.	ICANN (2)	2010	DBLP DOI BibTeX RDF
16	Sören Sonnenburg, Vojtech Franc	COFFIN: A Computational Framework for Linear SVMs.	ICML	2010	DBLP BibTeX RDF
16	Hamed Masnadi-Shirazi, Nuno Vasconcelos	Risk minimization, probability elicitation, and cost-sensitive SVMs.	ICML	2010	DBLP BibTeX RDF
16	Sedat Ozer, Chi Hau Chen, Imam Samil Yetik	Using K-NN SVMs for Performance Improvement and Comparison to K-Highest Lagrange Multipliers Selection.	SSPR/SPR	2010	DBLP DOI BibTeX RDF
16	Jing Cai, Zhibin Zhang, Peng Zhang, Xinbo Song	An Adaptive Timeout Strategy for UDP Flows Using SVMs.	PDCAT	2010	DBLP DOI BibTeX RDF
16	Nuwan Gunasekara, Shaoning Pang, Nikola K. Kasabov	Tuning N-gram String Kernel SVMs via Meta Learning.	ICONIP (2)	2010	DBLP DOI BibTeX RDF
16	Farzaneh Sarafraz, Goran Nenadic	Using SVMs with the Command Relation features to identify negated events in biomedical literature.	NeSp-NLP@ACL	2010	DBLP BibTeX RDF
16	Halis Altun, Gökhan Polat	Boosting selection of speech related features to improve performance of multi-class SVMs in emotion detection.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
16	Shian-Chang Huang	Integrating nonlinear graph based dimensionality reduction schemes with SVMs for credit rating forecasting.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
16	Jiaming Zhan, Han Tong Loh	Using Redundancy Reduction in Summarization to Improve Text Classification by SVMs.	J. Inf. Sci. Eng.	2009	DBLP BibTeX RDF
16	Xun Liang 0001, Chao Wang	Separating hypersurfaces of SVMs in input spaces.	Pattern Recognit. Lett.	2009	DBLP DOI BibTeX RDF
16	Jin Chen, Cheng Wang, Runsheng Wang	Using Stacked Generalization to Combine SVMs in Magnitude and Shape Feature Spaces for Classification of Hyperspectral Data.	IEEE Trans. Geosci. Remote. Sens.	2009	DBLP DOI BibTeX RDF
16	Nizar Bouguila, Ola Amayri	A discrete mixture-based kernel for SVMs: Application to spam and image categorization.	Inf. Process. Manag.	2009	DBLP DOI BibTeX RDF
16	Yuchun Tang, Yan-Qing Zhang 0001, Nitesh V. Chawla, Sven Krasser	SVMs Modeling for Highly Imbalanced Classification.	IEEE Trans. Syst. Man Cybern. Part B	2009	DBLP DOI BibTeX RDF
16	Thorsten Joachims, Thomas Finley, Chun-Nam John Yu	Cutting-plane training of structural SVMs.	Mach. Learn.	2009	DBLP DOI BibTeX RDF
16	Thorsten Joachims, Chun-Nam John Yu	Sparse kernel SVMs via cutting-plane training.	Mach. Learn.	2009	DBLP DOI BibTeX RDF
16	Piyush Rai, Hal Daumé III, Suresh Venkatasubramanian	Streamed Learning: One-Pass SVMs	CoRR	2009	DBLP BibTeX RDF
16	Ankan Saha, Xinhua Zhang, S. V. N. Vishwanathan	Lower Bounds for BMRM and Faster Rates for Training SVMs	CoRR	2009	DBLP BibTeX RDF
16	Vinay Jethava, Krishnan Suresh, Chiranjib Bhattacharyya, Ramesh Hariharan	Randomized Algorithms for Large scale SVMs	CoRR	2009	DBLP BibTeX RDF
16	Matteo Re, Giorgio Valentini	Prediction of Gene Function Using Ensembles of SVMs and Heterogeneous Data Sources.	Applications of Supervised and Unsupervised Ensemble Methods	2009	DBLP DOI BibTeX RDF
16	Ali Ziaei, Seyed Mohammad Ahadi, Hojatollah Yeganeh, S. Masoud Mirrezaie	A new approach for spoken language identification based on sequence kernel SVMs.	DPS	2009	DBLP DOI BibTeX RDF
16	Huyen Do, Alexandros Kalousis, Melanie Hilario	Feature Weighting Using Margin and Radius Based Error Bound Optimization in SVMs.	ECML/PKDD (1)	2009	DBLP DOI BibTeX RDF	Support Vector Machine, convex optimization, Feature Weighting
16	Fei Yan 0001, Krystian Mikolajczyk, Josef Kittler, Muhammad Atif Tahir	A Comparison of L1 Norm and L2 Norm Multiple Kernel SVMs in Image and Video Classification.	CBMI	2009	DBLP DOI BibTeX RDF
16	Jesús González-Rubio, Daniel Ortiz-Martínez, Francisco Casacuberta	Minimum Error-Rate Training in Statistical Machine Translation Using Structural SVMs.	IbPRIA	2009	DBLP DOI BibTeX RDF	Support Vector Machines, Statistical Machine Translation
16	Reza Shah-Hosseini, Saeid Homayouni	A SVMS-based hyperspectral data classification algorithm in a similarity space.	WHISPERS	2009	DBLP DOI BibTeX RDF
16	Shaoyi Zhang, M. Maruf Hossain, Md. Rafiul Hassan, James Bailey 0001, Kotagiri Ramamohanarao	Feature Weighted SVMs Using Receiver Operating Characteristics.	SDM	2009	DBLP DOI BibTeX RDF
16	Dayu Huang, Jayakrishnan Unnikrishnan, Sean P. Meyn, Venugopal V. Veeravalli, Amit Surana	Statistical SVMs for robust detection, supervised learning, and universal classification.	ITW	2009	DBLP DOI BibTeX RDF
16	Zahia Zidelmal, Ahmed Amirou, Adel Belouchrani	Using Support Vector Machines (SVMs) with Reject Option for Heartbeat Classification.	BIOSIGNALS	2009	DBLP BibTeX RDF
16	José Miguel Urquiza Ortiz, Ignacio Rojas Ruiz, Héctor Pomares, Luis Javier Herrera, Ginés Rubio, J. P. Florido	Prediction of protein-protein interactions in yeast using SVMs with genomics/proteomics information and feature selection.	ISCIS	2009	DBLP DOI BibTeX RDF