Search results for "SVMs"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
16	Xiao-Lei Xia, Kang Li	Tree-Structured Learning of Multi-class SVMs with Triple Learning Units.	ICNC (1)	2009	DBLP DOI BibTeX RDF
16	Jin Chen, Cheng Wang, Runsheng Wang	Fusion of SVMs in wavelet domain for hyperspectral data classification.	ROBIO	2009	DBLP DOI BibTeX RDF
16	Ying Zhao, Jianpei Zhang, Jing Yang 0010	Parallel Branch and Bound Algorithms on Semi-supervised SVMs.	DBTA	2009	DBLP DOI BibTeX RDF
16	Jae-il Kim, Munchurl Kim, Sangjin Hahm, In-joon Cho, Changsub Park	Block-Mode Classification Using SVMs for Early Termination of Block Mode Decision in H.264\|MPEG-4 Part 10 AVC.	ICAPR	2009	DBLP DOI BibTeX RDF
16	Huawei Chen, Wee Ser	Acoustic Source Localization using LS-SVMs without Calibration of Microphone Arrays.	ISCAS	2009	DBLP DOI BibTeX RDF
16	Karthikeyan Swaminathan, Jaroslaw Meller	Assessment of One- and Two-Class SVMs in the Prediction of Phosphorylation in Proteins.	BIOCOMP	2009	DBLP BibTeX RDF
16	Hui Liu, Nicolas Metts	Identifying Calcium-binding Sites in Proteins by Analyzing the Microenvironment Surrounding Protein Sites via SVMs.	BIOCOMP	2009	DBLP BibTeX RDF
16	Yongmei Tan, Xu Wang, Yong Chen	Chinese semantic role labeling using CRFs and SVMs.	NLPKE	2009	DBLP DOI BibTeX RDF
16	Cristiano Leite Castro, Mateus Araujo Carvalho, Antônio de Pádua Braga	An Improved Algorithm for SVMs Classification of Imbalanced Data Sets.	EANN	2009	DBLP DOI BibTeX RDF
16	Ithipan Methasate, Thanaruk Theeramunkong	A Family-Based Evolutional Approach for Kernel Tree Selection in SVMs.	PAKDD	2009	DBLP DOI BibTeX RDF	Kernel Selection, Support Vector Machine, Genetic Programming
16	Guillaume Stempfel, Liva Ralaivola	Learning SVMs from Sloppily Labeled Data.	ICANN (1)	2009	DBLP DOI BibTeX RDF
16	Leticia Seijas, Enrique Segura	Detection of Ambiguous Patterns Using SVMs: Application to Handwritten Numeral Recognition.	CAIP	2009	DBLP DOI BibTeX RDF	ambiguous pattern, answer explanation, pattern recognition, support vector machine, bayesian statistics
16	Chun-Nam John Yu, Thorsten Joachims	Learning structural SVMs with latent variables.	ICML	2009	DBLP DOI BibTeX RDF
16	Piyush Rai, Hal Daumé III, Suresh Venkatasubramanian	Streamed Learning: One-Pass SVMs.	IJCAI	2009	DBLP BibTeX RDF
16	Raffaella Folgieri	An experimental comparison of Random Projection ensembles with linear kernel SVMs and Bagging and BagBoosting methods for the classification of gene expression data.	WIRN	2009	DBLP DOI BibTeX RDF
16	Shian-Chang Huang, Tung-Kuang Wu	Integrating GA-based time-scale feature extractions with SVMs for stock index forecasting.	Expert Syst. Appl.	2008	DBLP DOI BibTeX RDF
16	Chia-Jen Wang, Shwu-Huey Yen, Patrick S. P. Wang	A Multimedia Watermarking Technique Based on SVMS.	Int. J. Pattern Recognit. Artif. Intell.	2008	DBLP DOI BibTeX RDF
16	Britta Mersch, Alexander Rainer Tassilo Gepperth, Sándor Suhai, Agnes Hotz-Wagenblatt	Automatic detection of exonic splicing enhancers (ESEs) using SVMs.	BMC Bioinform.	2008	DBLP DOI BibTeX RDF
16	Mathieu Fauvel, Jón Atli Benediktsson, Jocelyn Chanussot, Johannes R. Sveinsson	Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles.	IEEE Trans. Geosci. Remote. Sens.	2008	DBLP DOI BibTeX RDF
16	Xinchen Guo, Jinhui Yang, Chunguo Wu, Chaoyong Wang, Yanchun Liang 0001	A novel LS-SVMs hyper-parameter selection based on particle swarm optimization.	Neurocomputing	2008	DBLP DOI BibTeX RDF
16	V. Vijaya Saradhi, Harish Karnick	On the stability and bias-variance analysis of sparse SVMs.	Neurocomputing	2008	DBLP DOI BibTeX RDF
16	Defeng Wang, Lin Shi 0001	Selecting valuable training samples for SVMs via data structure analysis.	Neurocomputing	2008	DBLP DOI BibTeX RDF
16	Alain Rakotomamonjy, Vincent Guigue	BCI Competition III: Dataset II- Ensemble of SVMs for BCI P300 Speller.	IEEE Trans. Biomed. Eng.	2008	DBLP DOI BibTeX RDF
16	Dehuai Zeng, Jianmin Xu, Gang Xu	Data Fusion for Traffic Incident Detector Using D-S Evidence Theory with Probabilistic SVMs.	J. Comput.	2008	DBLP BibTeX RDF
16	Luis González Abril, Cecilio Angulo, Francisco Velasco Morente, Juan Antonio Ortega 0001	A Note on the Bias in SVMs for Multiclassification.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
16	Asma Rabaoui, Hachem Kadri, Zied Lachiri, Noureddine Ellouze	One-Class SVMs Challenges in Audio Detection and Classification Applications.	EURASIP J. Adv. Signal Process.	2008	DBLP DOI BibTeX RDF
16	Antoine Bordes, Nicolas Usunier, Léon Bottou	Sequence Labelling SVMs Trained in One Pass.	ECML/PKDD (1)	2008	DBLP DOI BibTeX RDF
16	Shijun Wang, Robert L. Van Uitert Jr., Ronald M. Summers	Automated matching of supine and prone colonic polyps based on PCA and SVMs.	Medical Imaging: Computer-Aided Diagnosis	2008	DBLP DOI BibTeX RDF
16	Stefano Berretti, Alberto Del Bimbo, Pietro Pala, Francisco Silva-Mata	SVMS Classification of 2D and 3D Radial Geodesic Distances for Face Recognition.	IRCDL	2008	DBLP BibTeX RDF
16	Chun-Nam John Yu, Thorsten Joachims	Training structural svms with kernels using sampled cuts.	KDD	2008	DBLP DOI BibTeX RDF	support vector machines, kernels, large-scale problems
16	S. Sathiya Keerthi, S. Sundararajan, Kai-Wei Chang, Cho-Jui Hsieh, Chih-Jen Lin	A sequential dual method for large scale multi-class linear svms.	KDD	2008	DBLP DOI BibTeX RDF	support vector machines, text classification, multi-class
16	Bing-Yu Sun, Xiaoming Zhang, Rujing Wang	Training SVMs for Multiple Features Classification Problems.	ICNC (2)	2008	DBLP DOI BibTeX RDF
16	Stefano Berretti, Alberto Del Bimbo, Pietro Pala, Francisco Silva-Mata	Face recognition by SVMS classification of 2D and 3D Radial Geodesics.	ICME	2008	DBLP DOI BibTeX RDF
16	Yanshan Xiao, Feiqi Deng, Bo Liu 0002, Shouqiang Liu, Dan Luo 0001, Guohua Liang	A Learning Process Using SVMs for Multi-agents Decision Classification.	Web Intelligence/IAT Workshops	2008	DBLP DOI BibTeX RDF
16	Hui Liu 0002, Ruzhan Lu	Word Similarity Based on an Ensemble Model Using Ranking SVMs.	Web Intelligence/IAT Workshops	2008	DBLP DOI BibTeX RDF
16	Cristián Bravo, Jose Luis Lobato, Richard Weber 0002, Gaston L'Huillier	A Hybrid System for Probability Estimation in Multiclass Problems Combining SVMs and Neural Networks.	HIS	2008	DBLP DOI BibTeX RDF	Multiclass Probability Estimation, Support Vector Machines, Artificial Neural Networks, Multiclass Classification
16	Ricardo Ñanculef, Carlos Concha, Héctor Allende, Diego Candel, Claudio Moraga	Multicategory SVMs by Minimizing the Distances among Convex-Hull Prototypes.	HIS	2008	DBLP DOI BibTeX RDF	multicategory classifiers, convex hull prototypes, machine learning, support vector machines
16	Stefano Berretti, Alberto Del Bimbo, Pietro Pala, Francisco Silva-Mata	Face Recognition by SVMs Classification and Manifold Learning of 2D and 3D Radial Geodesic. Distances.	3DOR@Eurographics	2008	DBLP DOI BibTeX RDF
16	Jesús González-Rubio, Daniel Ortiz-Martínez, Francisco Casacuberta	Optimization of Log-linear Machine Translation Model Parameters Using SVMs.	PRIS	2008	DBLP BibTeX RDF
16	Ingo Steinwart, Andreas Christmann	Sparsity of SVMs that use the epsilon-insensitive loss.	NIPS	2008	DBLP BibTeX RDF
16	Yanshan Xiao, Bo Liu 0002, Dan Luo 0001, Longbing Cao	Multi-agent System for Custom Relationship Management with SVMs Tool.	KES-AMSTA	2008	DBLP DOI BibTeX RDF
16	Krisztián Búza, Lars Schmidt-Thieme	Motif-Based Classification of Time Series with Bayesian Networks and SVMs.	GfKl	2008	DBLP DOI BibTeX RDF
16	Junae Kim, Chunhua Shen, Lei Wang 0001	Learning Cascaded Reduced-Set SVMs Using Linear Programming.	DICTA	2008	DBLP DOI BibTeX RDF
16	Colin Cherry, Chris Quirk	Discriminative, Syntactic Language Modeling through Latent SVMs.	AMTA	2008	DBLP BibTeX RDF
16	Hansen Andrew Schwartz, Fernando Gomez, Christopher Millward	A Semantic Feature for Verbal Predicate and Semantic Role Labeling Using SVMs.	FLAIRS	2008	DBLP BibTeX RDF
16	Hachem Kadri, Manuel Davy, Asma Rabaoui, Zied Lachiri, Noureddine Ellouze	Robust audio speaker segmentation using one class SVMS.	EUSIPCO	2008	DBLP BibTeX RDF
16	Alberto Bertoni, Raffaella Folgieri, Giorgio Valentini	Classification of DNA microarray data with Random Projection Ensembles of Polynomial SVMs.	WIRN	2008	DBLP DOI BibTeX RDF
16	Susan Bartlett, Grzegorz Kondrak, Colin Cherry	Automatic Syllabification with Structured SVMs for Letter-to-Phoneme Conversion.	ACL	2008	DBLP BibTeX RDF
16	Thomas Finley	Supervised Clustering with Structural SVMS.		2008	RDF
16	Xiujuan Chen, Yong Li, Robert W. Harrison, Yan-Qing Zhang 0001	Genetic fuzzy classification fusion of multiple SVMs for biomedical data.	J. Intell. Fuzzy Syst.	2007	DBLP BibTeX RDF
16	Xiaojun Qi, Yutao Han	Incorporating multiple SVMs for automatic image annotation.	Pattern Recognit.	2007	DBLP DOI BibTeX RDF
16	Andrea Boni, Fernando Pianegiani, Denise F. Petri	Low-Power and Low-Cost Implementation of SVMs for Smart Sensors.	IEEE Trans. Instrum. Meas.	2007	DBLP DOI BibTeX RDF
16	Mingmin Chi, Lorenzo Bruzzone	Semisupervised Classification of Hyperspectral Images by SVMs Optimized in the Primal.	IEEE Trans. Geosci. Remote. Sens.	2007	DBLP DOI BibTeX RDF
16	Jan Luts, Arend Heerschap, Johan A. K. Suykens, Sabine Van Huffel	A combined MRI and MRSI based multiclass system for brain tumour recognition using LS-SVMs with class probabilities and feature selection.	Artif. Intell. Medicine	2007	DBLP DOI BibTeX RDF
16	Georgios Lucarelli, Xenofon Vasilakos, Ion Androutsopoulos	Named Entity Recognition in Greek Texts with an Ensemble of SVMs and Active Learning.	Int. J. Artif. Intell. Tools	2007	DBLP DOI BibTeX RDF
16	Shengfeng Tian, Shaomin Mu, Chuanhuan Yin	Sequence-similarity kernels for SVMs to detect anomalies in system calls.	Neurocomputing	2007	DBLP DOI BibTeX RDF
16	Lei Wang, Shixin Sun, Kai Zhang	A fast approximate algorithm for training L1-SVMs in primal space.	Neurocomputing	2007	DBLP DOI BibTeX RDF
16	Anthony Gidudu, Greg Hulley, Tshilidzi Marwala	Image Classification Using SVMs: One-against-One Vs One-against-All	CoRR	2007	DBLP BibTeX RDF
16	Minh Ngoc Nguyen 0002, Jagath C. Rajapakse	Prediction of Protein Secondary Structure with two-stage multi-class SVMs.	Int. J. Data Min. Bioinform.	2007	DBLP DOI BibTeX RDF
16	Yann Guermeur	SVM Multiclasses, Théorie et Applications. (Multi-Class SVMs, Theory and Applications).		2007	RDF
16	Luís A. Alexandre, João Casteleiro, Nuno Nobreinst	Polyp Detection in Endoscopic Video Using SVMs.	PKDD	2007	DBLP DOI BibTeX RDF
16	Laura Diosan, Alexandrina Rogozan, Jean-Pierre Pécuchet	Evolving kernel functions for SVMs by genetic programming.	ICMLA	2007	DBLP DOI BibTeX RDF
16	Christian Weiss, Matthias Stark, Andreas Zell	SVMs for Vibration-Based Terrain Classification.	AMS	2007	DBLP DOI BibTeX RDF
16	David Sculley, Gabriel Wachman	Relaxed Online SVMs in the TREC Spam Filtering Track.	TREC	2007	DBLP BibTeX RDF
16	Anna Wang 0001, Junfang Liu, Hua Li, Feng Luan, Wenjing Yuan	A Novel Algorithm for Fault Diagnosis of Analog Circuit with Tolerances Using Improved Binary-tree SVMs Based on SOMNN Clustering.	ICNC (1)	2007	DBLP DOI BibTeX RDF
16	Qiang Wu, Chuanying Jia, Wenying Chen	A Novel Classification-Rejection Sphere SVMs for Multi-class Classification Problems.	ICNC (1)	2007	DBLP DOI BibTeX RDF
16	Sabra Dinerstein, Jonathan Dinerstein, Dan Ventura	Robust multi-modal biometric fusion via multiple SVMs.	SMC	2007	DBLP DOI BibTeX RDF
16	Abdelwadood Moh'd A. Mesleh	Chi Square Feature Extraction Based Svms Arabic Text Categorization System.	ICSOFT (PL/DPS/KE/MUSE)	2007	DBLP BibTeX RDF
16	Tingting Li, Hu Fu, Xuegong Zhang	Prediction of Kinase-Specific Phosphorylation Sites by One-Class SVMs.	BIBM	2007	DBLP DOI BibTeX RDF
16	Andreas Christmann, Ingo Steinwart	How SVMs can estimate quantiles and the median.	NIPS	2007	DBLP BibTeX RDF
16	Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang	Sample Reduction for SVMs via Data Structure Analysis.	SoSE	2007	DBLP DOI BibTeX RDF
16	Ben Van Calster, Jan Luts, Johan A. K. Suykens, George Condous, Tom Bourne, Dirk Timmerman, Sabine Van Huffel	Comparing Methods for Multi-class Probabilities in Medical Decision Making Using LS-SVMs and Kernel Logistic Regression.	ICANN (2)	2007	DBLP DOI BibTeX RDF
16	Mathieu Fauvel, Jocelyn Chanussot, Jón Atli Benediktsson, Johannes R. Sveinsson	Spectral and spatial classification of hyperspectral data using SVMs and morphological profiles.	IGARSS	2007	DBLP DOI BibTeX RDF
16	Thomas Burger, Alexandra Urankar, Oya Aran, Lale Akarun, Alice Caplier	Cued speech hand shape recognition - belief functions as a formalism to fuse svms and expert systems.	VISAPP (2)	2007	DBLP BibTeX RDF
16	Ivor W. Tsang, James T. Kwok	Ensembles of Partially Trained SVMs with Multiplicative Updates.	IJCAI	2007	DBLP BibTeX RDF
16	Prodromos Malakasiotis, Ion Androutsopoulos	Learning Textual Entailment using SVMs and String Similarity Measures.	ACL-PASCAL@ACL	2007	DBLP BibTeX RDF
16	Yu-Chieh Wu, Jie-Chi Yang, Yue-Shi Lee	An Approximate Approach for Training Polynomial Kernel SVMs in Linear Time.	ACL	2007	DBLP BibTeX RDF
16	Tobias Glasmachers, Christian Igel	Maximum-Gain Working Set Selection for SVMs.	J. Mach. Learn. Res.	2006	DBLP BibTeX RDF
16	Ronan Collobert, Fabian H. Sinz, Jason Weston, Léon Bottou	Large Scale Transductive SVMs.	J. Mach. Learn. Res.	2006	DBLP BibTeX RDF
16	Katya Scheinberg	An Efficient Implementation of an Active Set Method for SVMs.	J. Mach. Learn. Res.	2006	DBLP BibTeX RDF
16	Régis Vert, Jean-Philippe Vert	Consistency and Convergence Rates of One-Class SVMs and Related Algorithms.	J. Mach. Learn. Res.	2006	DBLP BibTeX RDF
16	Mark J. F. Gales, Martin I. Layton	Training Augmented Models Using SVMs.	IEICE Trans. Inf. Syst.	2006	DBLP DOI BibTeX RDF
16	Gunnar Rätsch, Sören Sonnenburg, Christin Schäfer	Learning Interpretable SVMs for Biological Sequence Classification.	BMC Bioinform.	2006	DBLP DOI BibTeX RDF
16	Ilias N. Flaounas, Dimitrios K. Iakovidis, Dimitrios E. Maroulis	Cascading SVMS as a Tool for Medical Diagnosis Using Multi-class Gene Expression Data.	Int. J. Artif. Intell. Tools	2006	DBLP DOI BibTeX RDF
16	Michael W. Towsey, James J. Gordon, James M. Hogan	The Prediction of Bacterial Transcription Start Sites Using Svms.	Int. J. Neural Syst.	2006	DBLP DOI BibTeX RDF
16	Sujun Li, Boshu Liu, Rong Zeng, Yudong Cai 0001, Yixue Li	Predicting O-glycosylation sites in mammalian proteins by using SVMs.	Comput. Biol. Chem.	2006	DBLP DOI BibTeX RDF
16	Thomas Navin Lal, Olivier Chapelle, Bernhard Schölkopf	Combining a Filter Method with SVMs.	Feature Extraction	2006	DBLP DOI BibTeX RDF
16	Yi-Wei Chen, Chih-Jen Lin	Combining SVMs with Various Feature Selection Strategies.	Feature Extraction	2006	DBLP DOI BibTeX RDF
16	Rahul Chitturi, Mark Hasegawa-Johnson	Novel time domain multi-class SVMs for landmark detection.	INTERSPEECH	2006	DBLP DOI BibTeX RDF
16	Hsing-Wen Wang, Shian-Chang Huang	Hybrid Wavelet -SVMs for Modelling Derivatives Valuation.	JCIS	2006	DBLP DOI BibTeX RDF
16	Tobias Glasmachers	Degeneracy in model selection for SVMs with radial Gaussian kernel.	ESANN	2006	DBLP BibTeX RDF
16	Hassiba Nemmour, Youcef Chibani	Fuzzy Integral Based-Mixture to Speed Up the One-Against-All Multiclass SVMS.	ICASSP (5)	2006	DBLP DOI BibTeX RDF
16	Jing Huang	A New Kernel Based on Weighted Cross-Correlation Coefficient for SVMs and Its Application on Prediction of T-cell Epitopes.	ICPR (2)	2006	DBLP DOI BibTeX RDF
16	Shengfeng Tian, Shaomin Mu, Chuanhuan Yin	Cooperative Clustering for Training SVMs.	ISNN (1)	2006	DBLP DOI BibTeX RDF
16	Anna Wang 0001, Lina Zhang, Nan Gao, Hui Lu	Fault Diagnosis of Blast Furnace Based on Improved SVMs Algorithm.	ISDA (1)	2006	DBLP DOI BibTeX RDF
16	Pranam Kolari, Tim Finin, Anupam Joshi	SVMs for the Blogosphere: Blog Identification and Splog Detection.	AAAI Spring Symposium: Computational Approaches to Analyzing Weblogs	2006	DBLP BibTeX RDF
16	Amelio Vázquez Reina, Roberto Javier López-Sastre, Philip Siegmann, Sergio Lafuente-Arroyo, Hilario Gómez-Moreno	An Approach to the Recognition of Informational Traffic Signs Based on 2-D Homography and SVMs.	ACIVS	2006	DBLP DOI BibTeX RDF
16	Vikas Sindhwani, S. Sathiya Keerthi	Large scale semi-supervised linear SVMs.	SIGIR	2006	DBLP DOI BibTeX RDF	support vector machines, global optimization, text categorization, unlabeled data
16	Gunnar Rätsch, Sören Sonnenburg	Large Scale Hidden Semi-Markov SVMs.	NIPS	2006	DBLP BibTeX RDF
16	Gavin C. Cawley	Leave-One-Out Cross-Validation Based Model Selection Criteria for Weighted LS-SVMs.	IJCNN	2006	DBLP DOI BibTeX RDF