Search results for "SVMs"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
15	Lukasz Jelen, Adam Krzyzak, Thomas Fevens	Comparison of Pleomorphic and Structural Features Used for Breast Cancer Malignancy Classification.	Canadian AI	2008	DBLP DOI BibTeX RDF	malignancy grading, FNA grading, breast cancer grading, Bloom-Richardson, features
15	Yanyong Zhang, Anand Sivasubramaniam	Failure prediction in IBM BlueGene/L event logs.	IPDPS	2008	DBLP DOI BibTeX RDF
15	Wei Zhong, Rick Chow, Richard Stolz, Jieyue He, Marsha Dowell	Hierarchical Clustering Support Vector Machines for Classifying Type-2 Diabetes Patients.	ISBRA	2008	DBLP DOI BibTeX RDF	Type-2 Diabetes, Classification, Support Vector Machines, Hierarchical Clustering, Clustering Algorithm
15	Yun Liu, Zhijie Gan, Yu Sun	Static Hand Gesture Recognition and its Application based on Support Vector Machines.	SNPD	2008	DBLP DOI BibTeX RDF
15	Subhransu Maji, Alexander C. Berg, Jitendra Malik	Classification using intersection kernel support vector machines is efficient.	CVPR	2008	DBLP DOI BibTeX RDF
15	Wang Zhan-qing, Wang Chuan-ting, Hou Feng	An Effective Method for Support Vectors Selection in Kernel Space.	CSSE (1)	2008	DBLP DOI BibTeX RDF
15	Yan Pan, Yong Tang 0001, Luxian Lin, Yemin Luo	Question classification with semantic tree kernel.	SIGIR	2008	DBLP DOI BibTeX RDF	semantic class, tree kernel, machine learning, support vector machines, question answering, question classification
15	Shutao Li, Xinmin Fu, Bin Yang 0023	Nonsubsampled Contourlet Transform for Texture Classifications using Support Vector Machines.	ICNSC	2008	DBLP DOI BibTeX RDF
15	Steinn Gudmundsson, Thomas Philip Runarsson, Sven Sigurdsson	Support vector machines and dynamic time warping for time series.	IJCNN	2008	DBLP DOI BibTeX RDF
15	Patoomsiri Songsiri, Boonserm Kijsirikul, Thimaporn Phetkaew	Information-based dichotomization: A method for multiclass Support Vector Machines.	IJCNN	2008	DBLP DOI BibTeX RDF
15	Jia-Rui Zhang, Shih-Yu Chiu, Leu-Shing Lan	Non-uniqueness of solutions of 1-norm support vector classification in dual form.	IJCNN	2008	DBLP DOI BibTeX RDF
15	Ryuzo Okada, Stefano Soatto	Relevant Feature Selection for Human Pose Estimation and Localization in Cluttered Images.	ECCV (2)	2008	DBLP DOI BibTeX RDF
15	Silvio B. Guerra, Ricardo Bastos Cavalcante Prudêncio, Teresa Bernarda Ludermir	Predicting the Performance of Learning Algorithms Using Support Vector Machines as Meta-regressors.	ICANN (1)	2008	DBLP DOI BibTeX RDF
15	Gustavo Camps-Valls, Emilio Soria-Olivas, Juan José Pérez-Ruixo, Fernando Pérez-Cruz, Antonio Artés-Rodríguez, N. Víctor Jiménez	Therapeutic Drug Monitoring of Kidney Transplant Recipients Using Profiled Support Vector Machines.	IEEE Trans. Syst. Man Cybern. Part C	2007	DBLP DOI BibTeX RDF
15	Zhifeng Li 0001, Xiaoou Tang	Using Support Vector Machines to Enhance the Performance of Bayesian Face Recognition.	IEEE Trans. Inf. Forensics Secur.	2007	DBLP DOI BibTeX RDF
15	Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang	Weighted Mahalanobis Distance Kernels for Support Vector Machines.	IEEE Trans. Neural Networks	2007	DBLP DOI BibTeX RDF
15	Frank Chung-Hoon Rhee, Jong Hoon Park, Byung-In Choi	Density Based Fuzzy Support Vector Machines for Multicategory Pattern Classification.	Analysis and Design of Intelligent Systems using Soft Computing Techniques	2007	DBLP DOI BibTeX RDF	Multiclass problems, FSVM, Membership functions, Density
15	S. Asharaf, M. Narasimha Murty, Shirish K. Shevade	Cluster Based Training for Scaling Non-linear Support Vector Machines.	ICCTA	2007	DBLP DOI BibTeX RDF
15	Yinglung Liang, Yanyong Zhang, Hui Xiong 0001, Ramendra K. Sahoo	Failure Prediction in IBM BlueGene/L Event Logs.	ICDM	2007	DBLP DOI BibTeX RDF
15	Jun-Ki Min, Jin-Hyuk Hong, Sung-Bae Cho	Ensemble Approaches of Support Vector Machines for Multiclass Classification.	PReMI	2007	DBLP DOI BibTeX RDF	Naïve Bayes, Multiple decision templates, Support vector machines, Ensemble, Cancer classification, Fingerprint classification
15	Ana I. García-Moral, Rubén Solera-Ureña, Carmen Peláez-Moreno, Fernando Díaz-de-María	Hybrid Models for Automatic Speech Recognition: A Comparison of Classical ANN and Kernel Based Methods.	NOLISP	2007	DBLP DOI BibTeX RDF	Robust ASR, Machine Learning, Support Vector Machines, Hidden Markov Models, Artificial Neural Networks, Hybrid systems, Additive noise
15	Marco Hülsmann, Christoph M. Friedrich	Comparison of a Novel Combined ECOC Strategy with Different Multiclass Algorithms Together with Parameter Optimization Methods.	MLDM	2007	DBLP DOI BibTeX RDF
15	Paolo Gastaldo, Giovanni Parodi, Sergio Decherchi, Rodolfo Zunino	Efficient Implementation of SVM Training on Embedded Electronic Systems.	WILF	2007	DBLP DOI BibTeX RDF	SMO, Support Vector Machine, embedded systems, DSP
15	Takemasa Yamasaki, Kazushi Ikeda, Yoshihiko Nomura	An Apporoach to the Learning Curves of an Incremental Support Vector Machines.	FOCI	2007	DBLP DOI BibTeX RDF
15	Keith Sullivan, Sean Luke	Evolving kernels for support vector machine classification.	GECCO	2007	DBLP DOI BibTeX RDF	support vector machines, genetic programming
15	Theodore B. Trafalis, Indra Adrianto, Michael B. Richman	Active Learning with Support Vector Machines for Tornado Prediction.	International Conference on Computational Science (1)	2007	DBLP DOI BibTeX RDF	tornado prediction, machine learning, support vector machines, Active learning, weather forecasting
15	Grigorios Tzortzis, Aristidis Likas	Deep Belief Networks for Spam Filtering.	ICTAI (2)	2007	DBLP DOI BibTeX RDF
15	Iván Mejía-Guevara, Ángel Fernando Kuri Morales	MP-Polynomial Kernel for Training Support Vector Machines.	CIARP	2007	DBLP DOI BibTeX RDF	MP-Polynomial Kernel, Support Vector Machine, Kernel Methods
15	Lei Wang 0001	Feature Subset Selection for Multi-class SVM Based Image Classification.	ACCV (2)	2007	DBLP DOI BibTeX RDF
15	Daqi Gao, Tao Zhang	Support vector machine classifiers using RBF kernels with clustering-based centers and widths.	IJCNN	2007	DBLP DOI BibTeX RDF
15	Pei-Yi Hao, Yen-Hsiu Lin	A New Multi-class Support Vector Machine with Multi-sphere in the Feature Space.	IEA/AIE	2007	DBLP DOI BibTeX RDF	multi-class pattern recognition, kernel-based learning, support vector machine, SVM, one-class SVM
15	Ryota Hosokawa, Shigeo Abe	Fuzzy Classifiers Based on Kernel Discriminant Analysis.	ICANN (2)	2007	DBLP DOI BibTeX RDF
15	Ignacio Barrio, Enrique Romero, Lluís Belanche	Selection of Basis Functions Guided by the L2 Soft Margin.	ICANN (1)	2007	DBLP DOI BibTeX RDF
15	Joshua Congfu He, Wee Kheng Leow, Tet Sen Howe	Hierarchical Classifiers for Detection of Fractures in X-Ray Images.	CAIP	2007	DBLP DOI BibTeX RDF
15	Yang Yang 0030, Bao-Liang Lu	Incorporating Domain Knowledge into a Min-Max Modular Support Vector Machine for Protein Subcellular Localization.	ICONIP (2)	2007	DBLP DOI BibTeX RDF
15	Yiqiang Zhan, Dinggang Shen	Deformable segmentation of 3-D ultrasound prostate images using statistical texture matching method.	IEEE Trans. Medical Imaging	2006	DBLP DOI BibTeX RDF
15	Paola Campadelli, Elena Casiraghi, Diana Artioli	A Fully Automated Method for Lung Nodule Detection From Postero-Anterior Chest Radiographs.	IEEE Trans. Medical Imaging	2006	DBLP DOI BibTeX RDF
15	Tao Li 0001, Shenghuo Zhu, Mitsunori Ogihara	Using discriminant analysis for multi-class classification: an experimental investigation.	Knowl. Inf. Syst.	2006	DBLP DOI BibTeX RDF	Discriminant analysis, Multi-class classification
15	Ingo Steinwart, Don R. Hush, Clint Scovel	An Explicit Description of the Reproducing Kernel Hilbert Spaces of Gaussian RBF Kernels.	IEEE Trans. Inf. Theory	2006	DBLP DOI BibTeX RDF
15	Stefan Munder, Dariu M. Gavrila	An Experimental Study on Pedestrian Classification.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	Pedestrian classification, feature evaluation, classifier evaluation, performance analysis
15	Norikazu Takahashi, Tetsuo Nishi	Global Convergence of Decomposition Learning Methods for Support Vector Machines.	IEEE Trans. Neural Networks	2006	DBLP DOI BibTeX RDF
15	Kei Kobayashi, Fumiyasu Komaki	Information criteria for support vector machines.	IEEE Trans. Neural Networks	2006	DBLP DOI BibTeX RDF
15	Zehang Sun, George Bebis, Ronald Miller	Monocular Precrash Vehicle Detection: Features and Classifiers.	IEEE Trans. Image Process.	2006	DBLP DOI BibTeX RDF
15	Irene Kotsia, Nikos Nikolaidis 0001, Ioannis Pitas	Fusion of Geometrical and Texture Information for Facial Expression Recognition.	ICIP	2006	DBLP DOI BibTeX RDF
15	Jingmin Wang, Guoqiao Ren	The Inverse Problem of Support Vector Machines Solved by a New Intelligence Algorithm.	IEEE ICCI	2006	DBLP DOI BibTeX RDF
15	Christian Gagné 0001, Marc Schoenauer, Michèle Sebag, Marco Tomassini	Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection.	PPSN	2006	DBLP DOI BibTeX RDF
15	Jun Rao, Hamid Pirahesh, C. Mohan 0001, Guy M. Lohman	Compiled Query Execution Engine using JVM.	ICDE	2006	DBLP DOI BibTeX RDF
15	Blaise Gassend, Charles W. O'Donnell, William Thies, Andrew Lee, Marten van Dijk, Srinivas Devadas	Predicting Secondary Structure of All-Helical Proteins Using Hidden Markov Support Vector Machines.	PRIB	2006	DBLP DOI BibTeX RDF
15	Sven E. Krüger, Martin Schafföner, Marcel Katz, Edin Andelic, Andreas Wendemuth	Mixture of Support Vector Machines for HMM based Speech Recognition.	ICPR (4)	2006	DBLP DOI BibTeX RDF
15	Hyun-Ju Lee, Seong-Bae Park, Sang-Jo Lee, Se-Young Park	Clause Boundary Recognition Using Support Vector Machines.	PRICAI	2006	DBLP DOI BibTeX RDF
15	Jinhui Yuan, Jianmin Li 0001, Bo Zhang 0010	Learning concepts from large scale imbalanced data sets using support cluster machines.	ACM Multimedia	2006	DBLP DOI BibTeX RDF	concept modelling, kernel k-means, clustering, support vector machines, large scale, imbalance
15	Bo Han, Lishan Kang, Huazhu Song	A Fast Cloud Detection Approach by Integration of Image Segmentation and Support Vector Machine.	ISNN (2)	2006	DBLP DOI BibTeX RDF
15	Lei-Ting Chen, David Lin, Dan Muuniz, Chia-Jiu Wang	Wafer Yield Estimation Using Support Vector Machines.	ISNN (2)	2006	DBLP DOI BibTeX RDF
15	Bo Jin, Yan-Qing Zhang 0001	Genetic Granular Kernel Methods for Cyclooxygenase-2 Inhibitor Activity Comparison.	ISNN (1)	2006	DBLP DOI BibTeX RDF
15	Yusuke Torii, Shigeo Abe	Fast Training of Linear Programming Support Vector Machines Using Decomposition Techniques.	ANNPR	2006	DBLP DOI BibTeX RDF
15	Ingo Mierswa	Evolutionary learning with kernels: a generic solution for large margin problems.	GECCO	2006	DBLP DOI BibTeX RDF	machine learning, support vector machines, kernel methods, evolution strategies, particle swarms
15	Jinzhi Xiong, Tianming Hu, Jinlian Hu, Guangming Li, Hong Peng	Smoothing Support Vector Machines for e-Insensitive Regressi.	ISDA (1)	2006	DBLP DOI BibTeX RDF
15	Peisheng Gao, Weilin Wu	Power Quality Disturbances Classification using Wavelet and Support Vector Machines.	ISDA (1)	2006	DBLP DOI BibTeX RDF	short time power transform, support vector machines, multiresolution, power quality
15	Hong Hu, Jiuyong Li, Hua Wang 0002, Grant Daggard	Combined Gene Selection Methods for Microarray Data Analysis.	KES (1)	2006	DBLP DOI BibTeX RDF
15	Angel Fernando Kuri Morales, Iván Mejía-Guevara	Analysis of Algebraic Expressions Derived from Genetic Multivariate Polynomials and Support Vector Machines: A Case Study.	CIARP	2006	DBLP DOI BibTeX RDF
15	Max Chacón, Darwin Diaz, Luis Ríos, David H. Evans 0001, Ronney Panerai	Support Vector Machine with External Recurrences for Modeling Dynamic Cerebral Autoregulation.	CIARP	2006	DBLP DOI BibTeX RDF	cerebral autoregulation, Support Vector Machine, biological signals
15	Ingo Steinwart, Don R. Hush, Clint Scovel	Function Classes That Approximate the Bayes Risk.	COLT	2006	DBLP DOI BibTeX RDF
15	Ruxandra Stoean, Dumitru Dumitrescu, Mike Preuss, Catalin Stoean	Evolutionary Support Vector Regression Machines.	SYNASC	2006	DBLP DOI BibTeX RDF
15	Sergio Decherchi, Giovanni Parodi, Paolo Gastaldo, Rodolfo Zunino	Embedded Electronics Systems for Training Support Vector Machines.	IJCNN	2006	DBLP DOI BibTeX RDF
15	Ken Chen, Bao-Liang Lu, James T. Kwok	Efficient Classification of Multi-label and Imbalanced Data using Min-Max Modular Classifiers.	IJCNN	2006	DBLP DOI BibTeX RDF
15	Talieh Seyed Tabatabaei, Tahir Farooq, Aziz Guergachi, Sridhar Krishnan 0001	Support Vector Machines Based Approach for Chemical Phosphorus Removal Process in Wastewater Treatment Plant.	CCECE	2006	DBLP DOI BibTeX RDF
15	Robert Beverly, Karen R. Sollins, Arthur W. Berger	SVM learning of IP address structure for latency prediction.	MineNet	2006	DBLP DOI BibTeX RDF	machine learning, SVM, prediction, latency, IP networks
15	Christian Ullrich, Detlef Seese, Stephan K. Chalup	Foreign Exchange Trading with Support Vector Machines.	GfKl	2006	DBLP DOI BibTeX RDF
15	Wen-Chung Kao, Chun-Kuo Yu, Chia-Ping Shen, Wei-Hsin Chen, Pei-Yung Hsiao	Electrocardiogram Analysis with Adaptive Feature Selection and Support Vector Machines.	APCCAS	2006	DBLP DOI BibTeX RDF
15	Thorsten Joachims	Structured Output Prediction with Support Vector Machines.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
15	Georgios Th. Papadopoulos, Vasileios Mezaris, Stamatia Dasiopoulou, Ioannis Kompatsiaris	Semantic Image Analysis Using a Learning Approach and Spatial Context.	SAMT	2006	DBLP DOI BibTeX RDF
15	Yinshan Jia, Wang Yumei	A New Dual nu-Support Vector Machine.	ICONIP (1)	2006	DBLP DOI BibTeX RDF	?-Support Vector Machine, Classification Precision, Support Vector Machines, Classification Algorithm
15	Christopher K. Eveland, Diego A. Socolinsky, Carey E. Priebe, David J. Marchette	A Hierarchical Methodology for Class Detection Problems with Skewed Priors.	J. Classif.	2005	DBLP DOI BibTeX RDF
15	Bernardete Ribeiro	Support vector machines for quality monitoring in a plastic injection molding process.	IEEE Trans. Syst. Man Cybern. Part C	2005	DBLP DOI BibTeX RDF
15	Vincent Wan, Steve Renals	Speaker verification using sequence discriminant support vector machines.	IEEE Trans. Speech Audio Process.	2005	DBLP DOI BibTeX RDF
15	Wei Fan 0001, Ian Davidson, Bianca Zadrozny, Philip S. Yu	An Improved Categorization of Classifier's Sensitivity on Sample Selection Bias.	ICDM	2005	DBLP DOI BibTeX RDF
15	Xiujuan Chen, Robert W. Harrison, Yan-Qing Zhang 0001	Genetic fuzzy fusion of SVM classifiers for biomedical data.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
15	Kaibo Duan, S. Sathiya Keerthi	Which Is the Best Multiclass SVM Method? An Empirical Study.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
15	Peng Li, Kap Luk Chan, Sheng Fu, Shankar Muthu Krishnan	An Abnormal ECG Beat Detection Approach for Long-Term Monitoring of Heart Patients Based on Hybrid Kernel Machine Ensemble.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
15	Yeon Hur, Sehun Lim 0001	Customer Churning Prediction Using Support Vector Machines in Online Auto Insurance Service.	ISNN (2)	2005	DBLP DOI BibTeX RDF
15	Hanqing Zhao, Tao Wu 0001, Daxue Liu, Yang Chen, Hangen He	SVM Based Lateral Control for Autonomous Vehicle.	ISNN (3)	2005	DBLP DOI BibTeX RDF
15	Zhonghui Hu, Yunze Cai, Xing He, Ye Li, Xiaoming Xu	Multi-class Probability SVM Fusion Using Fuzzy Integral for Fault Diagnosis.	ISNN (3)	2005	DBLP DOI BibTeX RDF
15	Domenico Capriglione, Claudio Marrocco, Mario Molinara, Francesco Tortorella	SVM Based Regression Schemes for Instruments Fault Accommodation in Automotive Systems.	ICIAP	2005	DBLP DOI BibTeX RDF
15	Wei-Chiang Hong, Ping-Feng Pai, Chen-Tung Chen, Ping-Teng Chang	Recurrent Support Vector Machines in Reliability Prediction.	ICNC (1)	2005	DBLP DOI BibTeX RDF	Genetic algorithms, Support vector machines, Recurrent neural networks, Reliability prediction
15	Hui-Cheng Lian, Bao-Liang Lu, Erina Takikawa, Satoshi Hosoi	Gender Recognition Using a Min-Max Modular Support Vector Machine.	ICNC (2)	2005	DBLP DOI BibTeX RDF
15	Kuo-Ping Wu, Sheng-De Wang	A Weighting Initialization Strategy for Weighted Support Vector Machines.	ICAPR (1)	2005	DBLP DOI BibTeX RDF
15	Defeng Wang, Daniel S. Yeung, Eric C. C. Tsang, Lin Shi 0001	Gene Selection Through Sensitivity Analysis of Support Vector Machines.	CompLife	2005	DBLP DOI BibTeX RDF
15	Qingfeng Wu, Changle Zhou, Chaonan Wang	Content-Based Affective Image Classification and Retrieval Using Support Vector Machines.	ACII	2005	DBLP DOI BibTeX RDF
15	Ingo Steinwart, Clint Scovel	Fast Rates for Support Vector Machines.	COLT	2005	DBLP DOI BibTeX RDF
15	Qing Tao, Gao-wei Wu, Fei-Yue Wang 0001, Jue Wang 0004	Some Marginal Learning Algorithms for Unsupervised Problems.	ISI	2005	DBLP DOI BibTeX RDF
15	Te Ming Huang, Vojislav Kecman	Gene Extraction for Cancer Diagnosis by Support Vector Machines.	ICANN (1)	2005	DBLP DOI BibTeX RDF
15	Ariel García-Gamboa, Neil Hernández-Gress, Miguel González-Mendoza 0001, Rodolfo Ibarra-Orozco, Jaime Mora-Vargas	A Comparison of Different Initialization Strategies to Reduce the Training Time of Support Vector Machines.	ICANN (2)	2005	DBLP DOI BibTeX RDF
15	Zeki Erdem, Robi Polikar, Fikret S. Gürgen, Nejat Yumusak	Reducing the Effect of Out-Voting Problem in Ensemble Based Incremental Support Vector Machines.	ICANN (2)	2005	DBLP DOI BibTeX RDF
15	Seungji Yang, Kyong Sok Seo, Sang Kim, Yong Man Ro, Ji-Yeon Kim, Yang Suk Seo	Automatic Photo Indexing Based on Person Identity.	PCM (2)	2005	DBLP DOI BibTeX RDF
15	Ying Tan 0002, Jun Wang 0002	A Support Vector Machine with a Hybrid Kernel and Minimal Vapnik-Chervonenkis Dimension.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF	hybrid kernel function, Support vector machines, VC dimension, hyperplane, structural risk minimization
15	Hwanjo Yu, Jiawei Han 0001, Kevin Chen-Chuan Chang	PEBL: Web Page Classification without Negative Examples.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF	single-class classification, Mapping-Convergence (M-C) algorithm, SVM (Support Vector Machine), Web mining, document classification, Web page classification
15	Michael Doumpos	An experimental comparison of some efficient approaches for training support vector machines.	Oper. Res.	2004	DBLP DOI BibTeX RDF	Classification, Support vector machines, Linear programming, Experimental analysis
15	Maokuan Li, Yusheng Cheng, Honghai Zhao	Unlabeled Data Classification via Support Vector Machines and k-means Clustering.	CGIV	2004	DBLP DOI BibTeX RDF	Data Mining, Support Vector Machines, k-means clustering
15	Gang Wu 0005, Edward Y. Chang	Aligning Boundary in Kernel Space for Learning Imbalanced Dataset.	ICDM	2004	DBLP DOI BibTeX RDF
15	Daisuke Komura, Hiroshi Nakamura, Shuichi Tsutsumi, Hiroyuki Aburatani, Sigeo Ihara	Multidimensional support vector machines for visualization of gene expression data.	SAC	2004	DBLP DOI BibTeX RDF	multidimensional Support Vecotor Machines, visualization, gene expression data, binary classification