Search results for "Classifiers"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
17	Balaji Krishnapuram, Lawrence Carin, Mário A. T. Figueiredo, Alexander J. Hartemink	Sparse Multinomial Logistic Regression: Fast Algorithms and Generalization Bounds.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF
17	Anand M. Narasimhamurthy	Theoretical Bounds of Majority Voting Performance for a Binary Classification Problem.	IEEE Trans. Pattern Anal. Mach. Intell.	2005	DBLP DOI BibTeX RDF	theoretical bounds, classifier diversity measures, Majority voting, Classifier design and evaluation
17	Oksana Yakhnenko, Adrian Silvescu, Vasant G. Honavar	Discriminatively Trained Markov Model for Sequence Classification.	ICDM	2005	DBLP DOI BibTeX RDF
17	Chunyan Xie, B. V. K. Vijaya Kumar	Face Class Code Based Feature Extraction for Face Recognition.	AutoID	2005	DBLP DOI BibTeX RDF
17	Juan José Rodríguez, Carlos J. Alonso, Oscar J. Prieto	Bias and Variance of Rotation-Based Ensembles.	IWANN	2005	DBLP DOI BibTeX RDF
17	Yan-Shi Dong, Ke-Song Han	Text classification based on data partitioning and parameter varying ensembles.	SAC	2005	DBLP DOI BibTeX RDF	support vector machines, text classification, ensemble
17	Gary Stein, Bing Chen, Annie S. Wu, Kien A. Hua	Decision tree classifier for network intrusion detection with GA-based feature selection.	ACM Southeast Regional Conference (2)	2005	DBLP DOI BibTeX RDF	genetic algorithm, intrusion detection, decision trees
17	Hailong Yu, Wanli Zuo, Tao Peng 0003	A New PU Learning Algorithm for Text Classification.	MICAI	2005	DBLP DOI BibTeX RDF
17	José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano	Image Analysis and Automatic Surface Identification by a Bi-level Multi-classifier.	BVAI	2005	DBLP DOI BibTeX RDF	Machine Learning, Image Segmentation, Image Analysis, Classifier Combination, Supervised Classification, Stacked Generalization
17	Ramana Isukapalli, Ahmed M. Elgammal, Russell Greiner	Learning a Dynamic Classification Method to Detect Faces and Identify Facial Expression.	AMFG	2005	DBLP DOI BibTeX RDF
17	Rong Zhang, Akshay Vashist, Ilya B. Muchnik, Casimir A. Kulikowski, Dimitris N. Metaxas	A New Combinatorial Approach to Supervised Learning: Application to Gait Recognition.	AMFG	2005	DBLP DOI BibTeX RDF
17	Yuli Gao, Jianping Fan 0001	Semantic image classification with hierarchical feature subset selection.	Multimedia Information Retrieval	2005	DBLP DOI BibTeX RDF	classifier training, feature selection, semantic image classification
17	Elena Marchiori, Michèle Sebag	Bayesian Learning with Local Support Vector Machines for Cancer Classification with Gene Expression Data.	EvoWorkshops	2005	DBLP DOI BibTeX RDF
17	Petra Povalej, Peter Kokol, Tatjana Welzer-Druzovec, Bruno Stiglic	Machine-Learning with Cellular Automata.	IDA	2005	DBLP DOI BibTeX RDF
17	Aki P. F. Chan, Wing W. Y. Ng, Daniel S. Yeung, Eric C. C. Tsang	Multiple Classifier System with Feature Grouping for Intrusion Detection: Mutual Information Approach.	KES (3)	2005	DBLP DOI BibTeX RDF
17	Amit Jain, Jeffrey Huang, Shiaofen Fang	Gender identification using frontal facial images.	ICME	2005	DBLP DOI BibTeX RDF	gender identification, frontal facial image cassification, pattern recognition system, automated face detection, FERET facial database, SVM, support vector machine, computer vision, independent component analysis, ICA, gesture recognition, feature vector
17	Edith Hernández-Reyes, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad	Classifier Selection Based on Data Complexity Measures.	CIARP	2005	DBLP DOI BibTeX RDF
17	Matti Kääriäinen	Generalization Error Bounds Using Unlabeled Data.	COLT	2005	DBLP DOI BibTeX RDF
17	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
17	LinLin Shen, Li Bai, Daniel Bardsley, Yangsheng Wang	Gabor Feature Selection for Face Recognition Using Improved AdaBoost Learning.	IWBRS	2005	DBLP DOI BibTeX RDF
17	Shaokang Chen, Brian C. Lovell, Ting Shan	Combining Generative and Discriminative Learning for Face Recognition.	DICTA	2005	DBLP DOI BibTeX RDF
17	Vladimir Gorodetsky, Oleg Karsaev, Vladimir Samoilov, Alexander Ulanov	Asynchronous Alert Correlation in Multi-agent Intrusion Detection Systems.	MMM-ACNS	2005	DBLP DOI BibTeX RDF
17	Aixin Sun, Ee-Peng Lim, Wee Keong Ng, Jaideep Srivastava	Blocking Reduction Strategies in Hierarchical Text Classification.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF
17	Ofer Melnik, Yehuda Vardi, Cun-Hui Zhang	Mixed Group Ranks: Preference and Confidence in Classifier Combination.	IEEE Trans. Pattern Anal. Mach. Intell.	2004	DBLP DOI BibTeX RDF
17	Tolga Can, Orhan Çamoglu, Ambuj K. Singh, Yuan-Fang Wang	Automated Protein Classification Using Consensus Decision.	CSB	2004	DBLP DOI BibTeX RDF	decision trees, protein classification, SCOP
17	Petra Povalej, Mitja Lenic, Gregor Stiglic, Tatjana Welzer, Peter Kokol	Improving Classification Accuracy Using Cellular Automata.	KES	2004	DBLP DOI BibTeX RDF
17	Tomer Hertz, Aharon Bar-Hillel, Daphna Weinshall	Learning Distance Functions for Image Retrieval.	CVPR (2)	2004	DBLP DOI BibTeX RDF
17	Xiaogang Wang 0001, Xiaoou Tang	Random Sampling LDA for Face Recognition.	CVPR (2)	2004	DBLP DOI BibTeX RDF
17	Bjoern Stenger, Arasanathan Thayananthan, Philip H. S. Torr, Roberto Cipolla	Hand Pose Estimation Using Hierarchical Detection.	ECCV Workshop on HCI	2004	DBLP DOI BibTeX RDF
17	Hongyu Guo, Herna L. Viktor	Boosting with Data Generation: Improving the Classification of Hard to Learn Examples.	IEA/AIE	2004	DBLP DOI BibTeX RDF
17	George L. Tsirogiannis, Dimitrios S. Frossyniotis, Konstantina S. Nikita, Andreas Stafylopatis	A Meta-classifier Approach for Medical Diagnosis.	SETN	2004	DBLP DOI BibTeX RDF	neural networks, machine learning, diagnosis
17	Héla Zouari, Laurent Heutte, Yves Lecourtier, Adel M. Alimi	Generating Classifier Outputs with Fixed Diversity for Evaluating Voting Methods.	SSPR/SPR	2004	DBLP DOI BibTeX RDF
17	Peter Kokol, Petra Povalej, Mitja Lenic, Gregor Stiglic	Building Classifier Cellular Automata.	ACRI	2004	DBLP DOI BibTeX RDF
17	Dymitr Ruta, Bogdan Gabrys	Physical field models for pattern classification.	Soft Comput.	2003	DBLP DOI BibTeX RDF
17	Benny Y. M. Fung, Vincent T. Y. Ng	Classification of heterogeneous gene expression data.	SIGKDD Explor.	2003	DBLP DOI BibTeX RDF	significance analysis of microarrays, classification, feature selection, gene expression data
17	Sung-Bae Cho, Frank E. Pollick	Toward Person Authentication with Point Light Display Using Neural Network Ensembles.	AVBPA	2003	DBLP DOI BibTeX RDF
17	Cristina Conde, Antonio Ruiz, Enrique Cabello	PCA vs low resolution images in face verification.	ICIAP	2003	DBLP DOI BibTeX RDF
17	Pier Luca Lanzi	Using Raw Accuracy to Estimate Classifier Fitness in XCS.	GECCO	2003	DBLP DOI BibTeX RDF
17	César Ferri, José Hernández-Orallo, Miguel A. Salido	Volume under the ROC Surface for Multi-class Problems.	ECML	2003	DBLP DOI BibTeX RDF
17	Víctor Robles, Pedro Larrañaga, José M. Peña 0002, María S. Pérez 0001, Ernestina Menasalvas Ruiz, Vanessa Herves	Learning Semi Naïve Bayes Structures by Estimation of Distribution Algorithms.	EPIA	2003	DBLP DOI BibTeX RDF	Naïve Bayes, semi Naïve Bayes, heuristic search, estimation of distributions algorithms
17	Hong-Hee Won, Sung-Bae Cho	Neural Network Ensemble with Negatively Correlated Features for Cancer Classification.	ICANN	2003	DBLP DOI BibTeX RDF
17	Stanley M. Bileschi, Bernd Heisele	Advances in Component-Based Face Detection.	SVM	2002	DBLP DOI BibTeX RDF
17	Eunju Kim, Wooju Kim, Yillbyung Lee	Classifier Fusion Using Local Confidence.	ISMIS	2002	DBLP DOI BibTeX RDF
17	Elzbieta Pekalska, Robert P. W. Duin, Marina Skurichina	A Discussion on the Classifier Projection Space for Classifier Combining.	Multiple Classifier Systems	2002	DBLP DOI BibTeX RDF
17	Dymitr Ruta, Bogdan Gabrys	New Measure of Classifier Dependency in Multiple Classifier Systems.	Multiple Classifier Systems	2002	DBLP DOI BibTeX RDF
17	Aditya Vailaya, Mário A. T. Figueiredo, Anil K. Jain 0001, HongJiang Zhang	Image classification for content-based indexing.	IEEE Trans. Image Process.	2001	DBLP DOI BibTeX RDF
17	Padraig Cunningham, Gabriele Zenobi	Case Representation Issues for Case-Based Reasoning from Ensemble Research.	ICCBR	2001	DBLP DOI BibTeX RDF
17	Gunnar Jakob Briem, Jón Atli Benediktsson, Johannes R. Sveinsson	Boosting, Bagging, and Consensus Based Classification of Multisource Remote Sensing Data.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
17	Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano	Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights.	COLT/EuroCOLT	2001	DBLP DOI BibTeX RDF
17	Haixun Wang, Carlo Zaniolo	CMP: A Fast Decision Tree Classifier Using Multivariate Predictions.	ICDE	2000	DBLP DOI BibTeX RDF
17	Alexey Tsymbal, Seppo Puuronen	Dynamic Integration of Decision Committees.	HiPC	2000	DBLP DOI BibTeX RDF
17	Murlikrishna Viswanathan, Geoffrey I. Webb	Classification Learning Using All Rules.	ECML	1998	DBLP DOI BibTeX RDF
16	Chun-Xia Zhang 0002, Jiang-She Zhang 0001	A novel method for constructing ensemble classifiers.	Stat. Comput.	2009	DBLP DOI BibTeX RDF	Kappa-error diagram, Principal component analysis, Bootstrap, Adaboost, Bagging, Random forest, Ensemble classifier
16	Tzu-Tsung Wong	Alternative prior assumptions for improving the performance of naïve Bayesian classifiers.	Data Min. Knowl. Discov.	2009	DBLP DOI BibTeX RDF	Conjugate, Dirichlet assumption, Generalized Dirichlet distribution, Liouville distribution, Naïve Bayesian classifier
16	David A. Cieslak, Nitesh V. Chawla	A framework for monitoring classifiers' performance: when and why failure occurs?	Knowl. Inf. Syst.	2009	DBLP DOI BibTeX RDF
16	Benjamin Quost, Thierry Denoeux	Learning from data with uncertain labels by boosting credal classifiers.	KDD Workshop on Knowledge Discovery from Uncertain Data	2009	DBLP DOI BibTeX RDF	theory of belief functions, theory of evidence, classification, uncertainty, AdaBoost, Dempster-Shafer theory, classifier combination
16	George Forman, Martin Scholz, Shyamsundar Rajaram	Feature shaping for linear SVM classifiers.	KDD	2009	DBLP DOI BibTeX RDF	feature scaling, linear support vector machine, machine learning, SVM, text classification, feature weighting
16	Alexandre Kouznetsov, Stan Matwin, Diana Inkpen, Amir Hossein Razavi, Oana Frunza, Morvarid Sehatkar, Leanne Seaward, Peter O'Blenis	Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques.	Canadian AI	2009	DBLP DOI BibTeX RDF	Automatic Text Classification, Machine Learning, Systematic Reviews, Ranking Algorithms
16	Giovanni Saggio, Pietro Cavallo, Alessio Ferretti, Francesco Garzoli, Lucia Rita Quitadamo, Maria Grazia Marciani, Franco Giannini, Luigi Bianchi	Comparison of two different classifiers for mental tasks-based Brain-Computer Interface: MLP Neural Networks vs. Fuzzy Logic.	WOWMOM	2009	DBLP DOI BibTeX RDF
16	Xuefeng Chen, Xiabi Liu, Yunde Jia	Combining evolution strategy and gradient descent method for discriminative learning of bayesian classifiers.	GECCO	2009	DBLP DOI BibTeX RDF	max-min posterior pseudo-probabilities (mmp), evolution strategy, gradient descent, handwritten digit recognition, discriminative learning
16	Chad R. Meiners, Alex X. Liu, Eric Torng	Bit Weaving: A Non-prefix Approach to Compressing Packet Classifiers in TCAMs.	ICNP	2009	DBLP DOI BibTeX RDF
16	Joanna Jedrzejowicz, Piotr Jedrzejowicz	A Family of GEP-Induced Ensemble Classifiers.	ICCCI	2009	DBLP DOI BibTeX RDF	classification, Gene expression programming
16	Olivier Lezoray, Hubert Cardot	Comparing Combination Rules of Pairwise Neural Networks Classifiers.	Neural Process. Lett.	2008	DBLP DOI BibTeX RDF	Pairwise classifier, Combination, Stacking
16	Christine Preisach, Lars Schmidt-Thieme	Ensembles of relational classifiers.	Knowl. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Relational autocorrelation, Relational data mining, Sparse graphs, Ensemble classification
16	Kemal Polat, Sebnem Yosunkaya, Salih Günes	A New Approach to Diagnosing of Importance Degree of Obstructive Sleep Apnea Syndrome: Pairwise AIRS and Fuzzy-AIRS Classifiers.	J. Medical Syst.	2008	DBLP DOI BibTeX RDF	Obstructive sleep apnea syndrome (OSAS), Artificial immune recognition system, Fuzzy resource allocation mechanism, One against all approach, Polysomnography, Artificial immune system
16	Doina Caragea, Dianne Cook, Hadley Wickham, Vasant G. Honavar	Visual Methods for Examining SVM Classifiers.	Visual Data Mining	2008	DBLP DOI BibTeX RDF
16	Galina L. Rogova	Combining the Results of Several Neural Network Classifiers.	Classic Works of the Dempster-Shafer Theory of Belief Functions	2008	DBLP DOI BibTeX RDF	The Dempster-Shafer theory of evidence, Neural network, Character recognition, Classifier, Evidence
16	Teck Wee Chua, Woei Wan Tan	Genetically Evolved Fuzzy Rule-Based Classifiers and Application to Automotive Classification.	SEAL	2008	DBLP DOI BibTeX RDF	Type-2 Fuzzy, Fuzzy Rule-Based Classifier, Genetic-Fuzzy
16	Chuanliang Chen, Yingjie Tian 0001, Chunhua Zhang	Spam filtering with several novel bayesian classifiers.	ICPR	2008	DBLP DOI BibTeX RDF
16	Raluca Borca-Muresan, Sergiu Nedevschi, Florin Maguran	Mixtures of Classifiers for Recognizing Standing and Running Pedestrians.	ICCVG	2008	DBLP DOI BibTeX RDF	Pedestrian recognition, anisotropic gaussians, histogram of gradient orientations, classification
16	Deepak S. Turaga, Brian Foo, Olivier Verscheure, Rong Yan	Configuring topologies of distributed semantic concept classifiers for continuous multimedia stream processing.	ACM Multimedia	2008	DBLP DOI BibTeX RDF	multimedia stream mining, resource constrained mining, semantic concept detection
16	Marek Bundzel, Peter Sincak	Ensembling Classifiers Using Unsupervised Learning.	ICAISC	2008	DBLP DOI BibTeX RDF	Parallel, Ensemble, Structural Adaptation
16	Alexandros Agapitos, Matthew Dyson, Simon M. Lucas, Francisco Sepulveda	Learning to recognise mental activities: genetic programming of stateful classifiers for brain-computer interfacing.	GECCO	2008	DBLP DOI BibTeX RDF	classification on raw signal, stateful representation, statistical signal primitives, brain computer interface
16	Michael Grabner, Christopher Zach, Horst Bischof	Efficient Tracking as Linear Program on Weak Binary Classifiers.	DAGM-Symposium	2008	DBLP DOI BibTeX RDF
16	V. M. O. Alves, Adriano L. I. Oliveira, E. R. Silva Jr., Carlos A. B. Mello	Handwritten Digit Segmentation in Images of Historical Documents with One-Class Classifiers.	ICTAI (2)	2008	DBLP DOI BibTeX RDF
16	Sang-Woon Kim, Jian Gao	On Using Dimensionality Reduction Schemes to Optimize Dissimilarity-Based Classifiers.	CIARP	2008	DBLP DOI BibTeX RDF	Dissimilarity-based Classification, Dimensionality Reduction Schemes, Appearance-based Face Recognition, Dissimilarity Representation
16	Qingxuan Chen, Dequan Zheng, Tiejun Zhao, Sheng Li 0003	A Fusion of Multiple Classifiers Approach Based on Reliability function for Text Categorization.	FSKD (2)	2008	DBLP DOI BibTeX RDF
16	Piotr Artiemjew	Natural versus Granular Computing: Classifiers from Granular Structures.	RSCTC	2008	DBLP DOI BibTeX RDF	classification of data, granular computing, rough inclusions
16	Xiaoyan Mu, Paul Watta, Mohamad H. Hassoun	Analysis of a plurality voting-based combination of classifiers.	IJCNN	2008	DBLP DOI BibTeX RDF
16	Xue Wang 0001, Daowei Bi, Liang Ding, Sheng Wang 0010	Bootstrap Gaussian Process classifiers for rotating machinery anomaly detection.	IJCNN	2008	DBLP DOI BibTeX RDF
16	Dell Zhang, Wee Sun Lee	Learning classifiers without negative examples: A reduction approach.	ICDIM	2008	DBLP DOI BibTeX RDF
16	Lisa M. Marvel, Brian Henz, Charles G. Boncelet Jr.	Fusing rate-specific SVM Classifiers for +/-1 embedding steganalysis.	CISS	2008	DBLP DOI BibTeX RDF
16	Eduardo P. Costa, Ana Carolina Lorena, André C. P. L. F. de Carvalho, Alex Alves Freitas	Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions.	BSB	2008	DBLP DOI BibTeX RDF
16	Sang-Woon Kim, Jian Gao	A Dynamic Programming Technique for Optimizing Dissimilarity-Based Classifiers.	SSPR/SPR	2008	DBLP DOI BibTeX RDF
16	Maciej A. Mazurowski, Jacek M. Zurada, Georgia D. Tourassi	Reliability Assessment of Ensemble Classifiers: Application in Mammography.	Digital Mammography / IWDM	2008	DBLP DOI BibTeX RDF
16	Aljoscha Klose, Andreas Nürnberger	On the Properties of Prototype-Based Fuzzy Classifiers.	IEEE Trans. Syst. Man Cybern. Part B	2007	DBLP DOI BibTeX RDF
16	Shang-Ming Zhou, John Q. Gan	Constructing L2-SVM-Based Fuzzy Classifiers in High-Dimensional Space With Automatic Model Selection and Fuzzy Rule Ranking.	IEEE Trans. Fuzzy Syst.	2007	DBLP DOI BibTeX RDF
16	Bin Ma 0001, Haizhou Li 0001, Rong Tong	Spoken Language Recognition Using Ensemble Classifiers.	IEEE Trans. Speech Audio Process.	2007	DBLP DOI BibTeX RDF
16	Yu Su 0010, Shiguang Shan, Xilin Chen 0001, Wen Gao 0001	Hierarchical Ensemble of Global and Local Classifiers for Face Recognition.	ICCV	2007	DBLP DOI BibTeX RDF
16	Susana M. Vieira, João Miguel da Costa Sousa, Thomas A. Runkler	Ant Colony Optimization Applied to Feature Selection in Fuzzy Classifiers.	IFSA (1)	2007	DBLP DOI BibTeX RDF
16	Kushan Ahmadian, Abbas Golestani, Morteza Analoui, Mohammad R. Jahed	Evolving Ensemble of Classifiers In Low-Dimensional Spaces Using Multi-Objective Evolutionary Approach.	ACIS-ICIS	2007	DBLP DOI BibTeX RDF
16	Aleksey Fadeev, Hichem Frigui, Dae-Jin Kim, Adel Elmaghraby	Transformation of Relational Features for Use with Conventional Classifiers.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
16	Edwin Lughofer, Plamen P. Angelov, Xiaowei Zhou	Evolving Single- and Multi-Model Fuzzy Classifiers with FLEXFIS-Class.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
16	Ángela Blanco, Manuel Martín-Merino, Javier De Las Rivas	Ensemble of Dissimilarity Based Classifiers for Cancerous Samples Classification.	PRIB	2007	DBLP DOI BibTeX RDF
16	Kotagiri Ramamohanarao, Hongjian Fan	Patterns Based Classifiers.	World Wide Web	2007	DBLP DOI BibTeX RDF	data mining, classification, emerging pattern
16	Mineichi Kudo, Satoshi Shirai, Hiroshi Tenmoto	A Combination of Sample Subsets and Feature Subsets in One-Against-Other Classifiers.	MCS	2007	DBLP DOI BibTeX RDF
16	Matina Charami, Rami Halloush, Sofia Tsekeridou	Performance Evaluation of TreeQ and LVQ Classifiers for Music Information Retrieval.	AIAI	2007	DBLP DOI BibTeX RDF
16	Vincent Yan Fu Tan, See-Kiong Ng	Privacy-Preserving Sharing of Horizontally-Distributed Private Data for Constructing Accurate Classifiers.	PinKDD	2007	DBLP DOI BibTeX RDF
16	Matías Arenas, Javier Ruiz-del-Solar, Rodrigo Verschae	Detection of AIBO and Humanoid Robots Using Cascades of Boosted Classifiers.	RoboCup	2007	DBLP DOI BibTeX RDF
16	Xiujuan Chen, Yichuan Zhao, Yan-Qing Zhang 0001, Robert W. Harrison	Combining SVM Classifiers Using Genetic Fuzzy Systems Based on AUC for Gene Expression Data Analysis.	ISBRA	2007	DBLP DOI BibTeX RDF	Receiver Operating Characteristic (ROC), Genetic Fuzzy System (GFS), Support Vector Machines (SVMs), Gene Expression, Classifier fusion