Search results for "One-class classification"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	George G. Cabral, Adriano L. I. Oliveira, Carlos B. G. Cahu	Combining nearest neighbor data description and structural risk minimization for one-class classification.	Neural Computing and Applications	2009	DBLP DOI BibTeX RDF	Nearest neighbor data description, Prototype reduction, Novelty detection, One-class classification, Structural risk minimization
3	Gábor Gosztolya, András Bánhalmi, László Tóth	Using One-Class Classification Techniques in the Anti-phoneme Problem.	IbPRIA	2009	DBLP DOI BibTeX RDF	counter-example generation, Artificial Neural Networks, speech recognition, Gaussian Mixture Models, one-class classification
3	András Bánhalmi, Róbert Busa-Fekete, Balázs Kégl	A One-Class Classification Approach for Protein Sequences and Structures.	ISBRA	2009	DBLP DOI BibTeX RDF	ROC analysis, One-class classification, Protein classification
3	Chengqun Wang, Jiangang Lu, Chonghai Hu, Youxian Sun	Kernel Matrix Learning for One-Class Classification.	ISNN	2008	DBLP DOI BibTeX RDF	One-class kernel matrix learning, Kernel selection, One-class classification, Support vector data description, Kernel learning
3	Santiago D. Villalba, Padraig Cunningham	An evaluation of dimension reduction techniques for one-class classification.	Artif. Intell. Rev.	2007	DBLP DOI BibTeX RDF	Locality preservation, Cluster coherence, Feature selection, Principal component analysis, Dimensionality reduction, One class classification, Feature transformation
3	Gunnar Rätsch, Sebastian Mika, Bernhard Schölkopf, Klaus-Robert Müller	Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification.	IEEE Trans. Pattern Anal. Mach. Intell.	2002	DBLP DOI BibTeX RDF	SVMs, unsupervised learning, Boosting, novelty detection, one-class classification
2	Matthijs Hovelynck, Boris Chidlovskii	Multi-modality in one-class classification.	WWW	2010	DBLP DOI BibTeX RDF	enron, responsiveness, co-training, one-class classification
2	Robert Curry, Malcolm I. Heywood	One-Class Genetic Programming.	EuroGP	2009	DBLP DOI BibTeX RDF	Active Learning, Coevolution, Problem Decomposition, One-Class Classification
2	Kathryn Hempstalk, Eibe Frank, Ian H. Witten	One-Class Classification by Combining Density and Class Probability Estimation.	ECML/PKDD	2008	DBLP DOI BibTeX RDF
2	José A. Reyes, David Gilbert	Combining One-Class Classification Models Based on Diverse Biological Data for Prediction of Protein-Protein Interactions.	DILS	2008	DBLP DOI BibTeX RDF
2	Jianwu Li, Zhanyong Mao, Yao Lu	Adapting radial basis function neural networks for one-class classification.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin	Fusion of biometric systems using one-class classification.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Anthony Brew, Marco Grimaldi, Padraig Cunningham	An evaluation of one-class classification techniques for speaker verification.	Artif. Intell. Rev.	2007	DBLP DOI BibTeX RDF	One-class classifiers, Gaussian mixture models, Speaker verification
2	András Bánhalmi, András Kocsor, Róbert Busa-Fekete	Counter-Example Generation-Based One-Class Classification.	ECML	2007	DBLP DOI BibTeX RDF
2	George G. Cabral, Adriano L. I. Oliveira, Carlos B. G. Cahu	A Novel Method for One-Class Classification Based on the Nearest Neighbor Data Description and Structural Risk Minimization.	IJCNN	2007	DBLP DOI BibTeX RDF
2	Xunkai Wei, Yinghong Li, Yue Feng, Guangbin Huang	Solving Mahalanobis Ellipsoidal Learning Machine Via Second Order Cone Programming.	ICIC	2007	DBLP DOI BibTeX RDF	Mahalanobis ellipsoidal learning machine, support vector machines, One class classification, reproducing kernel Hilbert space, second order cone programming
2	Jarmo Ilonen, Pekka Paalanen, Joni-Kristian Kamarainen, Heikki Kälviäinen	Gaussian mixture pdf in one-class classification: computing and utilizing confidence values.	ICPR	2006	DBLP DOI BibTeX RDF
2	Zhihong Zeng, Yun Fu, Glenn I. Roisman, Zhen Wen, Yuxiao Hu, Thomas S. Huang	One-Class Classification for Spontaneous Facial Expression Analysis.	FG	2006	DBLP DOI BibTeX RDF
2	David M. J. Tax, Piotr Juszczak, Elzbieta Pekalska, Robert P. W. Duin	Outlier Detection Using Ball Descriptions with Adjustable Metric.	SSPR/SPR	2006	DBLP DOI BibTeX RDF	?p-ball, robustness, outlier detection, one-class classification
2	Qiang Sun, Jianhua Li, Xinran Liang, Shenghong Li	Using Double-Layer One-Class Classification for Anti-jamming Information Filtering.	ISNN	2005	DBLP DOI BibTeX RDF
2	Piotr Juszczak, Robert P. W. Duin	Selective Sampling Methods in One-Class Classification Problems.	ICANN	2003	DBLP DOI BibTeX RDF
2	David M. J. Tax, Klaus-Robert Müller	Feature Extraction for One-Class Classification.	ICANN	2003	DBLP DOI BibTeX RDF
2	Amir Madany Mamlouk, Jan T. Kim, Erhardt Barth, Michael Brauckmann, Thomas Martinetz	One-Class Classification with Subgaussians.	DAGM-Symposium	2003	DBLP DOI BibTeX RDF
2	David M. J. Tax, Piotr Juszczak	Kernel Whitening for One-Class Classification.	SVM	2002	DBLP DOI BibTeX RDF
2	Aytül Erçil, Burak Büke	One Class Classification Using Implicit Polynomial Surface Fitting.	ICPR	2002	DBLP DOI BibTeX RDF
1	Fabrizio Angiulli	Prototype-Based Domain Description for One-Class Classification.	IEEE Trans. Pattern Anal. Mach. Intell.	2012	DBLP DOI BibTeX RDF
1	Inho Kang, Myong K. Jeong, Dongjoon Kong	A differentiated one-class classification method with applications to intrusion detection.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Wenkai Li, Qinghua Guo, Charles Elkan	A Positive and Unlabeled Learning Algorithm for One-Class Classification of Remote-Sensing Data.	IEEE T. Geoscience and Remote Sensing	2011	DBLP DOI BibTeX RDF
1	Jie Zhang, Jie Lu, Guangquan Zhang	Joint Sub-Classifiers One Class Classification Model for avian Influenza Outbreak Detection.	International Journal of Computational Intelligence and Applications	2011	DBLP DOI BibTeX RDF
1	George Gomes Cabral, Adriano Lorena Inacio de Oliveira	A novel one-class classification method based on feature analysis and prototype reduction.	SMC	2011	DBLP DOI BibTeX RDF
1	Rafael da Veiga Cabral, Eduardo J. Spinosa	Evaluating an outlier generation method for training tree-based Genetic Programming applied to one-class classification.	NaBIC	2011	DBLP DOI BibTeX RDF
1	Pierluigi Casale, Oriol Pujol, Petia Radeva	Approximate Convex Hulls Family for One-Class Classification.	MCS	2011	DBLP DOI BibTeX RDF
1	Eric J. Pauwels, Onkar Ambekar	One Class Classification for Anomaly Detection: Support Vector Data Description Revisited.	ICDM	2011	DBLP DOI BibTeX RDF
1	Maik Anderka, Benno Stein, Nedim Lipka	Detection of text quality flaws as a one-class classification problem.	CIKM	2011	DBLP DOI BibTeX RDF
1	Seoung Bum Kim, Weerawat Jitpitaklert, Thuntee Sukchotrat	One-Class Classification-Based Control Charts for Monitoring Autocorrelated Multivariate Processes.	Communications in Statistics - Simulation and Computation	2010	DBLP DOI BibTeX RDF
1	Attilio Gambardella, Giorgio Giacinto, Maurizio Migliaccio, Andrea Montali	One-class classification for oil spill detection.	Pattern Anal. Appl.	2010	DBLP DOI BibTeX RDF
1	Michael Kemmler, Erik Rodner, Joachim Denzler	One-Class Classification with Gaussian Processes.	ACCV	2010	DBLP DOI BibTeX RDF
1	Daniela Godoy	Comparing One-Class Classification Algorithms for Finding Interesting Resources in Social Bookmarking Systems.	RED	2010	DBLP DOI BibTeX RDF
1	Haiqin Yang, Irwin King, Michael R. Lyu	Multi-task Learning for one-class classification.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Jun Xu, Qingcai Chen, Xiaolong Wang, Zhong-Yu Wei	One-class classification models for financial industry information recommendation.	ICMLC	2010	DBLP DOI BibTeX RDF
1	Cheila Bergamini, Luiz S. Oliveira, Alessandro L. Koerich, Robert Sabourin	Combining different biometric traits with one-class classification.	Signal Processing	2009	DBLP DOI BibTeX RDF
1	Randa Kassab, Frédéric Alexandre	Incremental data-driven learning of a novelty detection model for one-class classification with application to high-dimensional noisy data.	Machine Learning	2009	DBLP DOI BibTeX RDF
1	Nojun Kwak, Jiyong Oh	Feature extraction for one-class classification problems: Enhancements to biased discriminant analysis.	Pattern Recognition	2009	DBLP DOI BibTeX RDF
1	Yi-Hung Liu, Han-Pang Huang	Towards a High-Stability EMG Recognition System for Prosthesis Control: a One-Class Classification Based Non-Target EMG Pattern Filtering Scheme.	SMC	2009	DBLP DOI BibTeX RDF
1	Santiago D. Villalba, Padraig Cunningham	Artificial Data Generation for One-class Classification - A Case Study of Dimensionality Reduction for Text and Biological Data.	KDIR	2009	DBLP BibTeX RDF
1	Stefan Mutter, Bernhard Pfahringer, Geoffrey Holmes	The Positive Effects of Negative Information: Extending One-Class Classification Models in Binary Proteomic Sequence Classification.	Australasian Conference on Artificial Intelligence	2009	DBLP DOI BibTeX RDF
1	Honggang Bu, Jun Wang, Xiubao Huang	A Practical and Robust Way to the Optimization of Parameters in RBF Kernel-Based One-Class Classification Support Vector Methods.	ICNC	2009	DBLP DOI BibTeX RDF
1	Kenneth Kennedy, Brian Mac Namee, Sarah Jane Delany	Learning without Default: A Study of One-Class Classification and the Low-Default Portfolio Problem.	AICS	2009	DBLP DOI BibTeX RDF
1	Shehroz S. Khan, Michael G. Madden	A Survey of Recent Trends in One Class Classification.	AICS	2009	DBLP DOI BibTeX RDF
1	Jie Xiao, Yun Fu, Yijuan Lu, Qi Tian	Refining image retrieval using one-class classification.	ICME	2009	DBLP DOI BibTeX RDF
1	Esther-Sabrina Platzer, Joachim Denzler, Herbert Süße, Josef Nägele, Karl-Heinz Wehking	Robustness of Different Features for One-class Classification and Anomaly Detection in Wire Ropes.	VISAPP	2009	DBLP BibTeX RDF
1	Chen Li, Yang Zhang, Xue Li	OcVFDT: one-class very fast decision tree for one-class classification of data streams.	KDD Workshop on Knowledge Discovery from Sensor Data	2009	DBLP DOI BibTeX RDF	one-class data streams, decision trees, incremental learning, Hoeffding bound
1	Jeroen H. M. Janssens, Ildikó Flesch, Eric O. Postma	Outlier Detection with One-Class Classifiers from ML and KDD.	ICMLA	2009	DBLP DOI BibTeX RDF	local density estimation, outlier detection, one-class classification
1	Esther-Sabrina Platzer, Josef Nägele, Karl-Heinz Wehking, Joachim Denzler	HMM-Based Defect Localization in Wire Ropes - A New Approach to Unusual Subsequence Recognition.	DAGM-Symposium	2009	DBLP DOI BibTeX RDF
1	Albert D. Shieh, David F. Kamm	Ensembles of One Class Support Vector Machines.	MCS	2009	DBLP DOI BibTeX RDF
1	Fatih Camci, Ratna Babu Chinnam	General support vector representation machine for one-class classification of non-stationary classes.	Pattern Recognition	2008	DBLP DOI BibTeX RDF
1	Yang Zhang, Xue Li, Maria E. Orlowska	One-Class Classification of Text Streams with Concept Drift.	ICDM Workshops	2008	DBLP DOI BibTeX RDF
1	Esther-Sabrina Platzer, Joachim Denzler, Herbert Süße, Josef Nägele, Karl-Heinz Wehking	Challenging Anomaly Detection in Wire Ropes Using Linear Prediction Combined with One-class Classification.	VMV	2008	DBLP BibTeX RDF
1	Gunjan Gupta, Joydeep Ghosh	Bregman bubble clustering: A robust framework for mining dense clusters.	TKDD	2008	DBLP DOI BibTeX RDF	expectation maximization, Density-based clustering, One Class classification, Bregman divergences, exponential family
1	Koby Crammer, Partha Pratim Talukdar, Fernando Pereira	A rate-distortion one-class model and its applications to clustering.	ICML	2008	DBLP DOI BibTeX RDF
1	Milena R. P. Souza, Leandro R. Almeida, George D. C. Cavalcanti	Combining Distances through an Auto-Encoder Network to Verify Signatures.	SBRN	2008	DBLP DOI BibTeX RDF
1	Kathryn Hempstalk, Eibe Frank	Discriminating Against New Classes: One-class versus Multi-class Classification.	Australasian Conference on Artificial Intelligence	2008	DBLP DOI BibTeX RDF
1	Kai Labusch, Fabian Timm, Thomas Martinetz	Simple Incremental One-Class Support Vector Classification.	DAGM-Symposium	2008	DBLP DOI BibTeX RDF
1	Martin Potthast, Benno Stein, Robert Gerling	Automatic Vandalism Detection in Wikipedia.	ECIR	2008	DBLP DOI BibTeX RDF
1	George G. Cabral, Adriano L. I. Oliveira	A Comparative Analysis of One-class Structural Risk Minimization by Support Vector Machines and Nearest Neighbor Rule.	IFIP AI	2008	DBLP DOI BibTeX RDF
1	Carolina Sanchez-Hernandez, Doreen S. Boyd, Giles M. Foody	One-Class Classification for Mapping a Specific Land-Cover Class: SVDD Classification of Fenland.	IEEE T. Geoscience and Remote Sensing	2007	DBLP DOI BibTeX RDF
1	José A. Reyes, David Gilbert	Prediction of protein-protein interactions using one-class classification methods and integrating diverse biological data.	J. Integrative Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Demir Gokalp, Selim Aksoy	Scene Classification Using Bag-of-Regions Representations.	CVPR	2007	DBLP DOI BibTeX RDF
1	Robert Curry, Malcolm I. Heywood	One-class learning with multi-objective genetic programming.	SMC	2007	DBLP DOI BibTeX RDF
1	Takashi Onoda, Hiroshi Murata, Seiji Yamada	One Class Classification Methods Based Non-Relevance Feedback Document Retrieval.	IAT Workshops	2006	DBLP DOI BibTeX RDF
1	Tao Ban, Shigeo Abe	Implementing Multi-class Classifiers by One-class Classification Methods.	IJCNN	2006	DBLP DOI BibTeX RDF
1	Zhou Ji, Dipankar Dasgupta	Applicability issues of the real-valued negative selection algorithms.	GECCO	2006	DBLP DOI BibTeX RDF	negative selection algorithms, one-class classification
1	Bailing Zhang, Clement Leung	Robust Face Recognition by Multiscale Kernel Associative Memory Models Based on Hierarchical Spatial-Domain Gabor Transforms.	FG	2006	DBLP DOI BibTeX RDF	kernel associative memory, Face recognition, biometrics, Gabor transform
1	Yiqing Tu, Gang Li, Honghua Dai	Integrating Local One-Class Classifiers for Image Retrieval.	ADMA	2006	DBLP DOI BibTeX RDF
1	Ling Zhuang, Honghua Dai	Parameter Estimation of One-Class SVM on Imbalance Text Classification.	Canadian Conference on AI	2006	DBLP DOI BibTeX RDF
1	Weihua Li, Tielin Shi, Kang Ding	Gear Crack Detection Using Kernel Function Approximation.	ICONIP	2006	DBLP DOI BibTeX RDF
1	Karl Sjöstrand, Rasmus Larsen	The Entire Regularization Path for the Support Vector Domain Description.	MICCAI	2006	DBLP DOI BibTeX RDF
1	Ling Zhuang, Honghua Dai	Parameter Optimization of Kernel-Based One-Class Classifier on Imbalance Text Learning.	PRICAI	2006	DBLP DOI BibTeX RDF
1	Yun Xu, Richard G. Brereton	Diagnostic Pattern Recognition on Gene-Expression Profile Data by Using One-Class Classification.	Journal of Chemical Information and Modeling	2005	DBLP DOI BibTeX RDF
1	Takashi Onoda, Hiroshi Murata, Seiji Yamada	An One Class Classification Approach to Non-relevance Feedback Document Retrieval.	FSKD	2005	DBLP DOI BibTeX RDF
1	Gunjan Gupta, Joydeep Ghosh	Robust one-class clustering using hybrid global and local search.	ICML	2005	DBLP DOI BibTeX RDF
1	Richard Nock, Frank Nielsen	Fitting the Smallest Enclosing Bregman Ball.	ECML	2005	DBLP DOI BibTeX RDF
1	Ozgur Yilmazel, Svetlana Symonenko, Niranjan Balasubramanian, Elizabeth D. Liddy	Leveraging One-Class SVM and Semantic Analysis to Detect Anomalous Content.	ISI	2005	DBLP DOI BibTeX RDF
1	Eduardo J. Spinosa, André Carlos Ponce Leon Ferreira de Carvalho	Combining One-Class Classifiers for Robust Novelty Detection in Gene Expression Data.	BSB	2005	DBLP DOI BibTeX RDF
1	David M. J. Tax, Klaus-Robert Müller	A Consistency-Based Model Selection for One-Class Classification.	ICPR	2004	DBLP DOI BibTeX RDF
1	Moshe Koppel, Jonathan Schler	Authorship verification as a one-class classification problem.	ICML	2004	DBLP DOI BibTeX RDF
1	David M. J. Tax, Robert P. W. Duin	Support Vector Data Description.	Machine Learning	2004	DBLP DOI BibTeX RDF	support vector classifier, outlier detection, novelty detection, one-class classification, support vector data description
1	Céu L. Beirão, Mário A. T. Figueiredo	Defect Detection in Textile Images Using Gabor Filters.	ICIAR	2004	DBLP DOI BibTeX RDF
1	QingHua Wang, Luís Seabra Lopes, David M. J. Tax	Visual Object Recognition Through One-Class Learning.	ICIAR	2004	DBLP DOI BibTeX RDF
1	QingHua Wang, Luís Seabra Lopes	One-Class Learning for Human-Robot Interaction.	BASYS	2004	DBLP DOI BibTeX RDF
1	Elzbieta Pekalska, Marina Skurichina, Robert P. W. Duin	Combining Dissimilarity-Based One-Class Classifiers.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
1	David M. J. Tax, Piotr Juszczak	Kernel Whitening for One-Class Classification.	IJPRAI	2003	DBLP DOI BibTeX RDF
1	Kang Peng, Slobodan Vucetic, Bo Han, Hongbo Xie, Zoran Obradovic	Exploiting Unlabeled Data for Improving Accuracy of Predictive Data Mining.	ICDM	2003	DBLP DOI BibTeX RDF
1	Ibrahim Gokcen, Jing Peng, Bill P. Buckles	Active Learning Using One-class Classification.	HIS	2002	DBLP BibTeX RDF
1	David M. J. Tax, Robert P. W. Duin	Combining One-Class Classifiers.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
1	Mary M. Moya, Don R. Hush	Network constraints and multi-objective optimization for one-class classification.	Neural Networks	1996	DBLP DOI BibTeX RDF