Search results for "random subspace"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Shiliang Sun	An Improved Random Subspace Method and Its Application to EEG Signal Classification.	MCS	2007	DBLP DOI BibTeX RDF	ensemble diversity, ensemble learning, random subspace, EEG signal classification
3	Dacheng Tao, Xiaoou Tang, Xuelong Li, Xindong Wu	Asymmetric Bagging and Random Subspace for Support Vector Machines-Based Relevance Feedback in Image Retrieval.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	Classifier committee learning, asymmetric bagging, support vector machines, relevance feedback, content-based image retrieval, random subspace
3	Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai	Using Domain Knowledge for in the Random Subspace Method: Application: Application to the Classification of Biomedical Spectra.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF	biomedical spectra, feature extraction, feature selection, PCA, domain knowledge, Random Subspace Method
2	Shiliang Sun	Ensembles of Feature Subspaces for Object Detection.	ISNN	2009	DBLP DOI BibTeX RDF	Machine learning, Face detection, Object detection, Pedestrian detection, Random subspace
2	Loris Nanni, Alessandra Lumini	Particle swarm optimization for ensembling generation for evidential k-nearest-neighbour classifier.	Neural Computing and Applications	2009	DBLP DOI BibTeX RDF	Evidential k-NN classifier, Particle swarm optimization, Random subspace
2	Loris Nanni, Alessandra Lumini	Evolved Feature Weighting for Random Subspace Classifier.	IEEE Transactions on Neural Networks	2008	DBLP DOI BibTeX RDF
2	Amin Assareh, Mohammad Hassan Moradi, L. Gwenn Volkert	A Hybrid Random Subspace Classifier Fusion Approach for Protein Mass Spectra Classification.	EvoBIO	2008	DBLP DOI BibTeX RDF
2	Alexandra Scherbart, Tim W. Nattkemper	The Diversity of Regression Ensembles Combining Bagging and Random Subspace Method.	ICONIP	2008	DBLP DOI BibTeX RDF
2	Satoshi Shirai, Mineichi Kudo, Atsuyoshi Nakamura	Bagging, Random Subspace Method and Biding.	SSPR/SPR	2008	DBLP DOI BibTeX RDF
2	Jiao Wang, Siwei Luo, Xianhua Zeng	A random subspace method for co-training.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Alexander I. Barvinok	Integration and Optimization of Multivariate Polynomials by Restriction onto a Random Subspace.	Foundations of Computational Mathematics	2007	DBLP DOI BibTeX RDF	Wick formula, Gaussian measure, Algorithms, Integration, Polynomials, Random subspaces
2	Nam Nguyen, Wanquan Liu, Svetha Venkatesh	Random Subspace Two-Dimensional PCA for Face Recognition.	PCM	2007	DBLP DOI BibTeX RDF
2	Kai Lienemann, Thomas Plötz, Gernot A. Fink	On the Application of SVM-Ensembles Based on Adapted Random Subspace Sampling for Automatic Classification of NMR Data.	MCS	2007	DBLP DOI BibTeX RDF
2	Vidya P. Kamath, Lawrence O. Hall, Timothy Yeatman, Steven Eschrich	Multivariate Feature Selection using Random Subspace Classifiers for Gene Expression Data.	BIBE	2007	DBLP DOI BibTeX RDF
2	Ruichu Cai, Zhifeng Hao, Wen Wen	A Novel Gene Ranking Algorithm Based on Random Subspace Method.	IJCNN	2007	DBLP DOI BibTeX RDF
2	Shiliang Sun	Ensemble Learning Methods for Classifying EEG Signals.	MCS	2007	DBLP DOI BibTeX RDF	boosting, ensemble learning, bagging, random subspace, EEG signal classification
2	Hui Kong, Jian-Gang Wang	Coupling Adaboost and Random Subspace for Diversified Fisher Linear Discriminant.	ICONIP	2006	DBLP DOI BibTeX RDF
2	Xiaogang Wang, Xiaoou Tang	Random Sampling for Subspace Face Recognition.	International Journal of Computer Vision	2006	DBLP DOI BibTeX RDF	face recognition, LDA, bagging, subspace analysis, random subspace method
2	Dmitry Zhora	Evaluating Performance of Random Subspace Classifier on ELENA Classification Database.	ICANN	2005	DBLP DOI BibTeX RDF
2	Feng Zhao, Xiaoou Tang, Feng Lin, Scott Samson, Andrew Remsen	Binary plankton image classification using random subspace.	ICIP	2005	DBLP DOI BibTeX RDF
2	Shiliang Sun, Changshui Zhang	Using a Random Subspace Predictor to Integrate Spatial and Temporal Information for Traffic Flow Forecasting.	ICNC	2005	DBLP DOI BibTeX RDF
2	Xiaoxun Zhang, Yunde Jia	Face Recognition Based on Local Steerable Feature and Random Subspace LDA.	AMFG	2005	DBLP DOI BibTeX RDF
2	Xiaogang Wang, Xiaoou Tang	Using Random Subspace to Combine Multiple Features for Face Recognition. (PDF / PS)	FGR	2004	DBLP DOI BibTeX RDF
2	Marina Skurichina, Robert P. W. Duin	Bagging, Boosting and the Random Subspace Method for Linear Classifiers.	Pattern Anal. Appl.	2002	DBLP DOI BibTeX RDF	Training sample size, Boosting, Bagging, Combining classifiers, Random subspaces, Linear classifiers
2	Ludmila I. Kuncheva, Fabio Roli, Gian Luca Marcialis, Catherine A. Shipp	Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
2	Marina Skurichina, Robert P. W. Duin	Bagging and the Random Subspace Method for Redundant Feature Spaces.	Multiple Classifier Systems	2001	DBLP DOI BibTeX RDF
1	Guo-Xian Yu, Guoji Zhang, Carlotta Domeniconi, Zhiwen Yu, Jane You	Semi-supervised classification based on random subspace dimensionality reduction.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Malin Björnsdotter Åberg, Johan Wessberg	Clustered sampling improves random subspace brain mapping.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Catrin O. Plumpton, Ludmila I. Kuncheva, Nikolaas N. Oosterhof, Stephen J. Johnston	Naive random subspace ensemble with linear classifiers for real-time classification of fMRI data.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Bailing Zhang, Tuan D. Pham	Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble.	BMC Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Gang Wang, Jian Ma	Study of corporate credit risk prediction based on integrating boosting and random subspace.	Expert Syst. Appl.	2011	DBLP DOI BibTeX RDF
1	Sotiris B. Kotsiantis	A random subspace method that uses different instead of similar models for regression and classification problems.	IJIDS	2011	DBLP DOI BibTeX RDF
1	Hui Li, Young-Chan Lee, Yan-Chun Zhou, Jie Sun 0002	The random subspace binary logit (RSBL) model for bankruptcy prediction.	Knowl.-Based Syst.	2011	DBLP DOI BibTeX RDF
1	Sotiris B. Kotsiantis	Combining bagging, boosting, rotation forest and random subspace methods.	Artif. Intell. Rev.	2011	DBLP DOI BibTeX RDF
1	Bailing Zhang	Breast cancer diagnosis from biopsy images by serial fusion of Random Subspace ensembles.	BMEI	2011	DBLP DOI BibTeX RDF
1	Tadeusz Lasota, Tomasz Luczak, Bogdan Trawinski	Investigation of Random Subspace and Random Forest Methods Applied to Property Valuation Data.	ICCCI	2011	DBLP DOI BibTeX RDF
1	Veronika Cheplygina, David M. J. Tax	Pruned Random Subspace Method for One-Class Classifiers.	MCS	2011	DBLP DOI BibTeX RDF
1	Giuliano Armano, Camelia Chira, Nima Hatami	A New Gene Selection Method Based on Random Subspace Ensemble for Microarray Cancer Classification.	PRIB	2011	DBLP DOI BibTeX RDF
1	Weiwu Jiang, Zhifeng Li, Helen M. Meng	An Analysis Framework Based on Random Subspace Sampling for Speaker Verification.	INTERSPEECH	2011	DBLP BibTeX RDF
1	Fatma Hamdi, Younès Bennani	Learning random subspace novelty detection filters.	IJCNN	2011	DBLP DOI BibTeX RDF
1	Ya-Zhou Ren, Guoji Zhang, Guo-Xian Yu	Random subspace based semi-supervised feature selection.	ICMLC	2011	DBLP DOI BibTeX RDF
1	Ludmila I. Kuncheva, Juan José Rodríguez Diez, Catrin O. Plumpton, David E. J. Linden, Stephen J. Johnston	Random Subspace Ensembles for fMRI Classification.	IEEE Trans. Med. Imaging	2010	DBLP DOI BibTeX RDF
1	Feng Zhao, Feng Lin, Hock Soon Seah	Binary SIPPER plankton image classification using random subspace.	Neurocomputing	2010	DBLP DOI BibTeX RDF
1	Robi Polikar, Joseph DePasquale, Hussein Syed Mohammed, Gavin Brown, Ludmila I. Kuncheva	Learn++.MF: A random subspace approach for the missing feature problem.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1		Random Subspace Method.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Mehrdad J. Gangeh, Mohamed S. Kamel, Robert P. W. Duin	Random Subspace Method in Text Categorization.	ICPR	2010	DBLP DOI BibTeX RDF
1	Mehrtash Tafazzoli Harandi, Majid Nili Ahmadabadi, Babak Nadjar Araabi, Abbas Bigdeli, Brian C. Lovell	Directed Random Subspace Method for Face Recognition.	ICPR	2010	DBLP DOI BibTeX RDF
1	Ludmila I. Kuncheva, Catrin O. Plumpton	Choosing Parameters for Random Subspace Ensembles for fMRI Classification.	MCS	2010	DBLP DOI BibTeX RDF
1	Ming Yang, Jie Bao 0004, Gen-Lin Ji	Semi-random subspace sampling for classification.	ICNC	2010	DBLP DOI BibTeX RDF
1	Santhosh Pathical, Gürsel Serpen	Comparison of subsampling techniques for random subspace ensembles.	ICMLC	2010	DBLP DOI BibTeX RDF
1	Jinn-Min Yang, Pao-Ta Yu	Random Subspace Method with Feature Subsets Selected by a Fuzzy Class Separability Index.	JCIT	2009	DBLP BibTeX RDF
1	Sotiris B. Kotsiantis	Locally application of random subspace with simple Bayesian classifier.	IJDMMM	2009	DBLP DOI BibTeX RDF
1	Yulian Zhu, Jun Liu, Songcan Chen	Semi-random subspace method for face recognition.	Image Vision Comput.	2009	DBLP DOI BibTeX RDF
1	Gürsel Serpen, Santhosh Pathical	Classification in High-Dimensional Feature Spaces: Random Subsample Ensemble.	ICMLA	2009	DBLP DOI BibTeX RDF	high dimensional feature space, curse of dimensionality, random subspace, ensemble classification
1	Yusuf Yaslan, Zehra Cataltepe	Random Relevant and Non-redundant Feature Subspaces for Co-training.	IDEAL	2009	DBLP DOI BibTeX RDF	RASCO, mRMR, Co-training, Random Subspace Methods
1	Shiliang Sun	Weighting Individual Classifiers by Local Within-Class Accuracies.	ISNN	2009	DBLP DOI BibTeX RDF	Local within-class accuracy, Multiple classifier system, Majority voting, Random subspace, Distance metric learning
1	Barry Y. Chen, Tracy D. Lemmond, William G. Hanley	Building ultra-low false alarm rate Support Vector Classifier ensembles using Random Subspaces.	CIDM	2009	DBLP DOI BibTeX RDF
1	Nicolás García-Pedrajas	Constructing Ensembles of Classifiers by Means of Weighted Instance Selection.	IEEE Transactions on Neural Networks	2009	DBLP DOI BibTeX RDF
1	Mehrtash Tafazzoli Harandi, Majid Nili Ahmadabadi, Babak Nadjar Araabi	Optimal Local Basis: A Reinforcement Learning Approach for Face Recognition.	International Journal of Computer Vision	2009	DBLP DOI BibTeX RDF	Feature selection, Face recognition, Reinforcement learning
1	Nicolás García-Pedrajas, Domingo Ortiz-Boyer	Boosting random subspace method.	Neural Networks	2008	DBLP DOI BibTeX RDF
1	Loris Nanni, Alessandra Lumini	Random subspace for an improved BioHashing for face authentication.	Pattern Recognition Letters	2008	DBLP DOI BibTeX RDF
1	Bor-Chen Kuo, Chun-Hsiang Chuang, Chih-Cheng Hung, Szu-Wei Yang	A Novel Random Subspace Method Using Spectral and Spatial Information for Hyperspectral Image Classification.	IGARSS	2008	DBLP DOI BibTeX RDF
1	Fang Wang, Zhenfeng Zhu, Yao Zhao	Strategy of combining random subspace and diversified active learning in CBIR.	ICIP	2008	DBLP DOI BibTeX RDF
1	Michael C. Lee, Lilla Böröczky, Kivilcim Sungur-Stasik, Aaron D. Cann, Alain C. Borczuk, Steven M. Kawut, Charles A. Powell	A Two-Step Approach for Feature Selection and Classifier Ensemble Construction in Computer-Aided Diagnosis.	CBMS	2008	DBLP DOI BibTeX RDF	genetic algorithm, feature selection, computer-aided diagnosis, classifier ensemble, lung cancer
1	Qu-Tang Cai, Chun-Yi Peng, Chang-Shui Zhang	A weighted subspace approach for improving bagging performance.	ICASSP	2008	DBLP DOI BibTeX RDF
1	Mohamed Farouk Abdel Hady, Friedhelm Schwenker	Co-training by Committee: A New Semi-supervised Learning Framework.	ICDM Workshops	2008	DBLP DOI BibTeX RDF
1	Xiyan He, Pierre Beauseroy, Andre Smolarz	Random feature subset selection in a nonstationary environment: Application to textured image segmentation.	ICIP	2008	DBLP DOI BibTeX RDF
1	Wei Li, Yannan Zhao, Yixu Song, Zehong Yang	COX-2 activity prediction in Chinese medicine using neural network based ensemble learning methods.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Shiliang Sun, Changshui Zhang	The Selective Random Subspace Predictor for Traffic Flow Forecasting.	IEEE Transactions on Intelligent Transportation Systems	2007	DBLP DOI BibTeX RDF
1	Xiaoxun Zhang, Yunde Jia	A linear discriminant analysis framework based on random subspace for face recognition.	Pattern Recognition	2007	DBLP DOI BibTeX RDF
1	Rong Yan, Jelena Tesic, John R. Smith	Model-shared subspace boosting for multi-label classification.	KDD	2007	DBLP DOI BibTeX RDF	multi-label classification, random subspace methods
1	Ying-Han Pang, Andrew Teoh Beng Jin	Random Projection with Robust Linear Discriminant Analysis Model in Face Recognition.	CGIV	2007	DBLP DOI BibTeX RDF
1	Joseph DePasquale, Robi Polikar	Random Feature Subset Selection for Analysis of Data with Missing Features.	IJCNN	2007	DBLP DOI BibTeX RDF
1	Ludmila I. Kuncheva, Juan José Rodríguez	Classifier Ensembles with a Random Linear Oracle.	IEEE Trans. Knowl. Data Eng.	2007	DBLP DOI BibTeX RDF	fusion and selection, random hyperplane, multivariate (oblique) decision trees, Classifier ensembles
1	Huanhuan Chen, Xin Yao	Evolutionary Ensemble for In Silico Prediction of Ames Test Mutagenicity.	ICIC	2007	DBLP DOI BibTeX RDF	Ames Test Mutagenicity, In silico models, Evolutionary Ensemble, Negative Correlation Learning
1	Joseph DePasquale, Robi Polikar	Random Feature Subset Selection for Ensemble Based Classification of Data with Missing Features.	MCS	2007	DBLP DOI BibTeX RDF
1	Daniel Kanevskiy, Konstantin Vorontsov	Cooperative Coevolutionary Ensemble Learning.	MCS	2007	DBLP DOI BibTeX RDF
1	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
1	Carmen Lai, Marcel J. T. Reinders, Lodewyk F. A. Wessels	Random subspace method for multivariate feature selection.	Pattern Recognition Letters	2006	DBLP DOI BibTeX RDF
1	Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.	Evolving ensemble of classifiers in random subspace.	GECCO	2006	DBLP DOI BibTeX RDF	ensemble of learning machines, fusion function, pattern recognition, diversity, majority voting, combining classifiers, confusion matrix
1	Hui Kong, Eam Khwang Teoh	Coupling Adaboost and Random Subspace for Diversified Fisher Linear Discriminant.	ICARCV	2006	DBLP DOI BibTeX RDF
1	Sinjini Mitra, Marios Savvides	Using Feature Combination and Statistical Resampling for Accurate Face Recognition Based on Frequency Domain Representation of Facial Asymmetry.	FG	2006	DBLP DOI BibTeX RDF
1	Yong Gao 0002, Yangsheng Wang	Boosting in Random Subspaces for Face Recognition.	ICPR	2006	DBLP DOI BibTeX RDF
1	Qinghua Hu, Xiaodong Li, Daren Yu	Analysis on Classification Performance of Rough Set Based Reducts.	PRICAI	2006	DBLP DOI BibTeX RDF
1	Alberto Bertoni, Raffaella Folgieri, Giorgio Valentini	Bio-molecular cancer prediction with random subspace ensembles of support vector machines.	Neurocomputing	2005	DBLP DOI BibTeX RDF
1	Rongbin Liu, Changshui Zhang, Yinglong Xia	Importance Feature Sampling in Random Subspace.	VISION	2005	DBLP BibTeX RDF
1	Nitesh V. Chawla, Kevin W. Bowyer	Random Subspaces and Subsampling for 2-D Face Recognition.	CVPR	2005	DBLP DOI BibTeX RDF
1	Dacheng Tao, Stephen J. Maybank, Weiming Hu, Xuelong Li	Stable Third-Order Tensor Representation for Color Image Classification.	Web Intelligence	2005	DBLP DOI BibTeX RDF
1	Lei Chen, Mohamed S. Kamel	Design of Multiple Classifier Systems for Time Series Data.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
1	Giorgio Fumera, Fabio Roli, Alessandra Serrau	Dynamics of Variance Reduction in Bagging and Other Techniques Based on Randomisation.	Multiple Classifier Systems	2005	DBLP DOI BibTeX RDF
1	Alberto Bertoni, Raffaella Folgieri, Giorgio Valentini	Feature Selection Combined with Random Subspace Ensemble for Gene Expression Based Diagnosis of Malignancies.	WIRN	2004	DBLP DOI BibTeX RDF
1	Dacheng Tao, Xiaoou Tang	SVM-based relevance feedback using random subspace method.	ICME	2004	DBLP BibTeX RDF
1	Wei Jiang, Mingjing Li, HongJiang Zhang, Jie Zhou	Relevance feedback using random subspace method.	ISCAS	2004	DBLP BibTeX RDF
1	Dacheng Tao, Xiaoou Tang	Random Sampling Based SVM for Relevance Feedback Image Retrieval.	CVPR	2004	DBLP DOI BibTeX RDF
1	Xiaogang Wang, Xiaoou Tang	Random Sampling LDA for Face Recognition.	CVPR	2004	DBLP DOI BibTeX RDF
1	Simon Günter, Horst Bunke	Ensembles of classifiers for handwritten word recognition.	IJDAR	2003	DBLP DOI BibTeX RDF	Ensemble creation methods, Hidden Markov models (HMM), Boosting, Bagging, Classifier combination, Random subspace method, Handwritten text recognition
1	Tin Kam Ho	A Data Complexity Analysis of Comparative Advantages of Decision Forest Constructors.	Pattern Anal. Appl.	2002	DBLP DOI BibTeX RDF	Decision forest, Decision tree, Bagging, Classifier combination, Data complexity, Random subspace method
1	Alexey Tsymbal, Seppo Puuronen, David W. Patterson	Feature Selection for Ensembles of Simple Bayesian Classifiers.	ISMIS	2002	DBLP DOI BibTeX RDF
1	Marina Skurichina, Robert P. W. Duin	Boosting in Linear Discriminant Analysis.	Multiple Classifier Systems	2000	DBLP DOI BibTeX RDF
1	Tin Kam Ho	The Random Subspace Method for Constructing Decision Forests.	IEEE Trans. Pattern Anal. Mach. Intell.	1998	DBLP DOI BibTeX RDF	decision forest, stochastic discrimination, decision combination, Pattern recognition, decision tree, bootstrapping, classifier combination, multiple-classifier system