Search results for "Dimensionality"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
15	M. Alex O. Vasilescu, Demetri Terzopoulos	Multilinear (Tensor) ICA and Dimensionality Reduction.	ICA	2007	DBLP DOI BibTeX RDF
15	Christos-Savvas Bouganis, Iosifina Pournara, Peter Y. K. Cheung	Efficient Mapping of Dimensionality Reduction Designs onto Heterogeneous FPGAs.	FCCM	2007	DBLP DOI BibTeX RDF
15	Gintautas Dzemyda, Olga Kurasova	Dimensionality Problem in the Visualization of Correlation-Based Data.	ICANNGA (2)	2007	DBLP DOI BibTeX RDF
15	Mouna Kacimi, Kokou Yétongnon	Dimensionality Reduction in a P2P System.	DEXA Workshops	2007	DBLP DOI BibTeX RDF
15	Gloria Haro, Gregory Randall, Guillermo Sapiro	Regularized Mixed Dimensionality and Density Learning in Computer Vision.	CVPR	2007	DBLP DOI BibTeX RDF
15	Huan Wang 0001, Shuicheng Yan, Dong Xu 0001, Xiaoou Tang, Thomas S. Huang	Trace Ratio vs. Ratio Trace for Dimensionality Reduction.	CVPR	2007	DBLP DOI BibTeX RDF
15	Alberto Casagrande, Kevin Casey, Rachele Falchi, Carla Piazza, Benedetto Ruperti, Giannina Vizzotto, Bud Mishra	Translating Time-Course Gene Expression Profiles into Semi-algebraic Hybrid Automata Via Dimensionality Reduction.	AB	2007	DBLP DOI BibTeX RDF
15	David G. Underhill, Luke McDowell, David J. Marchette, Jeffrey L. Solka	Enhancing Text Analysis via Dimensionality Reduction.	IRI	2007	DBLP DOI BibTeX RDF
15	Andrew R. Pariser, Willard L. Miranker	Dimensionality Reduction via Self-Organizing Feature Maps for Collaborative Filtering.	IJCNN	2007	DBLP DOI BibTeX RDF
15	Takehisa Yairi	Map building without localization by dimensionality reduction techniques.	ICML	2007	DBLP DOI BibTeX RDF
15	Yi Guo 0001, Junbin Gao, Paul Wing Hing Kwan	Twin Kernel Embedding with Relaxed Constraints on Dimensionality Reduction for Structured Data.	Australian Conference on Artificial Intelligence	2007	DBLP DOI BibTeX RDF
15	Stéphane Lafon, Ann B. Lee	Diffusion Maps and Coarse-Graining: A Unified Framework for Dimensionality Reduction, Graph Partitioning, and Data Set Parameterization.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	compression (coding), clustering similarity measures, clustering, Machine learning, information visualization, Markov processes, graph algorithms, quantization, text analysis, knowledge retrieval, graph-theoretic methods
15	Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen	Local Dimensionality Reduction and Supervised Learning Within Natural Clusters for Biomedical Data Analysis.	IEEE Trans. Inf. Technol. Biomed.	2006	DBLP DOI BibTeX RDF
15	Dimo Brockhoff, Eckart Zitzler	Are All Objectives Necessary? On Dimensionality Reduction in Evolutionary Multiobjective Optimization.	PPSN	2006	DBLP DOI BibTeX RDF
15	Barzan Mozafari, Mohammad Hasan Savoji 0001	A new collision resistant hash function based on optimum dimensionality reduction using Walsh-Hadamard transform.	ICIT	2006	DBLP DOI BibTeX RDF
15	Alexandr Andoni, Piotr Indyk, Mihai Patrascu	On the Optimality of the Dimensionality Reduction Method.	FOCS	2006	DBLP DOI BibTeX RDF
15	Weihong Deng, Jiani Hu, Jun Guo 0002	Robust Fisher Linear Discriminant Model for Dimensionality Reduction.	ICPR (2)	2006	DBLP DOI BibTeX RDF
15	Khanh Vu, Kien A. Hua, Hao Cheng 0001, Sheau-Dong Lang	A non-linear dimensionality-reduction technique for fast similarity search in large databases.	SIGMOD Conference	2006	DBLP DOI BibTeX RDF
15	Mohammed Liakat Ali, Luis Rueda 0001, Myriam Herrera	On the Performance of Chernoff-Distance-Based Linear Dimensionality Reduction Techniques.	Canadian AI	2006	DBLP DOI BibTeX RDF
15	Junying Chen, Zheng Qin	Dimensionality Reduction for Evolving RBF Networks with Particle Swarms.	ISNN (1)	2006	DBLP DOI BibTeX RDF
15	Luis Rueda 0001, Myriam Herrera	A New Approach to Multi-class Linear Dimensionality Reduction.	CIARP	2006	DBLP DOI BibTeX RDF
15	Bhavna Agrawal, Jeffrey G. Hemmett, Karl K. Moody, David B. White	Techniques to address increased dimensionality of ASIC library design.	ISCAS	2006	DBLP DOI BibTeX RDF
15	Bisser Raytchev, Ikushi Yoda, Katsuhiko Sakaue	Multi-View Face Recognition By Nonlinear Dimensionality Reduction And Generalized Linear Models.	FGR	2006	DBLP DOI BibTeX RDF
15	Karim Lekadir, Daniel S. Elson, Jose Requejo-Isidro, Christopher Dunsby, James McGinty, Neil Galletly, Gordon Stamp, Paul M. W. French, Guang-Zhong Yang	Tissue Characterization Using Dimensionality Reduction and Fluorescence Imaging.	MICCAI (2)	2006	DBLP DOI BibTeX RDF
15	Hui Gao, James W. Davis	Sampling Representative Examples for Dimensionality Reduction and Recognition - Bootstrap Bumping LDA.	ECCV (3)	2006	DBLP DOI BibTeX RDF
15	Tony Lin 0001, Hongbin Zha, Sang Uk Lee	Riemannian Manifold Learning for Nonlinear Dimensionality Reduction.	ECCV (1)	2006	DBLP DOI BibTeX RDF
15	Luis Rueda 0001, Myriam Herrera	A New Linear Dimensionality Reduction Technique Based on Chernoff Distance.	IBERAMIA-SBIA	2006	DBLP DOI BibTeX RDF
15	Lin Xiao 0003, Jun Sun 0003, Stephen P. Boyd	A duality view of spectral methods for dimensionality reduction.	ICML	2006	DBLP DOI BibTeX RDF
15	Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato, María del Carmen Vargas-González, José Miguel López-Rubio	Intrinsic Dimensionality Maps with the PCASOM.	IWANN	2005	DBLP DOI BibTeX RDF
15	Tanja Keller, Matthias Grimm	The Impact of Dimensionality and Color Coding of Information Visualizations on Knowledge Acquisition.	Knowledge and Information Visualization	2005	DBLP DOI BibTeX RDF
15	Felix V. Agakov, David Barber	Auxiliary Variational Information Maximization for Dimensionality Reduction.	SLSFS	2005	DBLP DOI BibTeX RDF
15	Fredrik Andersson, Jens Nilsson 0002	Nonlinear Dimensionality Reduction Using Circuit Models.	SCIA	2005	DBLP DOI BibTeX RDF
15	Matthew Gebski, Raymond K. Wong 0001	A New Approach for Cluster Detection for Large Datasets with High Dimensionality.	DaWaK	2005	DBLP DOI BibTeX RDF
15	Elisabetta Binaghi, Ignazio Gallo, Mirco Boschetti, Pietro Alessandro Brivio	A Neural Adaptive Algorithm for Feature Selection and Classification of High Dimensionality Data.	ICIAP	2005	DBLP DOI BibTeX RDF
15	Jian Xiao, Zongtan Zhou, Dewen Hu, Junsong Yin, Shuang Chen	Self-organized Locally Linear Embedding for Nonlinear Dimensionality Reduction.	ICNC (1)	2005	DBLP DOI BibTeX RDF
15	Ankur Bhargava, S. Rao Kosaraju	Derandomization of Dimensionality Reduction and SDP Based Algorithms.	WADS	2005	DBLP DOI BibTeX RDF
15	Jungwon Cho, Seungdo Jeong, Byung-Uk Choi	A Fast Image Retrieval Using the Unification Search Method of Binary Classification and Dimensionality Condensation of Feature Vectors.	KES (3)	2005	DBLP DOI BibTeX RDF
15	Stephen J. Redmond, Chris Heneghan	A Non-parametric Dimensionality Reduction Technique Using Gradient Descent of Misclassification Rate.	ICAPR (2)	2005	DBLP DOI BibTeX RDF
15	Ashwin Srinivasan 0001, Ravi Kothari	A Study of Applying Dimensionality Reduction to Restrict the Size of a Hypothesis Space.	ILP	2005	DBLP DOI BibTeX RDF
15	Naveen Kandiraju, Sumeet Dua, Steven A. Conrad	Dihedral Angle based Dimensionality Reduction for Protein Structural Comparison.	ITCC (1)	2005	DBLP DOI BibTeX RDF
15	Matthias Hein 0001, Jean-Yves Audibert	Intrinsic dimensionality estimation of submanifolds in Rd.	ICML	2005	DBLP DOI BibTeX RDF
15	Li Yang	Distance-Preserving Projection of High-Dimensional Data for Nonlinear Dimensionality Reduction.	IEEE Trans. Pattern Anal. Mach. Intell.	2004	DBLP DOI BibTeX RDF
15	Yue Li 0033, Alexander Thomasian, Lijuan Zhang 0002	Optimal Subspace Dimensionality for k-NN Search on Clustered Datasets.	DEXA	2004	DBLP DOI BibTeX RDF
15	Mónica Benito, Daniel Peña	Dimensionality Reduction with Image Data.	IDEAL	2004	DBLP DOI BibTeX RDF	Multivariate linear regression, Generalized proscrustes analysis, Principal component analysis, Singular value decomposition, Eigenfaces
15	Lieven De Lathauwer, Joos Vandewalle	Dimensionality Reduction in ICA and Rank-(R1, R2, ..., RN) Reduction in Multilinear Algebra.	ICA	2004	DBLP DOI BibTeX RDF
15	John Aldo Lee, Christian Jutten, Michel Verleysen	Non-linear ICA by Using Isometric Dimensionality Reduction.	ICA	2004	DBLP DOI BibTeX RDF
15	Sourabh Ravindran, David V. Anderson	Boosting as a dimensionality reduction tool for audio classification.	ISCAS (3)	2004	DBLP DOI BibTeX RDF
15	Eugeniusz Gatnar	Dimensionality of Random Subspaces.	GfKl	2004	DBLP DOI BibTeX RDF
15	Jihun Ham, Daniel D. Lee, Sebastian Mika, Bernhard Schölkopf	A kernel view of the dimensionality reduction of manifolds.	ICML	2004	DBLP DOI BibTeX RDF
15	Ashutosh Saxena, Abhinav Gupta 0001, Amitabha Mukerjee	Non-linear Dimensionality Reduction by Locally Linear Isomaps.	ICONIP	2004	DBLP DOI BibTeX RDF
15	Mahmoud F. Hussin, Mohamed S. Kamel, Magdy H. Nagi	An Efficient Two-Level SOMART Document Clustering Through Dimensionality Reduction.	ICONIP	2004	DBLP DOI BibTeX RDF
15	Renato Fernandes Corrêa, Teresa Bernarda Ludermir	Dimensionality Reduction by Semantic Mapping in Text Categorization.	ICONIP	2004	DBLP DOI BibTeX RDF
15	Ümit Y. Ogras, Hakan Ferhatosmanoglu	Dimensionality reduction using magnitude and shape approximations.	CIKM	2003	DBLP DOI BibTeX RDF	similarity search, high dimensional data, shape approximation
15	Paul M. Baggenstoss	A New Optimal Classifier Architecture to Aviod the Dimensionality Curse.	IbPRIA	2003	DBLP DOI BibTeX RDF
15	Qiang Shen	Semantics-Preserving Dimensionality Reduction in Intelligent Modelling.	Modelling with Words	2003	DBLP DOI BibTeX RDF
15	K. Lertsirimit	Modified reduced dimensionality channel model.	ISCAS (2)	2003	DBLP DOI BibTeX RDF
15	Francisco J. Ferrer-Troyano, Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos	Mining Low Dimensionality Data Streams of Continuous Attributes.	EPIA	2003	DBLP DOI BibTeX RDF	scalable learning algorithms, Classification, data streams, incremental learning, decision rules
15	Jianjiang Lu, Baowen Xu, Hongji Yang	Matrix Dimensionality Reduction for Mining Web Logs.	Web Intelligence	2003	DBLP DOI BibTeX RDF
15	Laurent Grosset, Rodolphe Le Riche, Raphael T. Haftka	A Study of the Effects of Dimensionality on Stochastic Hill Climbers and Estimation of Distribution Algorithms.	Artificial Evolution	2003	DBLP DOI BibTeX RDF
15	Miguel L. Teodoro, George N. Phillips, Lydia E. Kavraki	A dimensionality reduction approach to modeling protein flexibility.	RECOMB	2002	DBLP DOI BibTeX RDF
15	Avner Magen	Dimensionality Reductions That Preserve Volumes and Distance to Affine Spaces, and Their Algorithmic Applications.	RANDOM	2002	DBLP DOI BibTeX RDF
15	Marco Ratto, Andrea Saltelli	An Efficient Approach to Deal with the Curse of Dimensionality in Sensitivity Analysis Computations.	International Conference on Computational Science (1)	2002	DBLP DOI BibTeX RDF
15	Tarek A. El-Ghazawi, Sinthop Kaewpijit, Jacqueline Le Moigne	Parallel and Adaptive Reduction of Hyperspectral Data to Intrinsic Dimensionality.	CLUSTER	2001	DBLP DOI BibTeX RDF	Principal Component Analysis, Remote Sensing, Dimension Reduction, Hyperspectral
15	Yoichiro Hattori, Takeshi Furuhashi	A proposal of fuzzy modeling with dimensionality reduction incorporating fuzzy inference method.	KES	2000	DBLP DOI BibTeX RDF
15	Nikhil R. Pal, Vijay K. Eluri	Two efficient connectionist schemes for structure preserving dimensionality reduction.	IEEE Trans. Neural Networks	1998	DBLP DOI BibTeX RDF
15	Stefan Berchtold, Christian Böhm 0001, Hans-Peter Kriegel	The Pyramid-Technique: Towards Breaking the Curse of Dimensionality.	SIGMOD Conference	1998	DBLP DOI BibTeX RDF
15	Brian Carse, Terence C. Fogarty	Tackling the "Curse of Dimensionality" of Radial Basis Functional Neural Networks Using a Genetic Algorithm.	PPSN	1996	DBLP DOI BibTeX RDF
15	Shree K. Nayar, Hiroshi Murase	Dimensionality of Illumination Manifolds in Appearance Matching.	Object Representation in Computer Vision	1996	DBLP DOI BibTeX RDF
13	Jason Lawrence, Sean Arietta, Michael M. Kazhdan, Daniel Lepage, Colleen O'Hagan	A User-Assisted Approach to Visualizing Multidimensional Images.	IEEE Trans. Vis. Comput. Graph.	2011	DBLP DOI BibTeX RDF	Multidimensional images, physical sciences and engineering, dimensionality reduction, multidimensional scaling, visualization techniques, life and medical sciences
13	Xiaofei He 0001, Ming Ji, Chiyuan Zhang, Hujun Bao	A Variance Minimization Criterion to Feature Selection Using Laplacian Regularization.	IEEE Trans. Pattern Anal. Mach. Intell.	2011	DBLP DOI BibTeX RDF	clustering, Feature selection, dimensionality reduction, regularization, regression, manifold
13	Yan Pei, Hideyuki Takagi	Accelerating Evolutionary Computation with Elite Obtained in Projected One-Dimensional Spaces.	ICGEC	2011	DBLP DOI BibTeX RDF	elite combination search, evolutionary computation, dimensionality reduction, fitness landscape, convergence acceleration
13	Si Si, Dacheng Tao, Bo Geng	Bregman Divergence-Based Regularization for Transfer Subspace Learning.	IEEE Trans. Knowl. Data Eng.	2010	DBLP DOI BibTeX RDF	regularization and Bregman divergence, Dimensionality reduction
13	Petr Somol, Jana Novovicová	Evaluating Stability and Comparing Output of Feature Selectors that Optimize Feature Subset Cardinality.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	feature stability, sequential search, individual ranking, feature subset-size optimization, Feature selection, similarity measures, high dimensionality, small sample size, stability measures
13	Pedro Henriques dos Santos Teixeira, Ruy Luiz Milidiú	Data stream anomaly detection through principal subspace tracking.	SAC	2010	DBLP DOI BibTeX RDF	data streams, anomaly detection, time series, dimensionality reduction, unsupervised learning
13	Jianchun Zhang, Daoqiang Zhang	Canonical random correlation analysis.	SAC	2010	DBLP DOI BibTeX RDF	dimensionality reduction, discriminant, multi-view, canonical correlation analysis
13	Yariv Z. Levy, Dino Levy, Jerrold S. Meyer, Hava T. Siegelmann	Identification and control of intrinsic bias in a multiscale computational model of drug addiction.	SAC	2010	DBLP DOI BibTeX RDF	drug addiction, sensitivity analysis, dynamical system, high dimensionality, multiscale modeling
13	Robert J. Durrant, Ata Kabán	Compressed fisher linear discriminant analysis: classification of randomly projected data.	KDD	2010	DBLP DOI BibTeX RDF	compressed learning, classification, dimensionality reduction, linear discriminant analysis, random projection
13	Arvind Agarwal, Jeff M. Phillips, Suresh Venkatasubramanian	Universal multi-dimensional scaling.	KDD	2010	DBLP DOI BibTeX RDF	dimensionality reduction, multi-dimensional scaling
13	S. Venkatramaphanikumar, K. V. K. Kishore, Hemantha Kumar Kalluri	Hybrid Face Recognition with Locally Discriminating Projection.	ICSAP	2010	DBLP DOI BibTeX RDF	LPP, LDP, bior3.7, Dimensionality reduction
13	Choong Seng Chan, Flora S. Tsai	Computer Animation of Facial Emotions.	CW	2010	DBLP DOI BibTeX RDF	Computer facial animation, EMPCA, dimensionality reduction, data mapping
13	Joseph F. Traub, Arthur G. Werschulz	Information-based Complexity and Information-based Optimization.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Information-based complexity, Information-based optimization, Real number model, High-dimensional integration, Mathematical finance, Linear programming, Nonlinear optimization, Curse of dimensionality
13	Sven-Åke Gustafson	Semi-infinite Programming: Methods for Linear Problems.	Encyclopedia of Optimization	2009	DBLP DOI BibTeX RDF	Primal (linear) semi-infinite program, Dual semi-infinite program, Global maximization problem, Source class, generalized Gauss quadrature rule, Pseudorandom, Curse of dimensionality, Air pollution
13	Ezequiel López-Rubio, Juan Miguel Ortiz-de-Lazcano-Lobato	Automatic Model Selection by Cross-Validation for Probabilistic PCA.	Neural Process. Lett.	2009	DBLP DOI BibTeX RDF	Missing value imputation, Simulated annealing, Dimensionality reduction, Cross-validation, Probabilistic principal components analysis (PPCA), Probability density estimation
13	Leilei Zhu, Prasenjit Mitra	Multidimensional political spectrum identification and analysis.	CIKM	2009	DBLP DOI BibTeX RDF	political spectrum, regression, opinion mining, dimensionality analysis
13	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
13	Esteban García-Cuesta, Inés María Galván, Antonio J. de Castro	Discriminant Regression Analysis to Find Homogeneous Structures.	IDEAL	2009	DBLP DOI BibTeX RDF	density clustering, dimensionality reduction, LDA, spectral clustering, discriminant models
13	Wentao Fan, Nizar Bouguila	Online Video Textures Generation.	ISVC (2)	2009	DBLP DOI BibTeX RDF	incremental Isomap, computer vision, dimensionality reduction, Isomap, autoregressive process, Video texture
13	Chao Wang 0071, De-Shuang Huang, Bo Li 0002	A Novel Local Sensitive Frontier Analysis for Feature Extraction.	ICIC (2)	2009	DBLP DOI BibTeX RDF	LSFA, LSDA, SVM, Dimensionality Reduction, LDA, UDP
13	Paul von Bünau, Frank C. Meinecke, Klaus-Robert Müller	Stationary Subspace Analysis.	ICA	2009	DBLP DOI BibTeX RDF	Non-Stationarities, Dimensionality Reduction, Brain-Computer-Interface, BSS, BCI, Source Separation, Covariate Shift
13	Wentao Fan, Nizar Bouguila	Generating Video Textures by PPCA and Gaussian Process Dynamical Model.	CIARP	2009	DBLP DOI BibTeX RDF	computer vision, computer graphics, dimensionality reduction, Gaussian process, PPCA, autoregressive process, Video texture
13	Antonio López Jaimes, Carlos A. Coello Coello, Jesús E. Urías Barrientos	Online Objective Reduction to Deal with Many-Objective Problems.	EMO	2009	DBLP DOI BibTeX RDF	objective reduction, dimensionality reduction, Many-objective optimization
13	Ioannis E. Livieris, M. S. Apostolopoulou, D. G. Sotiropoulos, Spyros Sioutas, Panayiotis E. Pintelas	Classification of Large Biomedical Data Using ANNs Based on BFGS Method.	Panhellenic Conference on Informatics	2009	DBLP DOI BibTeX RDF	biomedical data, memoryless BFGS, curvilinear search, feature extraction, Artificial neural networks, dimensionality reduction
13	John Aldo Lee, Michel Verleysen	Simbed: Similarity-Based Embedding.	ICANN (2)	2009	DBLP DOI BibTeX RDF	multiscale optimization, similarity measure, manifold learning, stochastic gradient, Nonlinear dimensionality reduction
13	Parisa Haghani, Sebastian Michel 0001, Karl Aberer	Distributed similarity search in high dimensions using locality sensitive hashing.	EDBT	2009	DBLP DOI BibTeX RDF	KNN search, distributed high dimensional search, P2P, range query, high dimensionality
13	Jieping Ye, Jianhui Chen, Ravi Janardan, Sudhir Kumar 0001	Developmental stage annotation of Drosophila gene expression pattern images via an entire solution path for LDA.	ACM Trans. Knowl. Discov. Data	2008	DBLP DOI BibTeX RDF	Gene expression pattern image, dimensionality reduction, linear discriminant analysis, linear regression
13	Ho-Won Jung, Dennis R. Goldenson	The internal consistency and precedence of key process areas in the capability maturity model for software.	Empir. Softw. Eng.	2008	DBLP DOI BibTeX RDF	Cronbach’s alpha, Convergent and discriminant validities, Internal consistency, SW-CMM, Factor analysis, Partial least squares, Dimensionality
13	Alok Sharma, Kuldip K. Paliwal	A Gradient Linear Discriminant Analysis for Small Sample Sized Problem.	Neural Process. Lett.	2008	DBLP DOI BibTeX RDF	Gradient linear discriminant analysis, Fisher’s criterion function, Dimensionality reduction, Small sample size problem
13	Sid-Ahmed Berrani, Christophe Garcia	Robust detection of outliers for projection-based face recognition methods.	Multim. Tools Appl.	2008	DBLP DOI BibTeX RDF	High-dimensional data analysis, Face recognition, Outliers, Dimensionality curse
13	Daniel Heesch	A survey of browsing models for content based image retrieval.	Multim. Tools Appl.	2008	DBLP DOI BibTeX RDF	Clustering, Human-computer interaction, Networks, Image retrieval, Dimensionality reduction, Browsing, Data visualization, CBIR
13	Ágnes Vathy-Fogarassy, Attila Kiss 0001, János Abonyi	Topology Representing Network Map - A New Tool for Visualization of High-Dimensional Data.	Trans. Comput. Sci.	2008	DBLP DOI BibTeX RDF	Topology Representing Networks, CDA, Dimensionality reduction, Data visualization, Isomap