Search results for "dimensionality-reduction"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
75	Seungdo Jeong, Sang-Wook Kim, Byung-Uk Choi	Dimensionality reduction for similarity search with the Euclidean distance in high-dimensional applications.	Multim. Tools Appl.	2009	DBLP DOI BibTeX RDF	Dimensionality reduction, Similarity search, Multimedia information retrieval, High-dimensional indexing
74	George Lee 0002, Carlos Rodriguez, Anant Madabhushi	An Empirical Comparison of Dimensionality Reduction Methods for Classifying Gene and Protein Expression Datasets.	ISBRA	2007	DBLP DOI BibTeX RDF	classification, principal component analysis, bioinformatics, dimensionality reduction, gene expression, multidimensional scaling, linear discriminant analysis, graph embedding, proteomics, locally linear embedding, Isomap, prostate cancer, lung cancer, ovarian cancer
72	Cuneyt Mertayak	Utilization of dimensionality reduction in stacked generalization architecture.	ISCIS	2009	DBLP DOI BibTeX RDF
72	Nguyen Quoc Viet Hung, Duong Tuan Anh	An Improvement of PAA for Dimensionality Reduction in Large Time Series Databases.	PRICAI	2008	DBLP DOI BibTeX RDF	Indexing, Time Series, Dimensionality Reduction, Similarity Search, PAA
69	Zi Huang, Heng Tao Shen, Jie Shao 0001, Stefan M. Rüger, Xiaofang Zhou 0001	Locality condensation: a new dimensionality reduction method for image retrieval.	ACM Multimedia	2008	DBLP DOI BibTeX RDF	locality condensation, top-k image retrieval, dimensionality reduction
66	Zheng Wang 0010, Yangqiu Song, Changshui Zhang	Transferred Dimensionality Reduction.	ECML/PKDD (2)	2008	DBLP DOI BibTeX RDF	Clustering, Dimensionality Reduction, Transfer Learning
64	Frank Plastria, Steven De Bruyne, Emilio Carrizosa	Dimensionality Reduction for Classification.	ADMA	2008	DBLP DOI BibTeX RDF
64	Dan Sun, Daoqiang Zhang	A New Discriminant Principal Component Analysis Method with Partial Supervision.	Neural Process. Lett.	2009	DBLP DOI BibTeX RDF	Discriminant PCA, Semi-supervised dimensionality reduction, Partial supervision, Principal component analysis (PCA), Dimensionality reduction
64	Liang Sun 0001, Betul Ceran, Jieping Ye	A scalable two-stage approach for a class of dimensionality reduction techniques.	KDD	2010	DBLP DOI BibTeX RDF	scalability, dimensionality reduction, regularization, least squares, generalized eigenvalue problem
64	Subrat Kumar Dash, Sanjay Rawat 0001, Arun K. Pujari	Use of Dimensionality Reduction for Intrusion Detection.	ICISS	2007	DBLP DOI BibTeX RDF	Host Based IDS, Data Mining, Dimensionality Reduction, System Calls, Locally Linear Embedding
64	Xuechuan Wang, Kuldip K. Paliwal	A Modified Minimum Classification Error (MCE) Training Algorithm for Dimensionality Reduction.	J. VLSI Signal Process.	2002	DBLP DOI BibTeX RDF	MCE, PCA, speech recognition, dimensionality reduction, LDA
64	Kaushik Chakrabarti, Eamonn J. Keogh, Sharad Mehrotra, Michael J. Pazzani	Locally adaptive dimensionality reduction for indexing large time series databases.	ACM Trans. Database Syst.	2002	DBLP DOI BibTeX RDF	time-series similarity retrieval, indexing, Dimensionality reduction
64	Eamonn J. Keogh, Kaushik Chakrabarti, Michael J. Pazzani, Sharad Mehrotra	Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases.	Knowl. Inf. Syst.	2001	DBLP DOI BibTeX RDF	Data mining, Time series, Dimensionality reduction, Indexing and retrieval
64	Ella Bingham, Heikki Mannila	Random projection in dimensionality reduction: applications to image and text data.	KDD	2001	DBLP DOI BibTeX RDF	text document data, dimensionality reduction, high-dimensional data, random projection, image data
64	Eamonn J. Keogh, Kaushik Chakrabarti, Sharad Mehrotra, Michael J. Pazzani	Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases.	SIGMOD Conference	2001	DBLP DOI BibTeX RDF	indexing, dimensionality reduction, content-based retrieval
62	Heiko Hoffmann, Stefan Schaal, Sethu Vijayakumar	Local Dimensionality Reduction for Non-Parametric Regression.	Neural Process. Lett.	2009	DBLP DOI BibTeX RDF	Locally-weighted regression, Principal component regression, Reduced-rank regression, Principal component analysis, Dimensionality reduction, Correlation, Incremental learning, Factor analysis, Kernel function, Partial least squares
62	Hongcheng Wang, Narendra Ahuja	A Tensor Approximation Approach to Dimensionality Reduction.	Int. J. Comput. Vis.	2008	DBLP DOI BibTeX RDF	Rank-R tensor approximation, Multilinear analysis, Object recognition, Dimensionality reduction
62	Heng Tao Shen, Xiaofang Zhou 0001, Aoying Zhou	An adaptive and dynamic dimensionality reduction method for high-dimensional indexing.	VLDB J.	2007	DBLP DOI BibTeX RDF	Dimensionality reduction, Projection, Subspace, High-dimensional indexing, Correlated clustering
62	Vasileios Megalooikonomou, Guo Li, Qiang Wang 0010	A dimensionality reduction technique for efficient similarity analysis of time series databases.	CIKM	2004	DBLP DOI BibTeX RDF	data mining, time series, dimensionality reduction
61	Sampath Deegalla, Henrik Boström	Classification of Microarrays with kNN: Comparison of Dimensionality Reduction Methods.	IDEAL	2007	DBLP DOI BibTeX RDF
59	Shuicheng Yan, Dong Xu 0001, Benyu Zhang, HongJiang Zhang, Qiang Yang 0001, Stephen Lin 0001	Graph Embedding and Extensions: A General Framework for Dimensionality Reduction.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	graph embedding framework, Dimensionality reduction, manifold learning, subspace learning
59	Zi Huang, Heng Tao Shen, Xiaofang Zhou 0001, Dawei Song 0001, Stefan M. Rüger	Dimensionality reduction for dimension-specific search.	SIGIR	2007	DBLP DOI BibTeX RDF	conditional nearest neighbour search, query processing, dimensionality reduction
59	Fengxi Song, David Zhang 0001, Qinglong Chen, Jing-Yu Yang 0001	A Novel Supervised Dimensionality Reduction Algorithm for Online Image Recognition.	PSIVT	2006	DBLP DOI BibTeX RDF	Dimensionality reduction, image recognition, supervised learning, incremental algorithm, streaming data
59	Lalitha Rangarajan, P. Nagabhushan	Linear Regression for Dimensionality Reduction and Classification of Multi Dimensional Data.	PReMI	2005	DBLP DOI BibTeX RDF	Feature Sequence, Clustering, Dimensionality Reduction, Regression, Pattern Classification, Data Assimilation, Multi Dimensional Data, Symbolic Data
56	Elnaz Barshan, Mina Behravan, Zohreh Azimifar	Learning an Efficient Texture Model by Supervised Nonlinear Dimensionality Reduction Methods.	CIARP	2009	DBLP DOI BibTeX RDF	Dimensionality Reduction, Texton, Texture Recognition
56	Bill Kapralos, Nathan Mekuz	Application of dimensionality reduction techniques to HRTFS for interactive virtual environments.	Advances in Computer Entertainment Technology	2007	DBLP DOI BibTeX RDF	principal components analysis (PCA), dimensionality reduction, local linear embedding (LLE), 3D sound, isomap, HRTF
56	M. Borahan Tümer, Mert C. Demir	A Genetic Approach to Data Dimensionality Reduction Using a Special Initial Population.	IWINAC (2)	2005	DBLP DOI BibTeX RDF	data dimensionality reduction, attribute ranking, attribute quality, genetic algorithms, feature extraction
56	A. Elizabeth Seward, Bobby Bodenheimer	Using nonlinear dimensionality reduction in 3D figure animation.	ACM Southeast Regional Conference (2)	2005	DBLP DOI BibTeX RDF	3D figure animation, re-sequencing, dimensionality reduction, motion capture
56	Charu C. Aggarwal	On the Effects of Dimensionality Reduction on High Dimensional Similarity Search. (PDF / PS)	PODS	2001	DBLP DOI BibTeX RDF
54	Xiang Lian, Lei Chen 0002	General Cost Models for Evaluating Dimensionality Reduction in High-Dimensional Spaces.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
54	Zi Huang, Heng Tao Shen, Xiaofang Zhou 0001, Jie Shao 0001	Dual Dimensionality Reduction for Efficient Video Similarity Search.	DaWaK	2007	DBLP DOI BibTeX RDF
54	Ömer Egecioglu, Hakan Ferhatosmanoglu, Ümit Y. Ogras	Dimensionality Reduction and Similarity Computation by Inner-Product Approximations.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF	Inner-product approximation, p{hbox{-}}rm NORMS, dimensionality reduction, similarity search, high-dimensional data
54	Rohit Lotlikar, Ravi Kothari	Fractional-Step Dimensionality Reduction.	IEEE Trans. Pattern Anal. Mach. Intell.	2000	DBLP DOI BibTeX RDF	Fisher's Linear Discriminant, classification, Dimensionality reduction
54	Jianhui Chen, Jieping Ye, Qi Li 0001	Integrating Global and Local Structures: A Least Squares Framework for Dimensionality Reduction.	CVPR	2007	DBLP DOI BibTeX RDF
51	Ilknur Icke, Andrew Rosenberg	Dimensionality reduction using symbolic regression.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	classification, dimensionality reduction, symbolic regression
51	Hao Cheng 0001, Kien A. Hua, Khanh Vu, Danzhou Liu	Semi-supervised dimensionality reduction in image feature space.	SAC	2008	DBLP DOI BibTeX RDF	dimensionality reduction, semi-supervised learning, orthogonal projection, pairwise constraints
51	Marc Wichterich, Ira Assent, Philipp Kranen, Thomas Seidl 0001	Efficient EMD-based similarity search in multimedia databases via flexible dimensionality reduction.	SIGMOD Conference	2008	DBLP DOI BibTeX RDF	filter distance, lower bound, dimensionality reduction, multimedia databases, earth mover's distance
51	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
51	Alvaro Pardo	Video Analysis Via Nonlinear Dimensionality Reduction.	CIARP	2007	DBLP DOI BibTeX RDF	dimensionality reduction, video analysis
51	Zi Huang, Xiaofang Zhou 0001, Dawei Song 0001, Peter Bruza	Dimensionality reduction in patch-signature based protein structure matching.	ADC	2006	DBLP BibTeX RDF	protein structure matching, similarity measure, dimensionality reduction
51	Eric Saund	Dimensionality-Reduction Using Connectionist Networks.	IEEE Trans. Pattern Anal. Mach. Intell.	1989	DBLP DOI BibTeX RDF	pattern recognition, artificial intelligence, dimensionality-reduction, computerised pattern recognition, backpropagation, feature space, feature-vectors, data abstraction, multidimensional data, connectionist networks
49	Kothuri Venkata Ravi Kanth, Divyakant Agrawal, Ambuj K. Singh	Dimensionality Reduction for Similarity Searching in Dynamic Databases.	SIGMOD Conference	1998	DBLP DOI BibTeX RDF
49	Ryosuke Miyoshi, Takao Miura, Isamu Shioya	Nearest Neighbor Queries on Extensible Grid Files Using Dimensionality Reduction.	COMPSAC (1)	2005	DBLP DOI BibTeX RDF	Multi-dimensional data processing, Extensible Grid Files, Dimensionality Reduction
49	Ping Zhang 0005, Tien Dai Bui, Ching Y. Suen	Feature dimensionality reduction for the verification of handwritten numerals.	Pattern Anal. Appl.	2004	DBLP DOI BibTeX RDF	Hybrid feature extraction, Handwritten character recognition and verification, Artificial neural networks, OCR, Dimensionality reduction, Discriminant analysis
47	Quanquan Gu, Jie Zhou 0001	Subspace maximum margin clustering.	CIKM	2009	DBLP DOI BibTeX RDF	constrained concave-convex procedure, maximum margin clustering, dimensionality reduction, cutting plane
46	Xiang Lian, Lei Chen 0002	A General Cost Model for Dimensionality Reduction in High Dimensional Spaces.	ICDE	2007	DBLP DOI BibTeX RDF
46	Effrosini Kokiopoulou, Pascal Frossard	Dimensionality Reduction with Adaptive Approximation.	ICME	2007	DBLP DOI BibTeX RDF
46	Masashi Sugiyama	Local Fisher discriminant analysis for supervised dimensionality reduction.	ICML	2006	DBLP DOI BibTeX RDF
46	Xin Geng 0001, De-Chuan Zhan, Zhi-Hua Zhou	Supervised nonlinear dimensionality reduction for visualization and classification.	IEEE Trans. Syst. Man Cybern. Part B	2005	DBLP DOI BibTeX RDF
46	Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen	Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis.	CBMS	2005	DBLP DOI BibTeX RDF
46	Lior Wolf, Stanley M. Bileschi	Combining Variable Selection with Dimensionality Reduction.	CVPR (2)	2005	DBLP DOI BibTeX RDF
46	Önsen Toygar, Adnan Acan	Selection of Optimal Dimensionality Reduction Methods for Face Recognition Using Genetic Algorithms.	ADVIS	2004	DBLP DOI BibTeX RDF
44	Shawn Martin, Alex Bäcker	Estimating manifold dimension by inversion error.	SAC	2005	DBLP DOI BibTeX RDF
43	Feng Min, Liang Lin, Nong Sang	An empirical study of facial components classification by integrating dimensionality reduction and clustering.	ICPR	2008	DBLP DOI BibTeX RDF
43	Aaron S. W. Wong, Stephan K. Chalup	Towards visualisation of sound-scapes through dimensionality reduction.	IJCNN	2008	DBLP DOI BibTeX RDF
43	Shen-Shyang Ho, Wenqing Tang, W. Timothy Liu	Tropical cyclone event sequence similarity search via dimensionality reduction and metric learning.	KDD	2010	DBLP DOI BibTeX RDF	atmospheric events, mining multi-dimensional data sequences, tropical cyclones, dimensionality reduction, similarity search, ensemble method, metric learning, spatio-temporal data mining, parameter learning, embedding method
43	Guido Sanguinetti	Dimensionality Reduction of Clustered Data Sets.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF	clustering, dimensionality reduction, discriminant analysis, probabilistic algorithms
43	Ludovic Journaux, Marie-France Destain, Johel Mitéran, Alexis Piron, Frédéric Cointault	Texture Classification with Generalized Fourier Descriptors in Dimensionality Reduction Context: An Overview Exploration.	ANNPR	2008	DBLP DOI BibTeX RDF	Dimensionality reduction, Texture classification, Motion Descriptors
43	Luis Rueda 0001, Claudio Henríquez, B. John Oommen	Chernoff-Based Multi-class Pairwise Linear Dimensionality Reduction.	CIARP	2008	DBLP DOI BibTeX RDF	Linear Dimensionality Reduction, Fisher’s Discriminant Analysis, Heteroscedastic Discriminant Analysis, Chernoff Distance
43	Effrosini Kokiopoulou, Yousef Saad	Orthogonal Neighborhood Preserving Projections: A Projection-Based Dimensionality Reduction Technique.	IEEE Trans. Pattern Anal. Mach. Intell.	2007	DBLP DOI BibTeX RDF	Linear Dimensionality Reduction, Face Recognition, Data Visualization
43	Piotr Wozniak	Dimensionality reduction in evolutionary multiobjective design: case study.	GECCO	2007	DBLP DOI BibTeX RDF	electric machine design, dimensionality reduction, evolutionary multiobjective optimization
43	Martin H. C. Law, Anil K. Jain 0001	Incremental Nonlinear Dimensionality Reduction by Manifold Learning.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	dimensionality reduction, unsupervised learning, Incremental learning, manifold learning, ISOMAP
43	Richard Jensen, Qiang Shen 0001	Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF	rough selection, fuzzy-rough selection, feature selection, Dimensionality reduction, feature transformation
41	Alexander Thomasian, Yue Li 0033, Lijuan Zhang 0002	Optimal subspace dimensionality for k-nearest-neighbor queries on clustered and dimensionality reduced datasets with SVD.	Multim. Tools Appl.	2008	DBLP DOI BibTeX RDF	Clustering, Dimensionality reduction, Singular value decomposition, Content-based retrieval, Multimedia databases, High dimensional data, Nearest neighbor search
41	Jiyuan An, Hanxiong Chen, Kazutaka Furuse, Nobuo Ohbo	CVA file: an index structure for high-dimensional datasets.	Knowl. Inf. Syst.	2005	DBLP DOI BibTeX RDF	Local dimensionality reduction, Zipfs law, CVA file, Information retrieval, High-dimensional data, Spatial index
41	Quanzhong Li 0002, Inés Fernando Vega López, Bongki Moon	Skyline Index for Time Series Data.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF	skyline bounding region, skyline index, dimensionality reduction, similarity search, time series data, Data approximation
41	Eamonn J. Keogh, Selina Chu, Michael J. Pazzani	Ensemble-index: a new approach to indexing large databases.	KDD	2001	DBLP DOI BibTeX RDF	data mining, Time series, dimensionality reduction, similarity search, indexing and retrieval
41	Andreas König 0001	Dimensionality reduction techniques for multivariate data classification, interactive visualization, and analysis-systematic feature selection vs. extraction.	KES	2000	DBLP DOI BibTeX RDF
41	Sara Johansson 0001, Jimmy Johansson 0001 (eds.)	Interactive Dimensionality Reduction Through User-defined Combinations of Quality Metrics.	IEEE Trans. Vis. Comput. Graph.	2009	DBLP DOI BibTeX RDF
39	Hui Han 0001, Eren Manavoglu, Hongyuan Zha, Kostas Tsioutsiouliklis, C. Lee Giles, Xiangmin Zhang	Rule-based word clustering for document metadata extraction.	SAC	2005	DBLP DOI BibTeX RDF	feature dimensionality reduction, word clustering
38	Tianhao Zhang 0002, Dacheng Tao, Xuelong Li 0001, Jie Yang 0002	Patch Alignment for Dimensionality Reduction.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
38	Qing Tao, Dejun Chu, Jue Wang	Recursive Support Vector Machines for Dimensionality Reduction.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
38	Guanghui Yan, LiSong Liu, LinNa Du, XiaXia Yang, ZhiCheng Ma	Unsupervised Sequential Forward Dimensionality Reduction Based on Fractal.	FSKD (2)	2008	DBLP DOI BibTeX RDF
38	Tomonari Masada, Senya Kiyasu, Sueharu Miyahara	Comparing LDA with pLSI as a Dimensionality Reduction Method in Document Clustering.	LKR	2008	DBLP DOI BibTeX RDF
38	Simone Marinai, Emanuele Marino, Giovanni Soda	Embedded Map Projection for Dimensionality Reduction-Based Similarity Search.	SSPR/SPR	2008	DBLP DOI BibTeX RDF
38	Mao Ye 0001, Xue Li 0001, Maria E. Orlowska	Supervised Dimensionality Reduction on Streaming Data.	FSKD (1)	2007	DBLP DOI BibTeX RDF
38	Jun Yan 0001, Benyu Zhang, Ning Liu 0001, Shuicheng Yan, QianSheng Cheng, Weiguo Fan, Qiang Yang 0001, Wensi Xi, Zheng Chen 0001	Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	orthogonal centroid algorithm, Feature extraction, feature selection
38	Xin Yang, Haoying Fu, Hongyuan Zha, Jesse L. Barlow	Semi-supervised nonlinear dimensionality reduction.	ICML	2006	DBLP DOI BibTeX RDF
38	Dunja Mladenic	Feature Selection for Dimensionality Reduction.	SLSFS	2005	DBLP DOI BibTeX RDF
38	Shuicheng Yan, Dong Xu 0001, Benyu Zhang, HongJiang Zhang	Graph Embedding: A General Framework for Dimensionality Reduction.	CVPR (2)	2005	DBLP DOI BibTeX RDF
38	Xue Dejun, Maosong Sun	Raising High-Degree Overlapped Character Bigrams into Trigrams for Dimensionality Reduction in Chinese Text Categorization.	CICLing	2004	DBLP DOI BibTeX RDF
38	Christian Digout, Mario A. Nascimento, Alexandru Coman	Similarity Search and Dimensionality Reduction: Not All Dimensions Are Equally Useful.	DASFAA	2004	DBLP DOI BibTeX RDF
38	Atsushi Sato	Discriminative Dimensionality Reduction Based on Generalized LVQ.	ICANN	2001	DBLP DOI BibTeX RDF
36	Yang Liu 0007, Yan Liu 0004	Tensor distance based multilinear multidimensional scaling for image and video analysis.	ACM Multimedia	2009	DBLP DOI BibTeX RDF	image and video analysis, tensor distance, tensor distance based multilinear multidimensional scaling, dimensionality reduction
36	Vo Dinh Minh Nhat, Sungyoung Lee	k-means discriminant maps for data visualization and classification.	SAC	2008	DBLP DOI BibTeX RDF	dimensionality reduction, k-means, linear discriminant analysis, manifold learning
36	Annalisa Franco, Alessandra Lumini, Dario Maio	MKL-tree: an index structure for high-dimensional vector spaces.	Multim. Syst.	2007	DBLP DOI BibTeX RDF	Dimensionality reduction, Similarity search, High-dimensional data, Index structures
36	Pankaj K. Agarwal, Sariel Har-Peled, Hai Yu 0005	Embeddings of surfaces, curves, and moving points in euclidean space.	SCG	2007	DBLP DOI BibTeX RDF	moving points, dimensionality reduction, random projection, doubling dimension
36	Ankush Mittal, Loong Fah Cheong	Addressing the Problems of Bayesian Network Classification of Video Using High-Dimensional Features.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF	discrete bayes error, multiple labels assignment, Bayesian networks, partitioning, dimensionality reduction, Content-based retrieval
36	M. Alex O. Vasilescu, Demetri Terzopoulos	Multilinear Subspace Analysis of Image Ensembles.	CVPR (2)	2003	DBLP DOI BibTeX RDF	nonlinear subspace analysis, N-mode component analysis, multilinear models, N-mode SVD, dimensionality reduction, tensor decomposition
36	Hanxiong Chen, Jiyuan An, Kazutaka Furuse, Nobuo Ohbo	C2VA: Trim High Dimensional Indexes.	WAIM	2002	DBLP DOI BibTeX RDF	Local Dimensionality Reduction, VA-file, CVA-file, C2VA, Image Retrieval, High Dimensional Index
36	Arnulf B. A. Graf, Felix A. Wichmann	Gender Classification of Human Faces.	Biologically Motivated Computer Vision	2002	DBLP DOI BibTeX RDF	SVM, PCA, Dimensionality reduction, LLE, gender classification
36	Seungdo Jeong, Sang-Wook Kim, Byung-Uk Choi	Dimensionality Reduction in High-Dimensional Space for Multimedia Information Retrieval.	DEXA	2007	DBLP DOI BibTeX RDF
36	Dhish Kumar Saxena, Kalyanmoy Deb	Non-linear Dimensionality Reduction Procedures for Certain Large-Dimensional Multi-objective Optimization Problems: Employing Correntropy and a Novel Maximum Variance Unfolding.	EMO	2007	DBLP DOI BibTeX RDF
36	Guihua Wen, Lijun Jiang, Jun Wen, Nigel R. Shadbolt	Clustering-Based Nonlinear Dimensionality Reduction on Manifold.	PRICAI	2006	DBLP DOI BibTeX RDF
36	Ruiping Wang 0001, Shiguang Shan, Xilin Chen 0001, Jie Chen 0001, Wen Gao 0001	Maximal Linear Embedding for Dimensionality Reduction.	IEEE Trans. Pattern Anal. Mach. Intell.	2011	DBLP DOI BibTeX RDF	maximal linear patch, landmarks-based global alignment, Dimensionality reduction, manifold learning
36	Tiago A. Almeida 0001, Akebo Yamakami, Jurandy Almeida	Probabilistic anti-spam filtering with dimensionality reduction.	SAC	2010	DBLP DOI BibTeX RDF	anti-spam filtering, naive Bayes anti-spam filter, terms selection technique, dimensionality reduction
36	Sampath Deegalla, Henrik Boström	Improving Fusion of Dimensionality Reduction Methods for Nearest Neighbor Classification.	ICMLA	2009	DBLP DOI BibTeX RDF	dimensionality reduction, microarrays, classifier fusion, feature fusion, nearest neighbor classification
36	Tiago A. Almeida 0001, Akebo Yamakami, Jurandy Almeida	Evaluation of Approaches for Dimensionality Reduction Applied with Naive Bayes Anti-Spam Filters.	ICMLA	2009	DBLP DOI BibTeX RDF	anti-spam classifier, machine learning, Dimensionality reduction
36	Li-Peng Wang, Zhan-Ting Yuan, Xuhui Chen, Zhi-Fang Zhou	Predicting Membrane Protein Types with Dimensionality Reduction and Kernel Method.	FSKD (5)	2009	DBLP DOI BibTeX RDF	Membrane protein, Dimensionality reduction method, KLDA, Kernel method, LDA
36	P. Vijayapal Reddy, B. Sasidhar, B. Harinatha Reddy, B. Vishnu Vardhan, L. Pratap Reddy, A. Govardhan 0001	Approaches of Dimensionality Reduction for Telugu Document Classification.	IALP	2009	DBLP DOI BibTeX RDF	Indic Scripts, Classification, Dimensionality Reduction