Search results for "dimensionality reduction"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Ilknur Icke, Andrew Rosenberg	Dimensionality reduction using symbolic regression.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	classification, dimensionality reduction, symbolic regression
3	Liang Sun, 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
3	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
3	Heiko Hoffmann, Stefan Schaal, Sethu Vijayakumar	Local Dimensionality Reduction for Non-Parametric Regression.	Neural Processing Letters	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
3	Seungdo Jeong, Sang-Wook Kim, Byung-Uk Choi	Dimensionality reduction for similarity search with the Euclidean distance in high-dimensional applications.	Multimedia Tools Appl.	2009	DBLP DOI BibTeX RDF	Dimensionality reduction, Similarity search, Multimedia information retrieval, High-dimensional indexing
3	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
3	Dan Sun, Daoqiang Zhang	A New Discriminant Principal Component Analysis Method with Partial Supervision.	Neural Processing Letters	2009	DBLP DOI BibTeX RDF	Discriminant PCA, Semi-supervised dimensionality reduction, Partial supervision, Principal component analysis (PCA), Dimensionality reduction
3	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
3	Hongcheng Wang, Narendra Ahuja	A Tensor Approximation Approach to Dimensionality Reduction.	International Journal of Computer Vision	2008	DBLP DOI BibTeX RDF	Rank-R tensor approximation, Multilinear analysis, Object recognition, Dimensionality reduction
3	Zheng Wang, Yangqiu Song, Changshui Zhang	Transferred Dimensionality Reduction.	ECML/PKDD	2008	DBLP DOI BibTeX RDF	Clustering, Dimensionality Reduction, Transfer Learning
3	Luis Rueda, 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
3	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
3	Hao Cheng, 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
3	Marc Wichterich, Ira Assent, Philipp Kranen, Thomas Seidl	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
3	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
3	Zi Huang, Heng Tao Shen, Jie Shao, Stefan M. Rüger, Xiaofang Zhou	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
3	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
3	Shuicheng Yan, Dong Xu, Benyu Zhang, HongJiang Zhang, Qiang Yang, Stephen Lin	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
3	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
3	Heng Tao Shen, Xiaofang Zhou, 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
3	Piotr Wozniak	Dimensionality reduction in evolutionary multiobjective design: case study.	GECCO	2007	DBLP DOI BibTeX RDF	electric machine design, dimensionality reduction, evolutionary multiobjective optimization
3	Alvaro Pardo	Video Analysis Via Nonlinear Dimensionality Reduction.	CIARP	2007	DBLP DOI BibTeX RDF	dimensionality reduction, video analysis
3	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
3	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
3	Zi Huang, Heng Tao Shen, Xiaofang Zhou, Dawei Song, Stefan M. Rüger	Dimensionality reduction for dimension-specific search.	SIGIR	2007	DBLP DOI BibTeX RDF	conditional nearest neighbour search, query processing, dimensionality reduction
3	George Lee, 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
3	Martin H. C. Law, Anil K. Jain	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
3	Zi Huang, Xiaofang Zhou, Dawei Song, Peter Bruza	Dimensionality reduction in patch-signature based protein structure matching.	ADC	2006	DBLP DOI BibTeX RDF	protein structure matching, similarity measure, dimensionality reduction
3	Fengxi Song, David Zhang, Qinglong Chen, Jing-Yu Yang	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
3	A. Elizabeth Seward, Bobby Bodenheimer	Using nonlinear dimensionality reduction in 3D figure animation.	ACM Southeast Regional Conference	2005	DBLP DOI BibTeX RDF	3D figure animation, re-sequencing, motion capture, dimensionality reduction
3	Ryosuke Miyoshi, Takao Miura, Isamu Shioya	Nearest Neighbor Queries on Extensible Grid Files Using Dimensionality Reduction.	COMPSAC	2005	DBLP DOI BibTeX RDF	Multi-dimensional data processing, Extensible Grid Files, Dimensionality Reduction
3	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
3	M. Borahan Tümer, Mert C. Demir	A Genetic Approach to Data Dimensionality Reduction Using a Special Initial Population.	IWINAC	2005	DBLP DOI BibTeX RDF	data dimensionality reduction, attribute ranking, attribute quality, genetic algorithms, feature extraction
3	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
3	Richard Jensen, Qiang Shen	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
3	Ping Zhang 0005, T. D. 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
3	Vasileios Megalooikonomou, Guo Li, Qiang Wang	A dimensionality reduction technique for efficient similarity analysis of time series databases.	CIKM	2004	DBLP DOI BibTeX RDF	data mining, time series, dimensionality reduction
3	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
3	Xuechuan Wang, Kuldip K. Paliwal	A Modified Minimum Classification Error (MCE) Training Algorithm for Dimensionality Reduction.	VLSI Signal Processing	2002	DBLP DOI BibTeX RDF	MCE, PCA, speech recognition, dimensionality reduction, LDA
3	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
3	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
3	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
3	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
3	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
2	Ruiping Wang, Shiguang Shan, Xilin Chen, Jie Chen 0001, Wen Gao	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
2	Nicholas A. Sinnott-Armstrong, Casey S. Greene, Jason H. Moore	Fast genome-wide epistasis analysis using ant colony optimization for multifactor dimensionality reduction analysis on graphics processing units.	GECCO	2010	DBLP DOI BibTeX RDF	GPU, genetics, ACO
2	Tiago A. Almeida, 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
2	Siamak Faridani, Ephrat Bitton, Kimiko Ryokai, Kenneth Y. Goldberg	Opinion space: a scalable tool for browsing online comments.	CHI	2010	DBLP DOI BibTeX RDF	comment browsing, deliberative polling, opinion visualization, perceptual maps, very large scale conversations, collaborative filtering, dimensionality reduction, opinion mining
2	Seungil Huh, Stephen E. Fienberg	Discriminative topic modeling based on manifold learning.	KDD	2010	DBLP DOI BibTeX RDF	dimensionality reduction, semi-supervised learning, topic modeling, document classification
2	Tianhao Zhang, Dacheng Tao, Xuelong Li, Jie Yang 0002	Patch Alignment for Dimensionality Reduction.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
2	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
2	Shiming Xiang, Feiping Nie, Changshui Zhang, Chunxia Zhang	Nonlinear Dimensionality Reduction with Local Spline Embedding.	IEEE Trans. Knowl. Data Eng.	2009	DBLP DOI BibTeX RDF
2	Xuehua Li, Lan Shu, Hongli Hu	Kernel-based nonlinear dimensionality reduction for electrocardiogram recognition.	Neural Computing and Applications	2009	DBLP DOI BibTeX RDF	Support vector machine, Principal component analysis, Kernel method, Electrocardiogram, Manifold learning, Locally linear embedding
2	Sara Johansson, Jimmy Johansson (eds.)	Interactive Dimensionality Reduction Through User-defined Combinations of Quality Metrics.	IEEE Trans. Vis. Comput. Graph.	2009	DBLP DOI BibTeX RDF
2	Alfredo Cuzzocrea	s-OLAP: Approximate OLAP Query Evaluation on Very Large Data Warehouses via Dimensionality Reduction and Probabilistic Synopses.	ICEIS	2009	DBLP DOI BibTeX RDF	Data Cube Compression, OLAP, Approximate Query Answering
2	Yubin Zhan, Jianping Yin, Jun Long	Dynamic Neighborhood Selection for Nonlinear Dimensionality Reduction.	MDAI	2009	DBLP DOI BibTeX RDF	neighborhood construction, local linearity, manifold learning, geodesic distance
2	Poat Sajjipanon, Chotirat Ann Ratanamahatana	A Novel Fractal Representation for Dimensionality Reduction of Large Time Series Data.	PAKDD	2009	DBLP DOI BibTeX RDF	Time Series Mining, Fractal Representation, Fractal Dimension
2	Yi Guo, Junbin Gao, Paul W. Kwan	Regularized Kernel Local Linear Embedding on Dimensionality Reduction for Non-vectorial Data.	Australasian Conference on Artificial Intelligence	2009	DBLP DOI BibTeX RDF
2	P. Vijayapal Reddy, B. Sasidhar, B. Harinatha Reddy, B. Vishnu Vardhan, L. Pratap Reddy, A. Govardhan	Approaches of Dimensionality Reduction for Telugu Document Classification.	IALP	2009	DBLP DOI BibTeX RDF	Indic Scripts, Classification, Dimensionality Reduction
2	Li-Peng Wang, Zhan-Ting Yuan, Xu-Hui Chen, Zhi-Fang Zhou	Predicting Membrane Protein Types with Dimensionality Reduction and Kernel Method.	FSKD	2009	DBLP DOI BibTeX RDF	Membrane protein, Dimensionality reduction method, KLDA, Kernel method, LDA
2	Tiago A. Almeida, 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
2	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
2	Weilin Huang, Hujun Yin	ViSOM for Dimensionality Reduction in Face Recognition.	WSOM	2009	DBLP DOI BibTeX RDF
2	Weilin Huang, Hujun Yin	Nonlinear Dimensionality Reduction for Face Recognition.	IDEAL	2009	DBLP DOI BibTeX RDF
2	Nhat Vo, Duc Vo, Subhash Challa, Bill Moran	Parametric subspace analysis for dimensionality reduction and classification.	CIDM	2009	DBLP DOI BibTeX RDF
2	Simone Marinai, Emanuele Marino, Giovanni Soda	Nonlinear Embedded Map Projection for Dimensionality Reduction.	ICIAP	2009	DBLP DOI BibTeX RDF
2	Cuneyt Mertayak	Utilization of dimensionality reduction in stacked generalization architecture.	ISCIS	2009	DBLP DOI BibTeX RDF
2	Quanquan Gu, Jie Zhou	Subspace maximum margin clustering.	CIKM	2009	DBLP DOI BibTeX RDF	constrained concave-convex procedure, maximum margin clustering, dimensionality reduction, cutting plane
2	Vin de Silva, Mikael Vejdemo-Johansson	Persistent cohomology and circular coordinates.	Symposium on Computational Geometry	2009	DBLP DOI BibTeX RDF	persistent cohomology, dimensionality reduction, computational topology, persistent homology
2	Esteban García-Cuesta, Inés María Galván, Antonio J. de Castro	Supervised clustering via principal component analysis in a retrieval application.	KDD Workshop on Knowledge Discovery from Sensor Data	2009	DBLP DOI BibTeX RDF	clustering, principal components analysis, dimensionality reduction, regression, remote sensing, supervised learning
2	Yang Liu, 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
2	Ahmed Fawzi Otoom, Óscar Pérez Concha, Hatice Gunes, Massimo Piccardi	Mixtures of Normalized Linear Projections.	ACIVS	2009	DBLP DOI BibTeX RDF	Dimensionality reduction, Normalization, Object classification, Linear transformation
2	Rong Zhu, Min Yao, Yiming Liu	Image Classification Approach Based on Manifold Learning in Web Image Mining.	ADMA	2009	DBLP DOI BibTeX RDF	Data mining, Dimensionality reduction, Image classification, Manifold learning, Distance measure, Web image mining
2	Diego Romero, Ana M. C. Ruedin, Leticia Seijas	Wavelet-Based Feature Extraction for Handwritten Numerals.	ICIAP	2009	DBLP DOI BibTeX RDF	Pattern Recognition, Dimensionality Reduction, Handwritten Numerals, Continuous Wavelet Transform
2	Paul Wing Hing Kwan, Junbin Gao, Graham Leedham	A User-Centered Framework for Adaptive Fingerprint Identification.	PAISI	2009	DBLP DOI BibTeX RDF	Adaptive information processing, Biometrics, Relevance feedback, Dimensionality reduction, Fingerprint identification, User-centered
2	Tobias Jaeggli, Esther Koller-Meier, Luc J. Van Gool	Learning Generative Models for Multi-Activity Body Pose Estimation.	International Journal of Computer Vision	2009	DBLP DOI BibTeX RDF	Monocular pose estimation, Human locomotion, Machine learning, Dimensionality reduction, Activity recognition
2	Yanan Liu, Fei Wu	Multi-modality video shot clustering with tensor representation.	Multimedia Tools Appl.	2009	DBLP DOI BibTeX RDF	Multi-modality video shot clustering, TensorShot, Temporal-sequenced associated cooccurrence (TSAC), Affinity propagation clustering, Dimensionality reduction
2	Bhaskar Mehta, Wolfgang Nejdl	Unsupervised strategies for shilling detection and robust collaborative filtering.	User Model. User-Adapt. Interact.	2009	DBLP DOI BibTeX RDF	PCA, Collaborative filtering, Dimensionality reduction, Robust statistics, PLSA, Shilling
2	Khanh Vu, Kien A. Hua, Hao Cheng, Sheau-Dong Lang	Bounded Approximation: A New Criterion for Dimensionality Reduction Approximation in Similarity Search.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF	Information Search and Retrieval, Information Storage and Retrieval, Search process
2	Alok Sharma, Kuldip K. Paliwal	Rotational Linear Discriminant Analysis Technique for Dimensionality Reduction.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF
2	Johan A. K. Suykens	Data Visualization and Dimensionality Reduction Using Kernel Maps With a Reference Point.	IEEE Transactions on Neural Networks	2008	DBLP DOI BibTeX RDF
2	Q. Tao, D. Chu, J. Wang	Recursive Support Vector Machines for Dimensionality Reduction.	IEEE Transactions on Neural Networks	2008	DBLP DOI BibTeX RDF
2	Deyu Meng, Yee Leung, Tung Fung, Zongben Xu	Nonlinear Dimensionality Reduction of Data Lying on the Multicluster Manifold.	IEEE Transactions on Systems, Man, and Cybernetics, Part B	2008	DBLP DOI BibTeX RDF
2	George Lee, Carlos Rodriguez, Anant Madabhushi	Investigating the Efficacy of Nonlinear Dimensionality Reduction Schemes in Classifying Gene and Protein Expression Studies.	IEEE/ACM Trans. Comput. Biology Bioinform.	2008	DBLP DOI BibTeX RDF	Data mining, Clustering, classification and association rules, Data and knowledge visualization, Feature extraction or construction, Bioinformatics (genome or protein) databases
2	Olivier Roy, Martin Vetterli	Dimensionality Reduction for Distributed Estimation in the Infinite Dimensional Regime.	IEEE Transactions on Information Theory	2008	DBLP DOI BibTeX RDF
2	Alon Schclar	A Diffusion Framework for Dimensionality Reduction.	Soft Computing for Knowledge Discovery and Data Mining	2008	DBLP DOI BibTeX RDF
2	Yangqing Jia, Zheng Wang, Changshui Zhang	Distortion-Free Nonlinear Dimensionality Reduction.	ECML/PKDD	2008	DBLP DOI BibTeX RDF
2	Nadine Renard, Salah Bourennane	An ICA-based multilinear algebra tools for dimensionality reduction in hyperspectral imagery.	ICASSP	2008	DBLP DOI BibTeX RDF
2	Hui-Ming Huang, Zhi-Kai Huang	Dimensionality Reduction Method Applied for Multi-view Face Database Recognition.	ICIC	2008	DBLP DOI BibTeX RDF
2	Masashi Sugiyama, Tsuyoshi Idé, Shinichi Nakajima, Jun Sese	Semi-Supervised Local Fisher Discriminant Analysis for Dimensionality Reduction.	PAKDD	2008	DBLP DOI BibTeX RDF
2	Yangqing Jia, Changshui Zhang	Local Regularized Least-Square Dimensionality Reduction.	ICPR	2008	DBLP DOI BibTeX RDF
2	Massimo Piccardi, Hatice Gunes, Ahmed Fawzi Otoom	Maximum-likelihood dimensionality reduction in gaussian mixture models with an application to object classification.	ICPR	2008	DBLP DOI BibTeX RDF
2	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
2	Li He, José Miguel Buenaposada, Luis Baumela	An empirical comparison of graph-based dimensionality reduction algorithms on facial expression recognition tasks.	ICPR	2008	DBLP DOI BibTeX RDF
2	Qian Du, Nicolas H. Younan	Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification.	KES	2008	DBLP DOI BibTeX RDF	Fisher’s Linear Discriminant Analysis, Classification, Dimensionality Reduction, Hyperspectral Imagery
2	Tomasz Maszczyk, Wlodzislaw Duch	Support Vector Machines for Visualization and Dimensionality Reduction.	ICANN	2008	DBLP DOI BibTeX RDF
2	Guanghui Yan, LiSong Liu, LinNa Du, XiaXia Yang, ZhiCheng Ma	Unsupervised Sequential Forward Dimensionality Reduction Based on Fractal.	FSKD	2008	DBLP DOI BibTeX RDF
2	Panagiotis Symeonidis, Alexandros Nanopoulos, Yannis Manolopoulos	Tag recommendations based on tensor dimensionality reduction.	RecSys	2008	DBLP DOI BibTeX RDF	recommender systems, social tagging
2	Yulin Zhang, Jian Zhuang, Sunan Wang, Xiaohu Li	Local Linear Embedding in Dimensionality Reduction Based on Small World Principle.	CSSE	2008	DBLP DOI BibTeX RDF
2	Sophia Sakellaridi, Haw-ren Fang, Yousef Saad	Graph-Based Multilevel Dimensionality Reduction with Applications to Eigenfaces and Latent Semantic Indexing.	ICMLA	2008	DBLP DOI BibTeX RDF