Search results for "dimensionality"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
11	Xiang Zhang 0001, Feng Pan 0001, Wei Wang 0010	REDUS: finding reducible subspaces in high dimensional data.	CIKM	2008	DBLP DOI BibTeX RDF	reducible subspace, high dimensional data
11	Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chaib-draa	Prediction-Directed Compression of POMDPs.	ICMLA	2008	DBLP DOI BibTeX RDF
11	Patrick Pfaff, Cyrill Stachniss, Christian Plagemann, Wolfram Burgard	Efficiently learning high-dimensional observation models for Monte-Carlo localization using Gaussian mixtures.	IROS	2008	DBLP DOI BibTeX RDF
11	Matei T. Ciocarlie, Samuel T. Clanton, M. Chance Spalding, Peter K. Allen	Biomimetic grasp planning for cortical control of a robotic hand.	IROS	2008	DBLP DOI BibTeX RDF
11	Renato Fernandes Corrêa, Teresa Bernarda Ludermir	Semantic mapping and K-means applied to hybrid SOM-based document organization system construction.	SAC	2008	DBLP DOI BibTeX RDF	document classification and categorization, self-organizing maps, hybrid system, K-means, semantic mapping
11	Heng Huang, Fillia Makedon, Roderick W. McColl	High dimensional statistical shape model for medical image analysis.	ISBI	2008	DBLP DOI BibTeX RDF
11	Gregor Stiglic, Juan J. Rodríguez Diez, Peter Kokol	Feature Selection and Classification for Small Gene Sets.	PRIB	2008	DBLP DOI BibTeX RDF	machine learning, feature selection, ensemble of classifiers, Gene expression analysis
11	Muhammad Marwan Muhammad Fuad, Pierre-Francois Marteau	Extending the Edit Distance Using Frequencies of Common Characters.	DEXA	2008	DBLP DOI BibTeX RDF	the Edit Distance, Time Series, Symbolic Representation
11	Shakti Prasad Shenoy, Irfan Ghauri, Dirk T. M. Slock	Receiver Designs For MIMO HSDPA.	ICC	2008	DBLP DOI BibTeX RDF
11	Yun-Chao Gong, Chuanliang Chen, Min Shen, Zengmei Fu	Semi-supervised Discriminant Analyze with Instance-Level Constraints.	HPCC	2008	DBLP DOI BibTeX RDF
11	Jingyu Liu 0001, Lai Xu 0002, Arvind Caprihan, Vince D. Calhoun	Extracting principle components for discriminant analysis of FMRI images.	ICASSP	2008	DBLP DOI BibTeX RDF
11	Yuan Yuan 0001, Yanwei Pang	Discriminant adaptive edge weights for graph embedding.	ICASSP	2008	DBLP DOI BibTeX RDF
11	Umut Ozertem, Deniz Erdogmus	Local conditions for critical and principal manifolds.	ICASSP	2008	DBLP DOI BibTeX RDF
11	Frantisek Grézl, Petr Fousek	Optimizing bottle-neck features for lvcsr.	ICASSP	2008	DBLP DOI BibTeX RDF
11	Stefan Bordag	A Comparison of Co-occurrence and Similarity Measures as Simulations of Context.	CICLing	2008	DBLP DOI BibTeX RDF
11	Angshul Majumdar, Panos Nasiopoulos	Frontal Face Recognition from Video.	ISVC (2)	2008	DBLP DOI BibTeX RDF	Support Vector Machine, Face Recognition, Curvelet
11	Pablo Suau, Francisco Escolano	Multi-dimensional Scale Saliency Feature Extraction Based on Entropic Graphs.	ISVC (2)	2008	DBLP DOI BibTeX RDF
11	Joanna Cheng, Liang Wang 0001, Christopher Leckie	Dual clustering for categorization of action sequences.	ICPR	2008	DBLP DOI BibTeX RDF
11	Roser Sala-Llonch, Effrosini Kokiopoulou, Ivana Tosic, Pascal Frossard	3D face recognition using sparse spherical representations.	ICPR	2008	DBLP DOI BibTeX RDF
11	Enlu Zhou, Michael C. Fu 0001, Steven I. Marcus	A density projection approach to dimension reduction for continuous-state POMDPs.	CDC	2008	DBLP DOI BibTeX RDF
11	Julien Chauveau, David Rousseau, François Chapeau-Blondeau	Pair Correlation Integral for Fractal Characterization of Three-Dimensional Histograms from Color Images.	ICISP	2008	DBLP DOI BibTeX RDF	Pair correlation integral, Feature extraction and analysis, Fractal, Color image, Color histogram
11	Hans-Peter Kriegel, Matthias Schubert, Arthur Zimek	Angle-based outlier detection in high-dimensional data.	KDD	2008	DBLP DOI BibTeX RDF	angle-based, outlier detection, high-dimensional
11	Pedro Henrique Bugatti, Marcela Xavier Ribeiro, Agma Juci Machado Traina, Caetano Traina Jr.	Content-Based Retrieval of Medical Images by Continuous Feature Selection.	CBMS	2008	DBLP DOI BibTeX RDF	continuous feature selection, statistical association rules, content-based image retrieval, similarity search, distance functions
11	Tanasai Sucontphunt, Xiaoru Yuan, Qing Li 0008, Zhigang Deng	A Novel Visualization System for Expressive Facial Motion Data Exploration.	PacificVis	2008	DBLP DOI BibTeX RDF
11	Duc A. Tran, Khanh Nguyen	Multidimensional information retrieval in peer-to-peer networks.	IPDPS	2008	DBLP DOI BibTeX RDF
11	Chao Wang, Bo Li 0002	A New Orthogonal Discriminant Projection Based Prediction Method for Bioinformatic Data.	ICIC (2)	2008	DBLP DOI BibTeX RDF	NSCLC, SRBCT, Feature Extraction, ODP, GEP
11	Mauricio Villegas, Roberto Paredes	Simultaneous learning of a discriminative projection and prototypes for Nearest-Neighbor classification.	CVPR	2008	DBLP DOI BibTeX RDF
11	Nikhil Rasiwasia, Nuno Vasconcelos	Scene classification with low-dimensional semantic spaces and weak supervision.	CVPR	2008	DBLP DOI BibTeX RDF
11	Noor Akhmad Setiawan, P. A. Venkatachalam, Ahmad Fadzil M. Hani	Missing Attribute Value Prediction Based on Artificial Neural Network and Rough Set Theory.	BMEI (1)	2008	DBLP DOI BibTeX RDF	neural network, rough set theory, missing value
11	Rui Xu 0001, Steven B. Damelin, Boaz Nadler, Donald C. Wunsch II	Clustering of High-Dimensional Gene Expression Data with Feature Filtering Methods and Diffusion Maps.	BMEI (1)	2008	DBLP DOI BibTeX RDF
11	Jussi Karlgren, Anders Holst, Magnus Sahlgren	Filaments of Meaning in Word Space.	ECIR	2008	DBLP DOI BibTeX RDF
11	Hualong Yu, Guochang Gu, Haibo Liu, Jing Shen, Changming Zhu	A Novel Discrete Particle Swarm Optimization Algorithm for Microarray Data-Based Tumor Marker Gene Selection.	CSSE (1)	2008	DBLP DOI BibTeX RDF
11	Rami N. Khushaba, Ahmed Al-Ani, Akram AlSukker, Adel Al-Jumaily	A Combined Ant Colony and Differential Evolution Feature Selection Algorithm.	ANTS Conference	2008	DBLP DOI BibTeX RDF
11	Shibin Zhou, Kan Li 0001, Yushu Liu	Text Classification Based on a Novel Bayesian Hierarchical Model.	FSKD (2)	2008	DBLP DOI BibTeX RDF
11	Hongwei Wu	PCA-based linear combinations of oligonucleotide frequencies for metagenomic DNA fragment binning.	CIBCB	2008	DBLP DOI BibTeX RDF
11	Yifeng Li, Yihui Liu	A Wrapper Feature Selection Method Based on Simulated Annealing Algorithm for Prostate Protein Mass Spectrometry Data.	CIBCB	2008	DBLP DOI BibTeX RDF
11	Mehreen Saeed, Haroon Atique Babri	Classifiers based on Bernoulli mixture models for text mining and handwriting recognition tasks.	IJCNN	2008	DBLP DOI BibTeX RDF
11	Rui Xu 0001, Steven B. Damelin, Donald C. Wunsch	Clustering of cancer tissues using diffusion maps and fuzzy ART with gene expression data.	IJCNN	2008	DBLP DOI BibTeX RDF
11	Yaohua Tang, Jinghuai Gao, Guangzhao Cui	Feature selection based on kernel pattern similarity.	IJCNN	2008	DBLP DOI BibTeX RDF
11	Cheng-San Yang, Li-Yeh Chuang, Jung-Chike Li, Cheng-Hong Yang 0001	A novel BPSO approach for gene selection and classification of microarray data.	IJCNN	2008	DBLP DOI BibTeX RDF
11	Sascha Klement, Amir Madany Mamlouk, Thomas Martinetz	Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios.	ICANN (1)	2008	DBLP DOI BibTeX RDF
11	Rich Caruana, Nikolaos Karampatziakis, Ainur Yessenalina	An empirical evaluation of supervised learning in high dimensions.	ICML	2008	DBLP DOI BibTeX RDF
11	Haiping Lu, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos	Uncorrelated multilinear principal component analysis through successive variance maximization.	ICML	2008	DBLP DOI BibTeX RDF
11	Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily, Hung T. Nguyen 0001	A Hybrid Nonlinear-Discriminant Analysis Feature Projection Technique.	Australasian Conference on Artificial Intelligence	2008	DBLP DOI BibTeX RDF	Feature projection, Nonlinear Discriminant Analysis
11	Diego Reforgiato Recupero	A new unsupervised method for document clustering by using WordNet lexical and conceptual relations.	Inf. Retr.	2007	DBLP DOI BibTeX RDF	Bisecting k-means, Antipole, Clustering, WordNet, Text documents, Multipole
11	Shang-Ming Zhou, John Q. Gan	Constructing L2-SVM-Based Fuzzy Classifiers in High-Dimensional Space With Automatic Model Selection and Fuzzy Rule Ranking.	IEEE Trans. Fuzzy Syst.	2007	DBLP DOI BibTeX RDF
11	Richard Jensen, Qiang Shen 0001	Fuzzy-Rough Sets Assisted Attribute Selection.	IEEE Trans. Fuzzy Syst.	2007	DBLP DOI BibTeX RDF
11	Ira Assent, Ralph Krieger, Emmanuel Müller, Thomas Seidl 0001	VISA: visual subspace clustering analysis.	SIGKDD Explor.	2007	DBLP DOI BibTeX RDF
11	Stefanos Zafeiriou, Anastasios Tefas, Ioannis Pitas	Minimum Class Variance Support Vector Machines.	IEEE Trans. Image Process.	2007	DBLP DOI BibTeX RDF
11	Dong Xu 0001, Shuicheng Yan, Dacheng Tao, Stephen Lin 0001, Hong-Jiang Zhang	Marginal Fisher Analysis and Its Variants for Human Gait Recognition and Content- Based Image Retrieval.	IEEE Trans. Image Process.	2007	DBLP DOI BibTeX RDF
11	Shuicheng Yan, Dong Xu 0001, Xiaoou Tang	Face Verification With Balanced Thresholds.	IEEE Trans. Image Process.	2007	DBLP DOI BibTeX RDF
11	Deli Zhao, Zhouchen Lin, Xiaoou Tang	Laplacian PCA and Its Applications.	ICCV	2007	DBLP DOI BibTeX RDF
11	Rui Li 0053, Tai-Peng Tian, Stan Sclaroff	Simultaneous Learning of Nonlinear Manifold and Dynamical Models for High-dimensional Time Series.	ICCV	2007	DBLP DOI BibTeX RDF
11	Shankar Sadasivam, Pierre Moulin, Ralf Koetter	Graphical Models for Desynchronization-Resilient Watermark Decoding.	ICIP (5)	2007	DBLP DOI BibTeX RDF
11	Marios Kyperountas, Anastasios Tefas, Ioannis Pitas	Face Verification using Locally Linear Discriminant Models.	ICIP (4)	2007	DBLP DOI BibTeX RDF
11	Sindhumol S., M. Wilscy	Hyperspectral Image Analysis - A Robust Algorithm Using Support Vectors and Principal Components.	ICCTA	2007	DBLP DOI BibTeX RDF
11	Deng Cai 0001, Xiaofei He 0001, Jiawei Han 0001	Spectral Regression: A Unified Approach for Sparse Subspace Learning.	ICDM	2007	DBLP DOI BibTeX RDF
11	M. Mahdi Shafiei, Singer Wang, Roger Zhang, Evangelos E. Milios, Bin Tang, Jane Tougas, Raymond J. Spiteri	Document Representation and Dimension Reduction for Text Clustering.	ICDE Workshops	2007	DBLP DOI BibTeX RDF
11	Jian Xiang, Hongli Zhu	Motion Retrieval Based on an Efficient Index Method for Large-Scale Mocap Database.	HCI (12)	2007	DBLP DOI BibTeX RDF	Motion retrieval, reference index, Mocap database, Isomap
11	Junsong Yin, Dewen Hu, Zongtan Zhou	Manifold Learning using Growing Locally Linear Embedding.	CIDM	2007	DBLP DOI BibTeX RDF
11	Mohamed Bouguessa, Shengrui Wang	PCGEN: A Practical Approach to Projected Clustering and its Application to Gene Expression Data.	CIDM	2007	DBLP DOI BibTeX RDF
11	Markus T. Wenzel, Bernd Merkel, Matthias Althaus, Heinz-Otto Peitgen	Pattern Recognition and Classification in High-Resolution Magnetic Resonance Spectra.	Bildverarbeitung für die Medizin	2007	DBLP DOI BibTeX RDF
11	Matthew P. Dickens, William A. P. Smith, Jing Wu 0004, Edwin R. Hancock	Face Recognition Using Principal Geodesic Analysis and Manifold Learning.	IbPRIA (1)	2007	DBLP DOI BibTeX RDF
11	Alberto Guillén, Jesús González 0001, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Francisco Fernández	A New Multiobjective RBFNNs Designer and Feature Selector for a Mineral Reduction Application.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
11	Richard Jensen, Qiang Shen 0001	Tolerance-based and Fuzzy-Rough Feature Selection.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
11	Benjamin J. Kelly, Paul E. Anderson 0001, Nicholas V. Reo, Nicholas J. DelRaso, Travis E. Doom, Michael L. Raymer	A Proposed Statistical Protocol for the Analysis of Metabolic Toxicological Data Derived from NMR Spectroscopy.	BIBE	2007	DBLP DOI BibTeX RDF
11	Dhish Kumar Saxena, Kalyanmoy Deb	Trading on infeasibility by exploiting constraint's criticality through multi-objectivization: A system design perspective.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
11	Yihui Liu	Feature Extraction for DNA Microarray Data.	CBMS	2007	DBLP DOI BibTeX RDF
11	Yijuan Lu, Ira Cohen, Xiang Sean Zhou, Qi Tian 0001	Feature selection using principal feature analysis.	ACM Multimedia	2007	DBLP DOI BibTeX RDF	feature extraction, feature selection, principal component analysis, discriminant analysis
11	Jongwuk Lee, Gae-won You, Seung-won Hwang	Telescope: Zooming to Interesting Skylines.	DASFAA	2007	DBLP DOI BibTeX RDF
11	Xiaoyan Li, Lidan Shou, Gang Chen 0001, Kian-Lee Tan	An Image-Semantic Ontological Framework for Large Image Databases.	DASFAA	2007	DBLP DOI BibTeX RDF
11	Hiroyuki Kobayashi, Qiangfu Zhao	Face detection with clustering, lda and NN.	SMC	2007	DBLP DOI BibTeX RDF
11	Jaume Bacardit, Michael Stout, Jonathan D. Hirst, Kumara Sastry, Xavier Llorà, Natalio Krasnogor	Automated alphabet reduction method with evolutionary algorithms for protein structure prediction.	GECCO	2007	DBLP DOI BibTeX RDF	alphabet reduction, coordination number prediction, evolutionary algorithms, bioinformatics, learning classifier systems, estimation of distribution algorithms, rule induction, protein structure prediction
11	Meng Wang 0001, Xian-Sheng Hua 0001, Xun Yuan 0001, Yan Song 0001, Li-Rong Dai 0001	Multi-Graph Semi-Supervised Learning for Video Semantic Feature Extraction.	ICME	2007	DBLP DOI BibTeX RDF
11	Vineeth Nallure Balasubramanian, Jieping Ye, Sethuraman Panchanathan	Biased Manifold Embedding: A Framework for Person-Independent Head Pose Estimation.	CVPR	2007	DBLP DOI BibTeX RDF
11	Sang-Woon Kim, Robert P. W. Duin	On Using a Pre-clustering Technique to Optimize LDA-Based Classifiers for Appearance-Based Face Recognition.	CIARP	2007	DBLP DOI BibTeX RDF	Pre-clustered LDA (PLDA), Face Recognition, Linear Discriminant Analysis (LDA)
11	Noslén Hernández-González, Rolando J. Biscay, Isneri Talavera-Bustamante	Support Vector Regression Methods for Functional Data.	CIARP	2007	DBLP DOI BibTeX RDF	Functional Data, Support Vector Regression, Kernel Function
11	April Kontostathis	Essential Dimensions of Latent Semantic Indexing (LSI).	HICSS	2007	DBLP DOI BibTeX RDF
11	Yun Sha, Guoying Zhang, Huina Jiang	Text Clustering Algorithm Based on Lexical Graph.	FSKD (2)	2007	DBLP DOI BibTeX RDF
11	Ren Jia, Yibo Zhang	Fuzzy System Based on Class Association Rules.	FSKD (2)	2007	DBLP DOI BibTeX RDF
11	Miles Efron	Model-averaged latent semantic indexing.	SIGIR	2007	DBLP DOI BibTeX RDF	model averaging, model selection, latent semantic indexing
11	John Ashley Burgoyne, Stephen McAdams	A Meta-analysis of Timbre Perception Using Nonlinear Extensions to CLASCAL.	CMMR	2007	DBLP DOI BibTeX RDF
11	Vladimir Pestov	Intrinsic dimension of a dataset: what properties does one expect?	IJCNN	2007	DBLP DOI BibTeX RDF
11	Hongbo Deng, Jianke Zhu, Michael R. Lyu, Irwin King	Two-stage Multi-class AdaBoost for Facial Expression Recognition.	IJCNN	2007	DBLP DOI BibTeX RDF
11	Nam Hun Park, Won Suk Lee	Approximate Trace of Grid-Based Clusters over High Dimensional Data Streams.	PAKDD	2007	DBLP DOI BibTeX RDF	Data Mining, Clustering, Data Stream, Grid-based Clustering
11	Bharath K. Sriperumbudur, David A. Torres, Gert R. G. Lanckriet	Sparse eigen methods by D.C. programming.	ICML	2007	DBLP DOI BibTeX RDF
11	Koji Tsuda	Entire regularization paths for graph data.	ICML	2007	DBLP DOI BibTeX RDF
11	Mingrui Wu, Kai Yu 0001, Shipeng Yu, Bernhard Schölkopf	Local learning projections.	ICML	2007	DBLP DOI BibTeX RDF
11	Zhuo Feng, Peng Li 0001, Yaping Zhan	Fast Second-Order Statistical Static Timing Analysis Using Parameter Dimension Reduction.	DAC	2007	DBLP DOI BibTeX RDF
11	Jian Li, Bo Ren, Cheng Wang	A Random Velocity Boundary Condition for Robust Particle Swarm Optimization.	LSMS (1)	2007	DBLP DOI BibTeX RDF
11	Tapani Raiko, Alexander Ilin, Juha Karhunen	Principal Component Analysis for Sparse High-Dimensional Data.	ICONIP (1)	2007	DBLP DOI BibTeX RDF
11	James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar	Parallel Computation of High-Dimensional Robust Correlation and Covariance Matrices.	Algorithmica	2006	DBLP DOI BibTeX RDF
11	David Ngo Chek Ling, Andrew Teoh Beng Jin, Alwyn Goh	Biometric hash: high-confidence face recognition.	IEEE Trans. Circuits Syst. Video Technol.	2006	DBLP DOI BibTeX RDF
11	Zhihua Zhang, James T. Kwok, Dit-Yan Yeung	Model-based transductive learning of the kernel matrix.	Mach. Learn.	2006	DBLP DOI BibTeX RDF	Wishart process, Semi-supervised learning, EM algorithm, Bayesian inference, MAP estimation, Transductive learning, Kernel learning
11	Tan Apaydin, Hakan Ferhatosmanoglu	Access Structures for Angular Similarity Queries.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	Angular query, angular similarity measures, performance, indexing, high-dimensional data
11	Hisham Al-Mubaid, Syed A. Umair	A New Text Categorization Technique Using Distributional Clustering and Learning Logic.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	machine learning, feature selection, Text categorization
11	Dimitris K. Tasoulis, Dimitrios Zeimpekis, Efstratios Gallopoulos, Michael N. Vrahatis	Oriented k-windows: A PCA driven clustering method.	Advances in Web Intelligence and Data Mining	2006	DBLP DOI BibTeX RDF
11	Sangmun Shin, Yi Guo, Yongsun Choi, Myeonggil Choi, Charles Kim	Development of a Robust Data Mining Method Using CBFS and RSM.	Ershov Memorial Conference	2006	DBLP DOI BibTeX RDF
11	Xiaoming Bai, Baocai Yin, Qin Shi, Yanfeng Sun	Face Recognition Based on Geodesic Preserving Projection Algorithm with 3D Morphable Model.	IEEE ICCI	2006	DBLP DOI BibTeX RDF
11	Michal Kozielski	Improving the Results and Performance of Clustering Bit-encoded XML Documents.	ICDM Workshops	2006	DBLP DOI BibTeX RDF