Search results for "Dimensionality"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
11	Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal	The impact of sample reduction on PCA-based feature extraction for supervised learning.	SAC	2006	DBLP DOI BibTeX RDF	sample reduction, feature extraction, supervised learning
11	Marco Loog	Conditional Linear Discriminant Analysis.	ICPR (2)	2006	DBLP DOI BibTeX RDF
11	Robert B. Fisher	An Empirical Model for Saturation and Capacity in Classifier Spaces.	ICPR (4)	2006	DBLP DOI BibTeX RDF
11	Yusuf Yaslan, Zehra Cataltepe	Audio Music Genre Classification Using Different Classifiers and Feature Selection Methods.	ICPR (2)	2006	DBLP DOI BibTeX RDF
11	Yong Gao 0002, Yangsheng Wang	Boosting in Random Subspaces for Face Recognition.	ICPR (1)	2006	DBLP DOI BibTeX RDF
11	Lifang Wu, Ning Wei, Juanjuan Wang, Yue Guo	A Method of Nonlinear Manifold Classification using ISOMAP.	ICICIC (1)	2006	DBLP DOI BibTeX RDF
11	Julien Prados, Alexandros Kalousis, Melanie Hilario	On Preprocessing of SELDI-MS Data and its Evaluation.	CBMS	2006	DBLP DOI BibTeX RDF
11	Li Ma, Abdul Wahab 0001, Chai Quek	A Modified Generalized RBF Model with EM-based Learning Algorithm for Medical Applications.	CBMS	2006	DBLP DOI BibTeX RDF
11	Mao-ting Gao, Zheng-ou Wang	A Conscientious Rival Penalized Competitive Learning Text Clustering Algorithm.	ISNN (1)	2006	DBLP DOI BibTeX RDF
11	Emre Akbas, Fatos T. Yarman-Vural	Design of a Feature Set for Face Recognition Problem.	ISCIS	2006	DBLP DOI BibTeX RDF
11	Xinguo Lu, Yaping Lin, Xiaolin Yang, Lijun Cai, Haijun Wang, Gustaph Sanga	Using Most Similarity Tree Based Clustering to Select the Top Most Discriminating Genes for Cancer Detection.	ICAISC	2006	DBLP DOI BibTeX RDF
11	Sergiy Popov	Nonlinear Visualization of Incomplete Data Sets.	CSR	2006	DBLP DOI BibTeX RDF
11	Mingoo Kim, Sung-Kwan Joo	Feature Reduction Techniques for Power System Security Assessment.	ICNC (1)	2006	DBLP DOI BibTeX RDF
11	Dave Cliff	Evolutionary optimization of ZIP60: a controlled explosion in hyperspace.	GECCO	2006	DBLP DOI BibTeX RDF	ZIP8 ZIP60, Zero-Intelligence-Plus (ZIP) Traders, auction markets, automated market-mechanism design, algorithmic trading
11	Krzysztof Michalak, Halina Kwasnicka	Correlation-based Feature Selection Strategy in Neural Classification.	ISDA (1)	2006	DBLP DOI BibTeX RDF
11	Charles Bouveyron, Juho Kannala, Cordelia Schmid, Stéphane Girard	Object Localization by Subspace Clustering of Local Descriptors.	ICVGIP	2006	DBLP DOI BibTeX RDF
11	Nathan Mekuz, John K. Tsotsos	Parameterless Isomap with Adaptive Neighborhood Selection.	DAGM-Symposium	2006	DBLP DOI BibTeX RDF
11	Hwasup Lim, Octavia I. Camps, Mario Sznaier, Vlad I. Morariu	Dynamic Appearance Modeling for Human Tracking.	CVPR (1)	2006	DBLP DOI BibTeX RDF
11	Shuicheng Yan, Tianqiang Yuan, Xiaoou Tang	Learning Semantic Patterns with Discriminant Localized Binary Projections.	CVPR (1)	2006	DBLP DOI BibTeX RDF
11	Kooksang Moon, Vladimir Pavlovic 0001	Impact of Dynamics on Subspace Embedding and Tracking of Sequences.	CVPR (1)	2006	DBLP DOI BibTeX RDF
11	Jihun Ham, Ikkjin Ahn, Daniel D. Lee	Learning a manifold-constrained map between image sets: applications to matching and pose estimation.	CVPR (1)	2006	DBLP DOI BibTeX RDF
11	Adolfo Martínez Usó, Filiberto Pla, Pedro García-Sevilla, José Martínez Sotoca	Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering.	CIARP	2006	DBLP DOI BibTeX RDF
11	Jana Novovicová, Petr Somol, Pavel Pudil	Oscillating Feature Subset Search Algorithm for Text Categorization.	CIARP	2006	DBLP DOI BibTeX RDF
11	Rudesindo Núñez-Queija, Hwee Pink Tan	Location-based admission control for differentiated services in 3G cellular networks.	MSWiM	2006	DBLP DOI BibTeX RDF	3G cellular networks, admission control, differentiated services
11	Xenofon E. Floros, George M. Spyrou, Konstantinos N. Vougas, George T. Tsangaris, Konstantina S. Nikita	Study on Preprocessing and Classifying Mass Spectral Raw Data Concerning Human Normal and Disease Cases.	ISBMDA	2006	DBLP DOI BibTeX RDF	mass spectra preprocessing, early diagnosis, classification, feature extraction, biomarkers, ovarian cancer
11	Makoto Kato, Yen-Wei Chen 0001, Gang Xu	Articulated Hand Tracking by PCA-ICA Approach.	FGR	2006	DBLP DOI BibTeX RDF
11	Lina Huang, Zhijing Liu	A New and Fast Method of Image Indexing.	FSKD	2006	DBLP DOI BibTeX RDF
11	Ruiguo Yu, Yuexian Hou, Pilian He	Self-organizing Isometric Embedding Based on Statistical Criterions.	FSKD	2006	DBLP DOI BibTeX RDF
11	Yongsheng Zhao, Xiaofeng Zhang, Shixiang Jia, Fuzeng Zhang	Applying PSO in Finding Useful Features.	RSKT	2006	DBLP DOI BibTeX RDF	Feature selection, rough set, particle swarm optimization
11	Sang-Woon Kim	On Using a Dissimilarity Representation Method to Solve the Small Sample Size Problem for Face Recognition.	ACIVS	2006	DBLP DOI BibTeX RDF
11	Deng Cai 0001, Xiaofei He 0001, Jiawei Han 0001	Tensor space model for document analysis.	SIGIR	2006	DBLP DOI BibTeX RDF	tensor latent semantic indexing, tensor space model, latent semantic indexing, vector space model
11	Simon Knott, Parvin Mousavi, Sergio Baranzini	A Systematic Approach for Identifying Regulatory Interactions in Large Temporal Gene Expression Datasets from Peripheral Blood.	CIBCB	2006	DBLP DOI BibTeX RDF
11	Simon Knott, Parvin Mousavi, Sergio Baranzini	A Systematic Approach for Identifying Regulatory Interactions in Large Temporal Gene Expression Datasets from Peripheral Blood.	CIBCB	2006	DBLP DOI BibTeX RDF
11	Ying Wang 0003, Xinwen Hou, Tieniu Tan	Recognize Multi-people Interaction Activity by PCA-HMMs.	ACCV (1)	2006	DBLP DOI BibTeX RDF
11	Jiayan Jiang, Liming Zhang 0001	Extending Manifold Leaning Algorithms by Neural Networks.	IJCNN	2006	DBLP DOI BibTeX RDF
11	Cui-xiang Liu, Yi-cai Sun, Ming Yu 0006, Yan Zhang, Cun-da Yuan	Face Recognition Based on Polynomial Fuzzy Matching.	ICAT Workshops	2006	DBLP DOI BibTeX RDF
11	Ruei-Sung Lin, Che-Bin Liu, Ming-Hsuan Yang 0001, Narendra Ahuja, Stephen E. Levinson	Learning Nonlinear Manifolds from Time Series.	ECCV (2)	2006	DBLP DOI BibTeX RDF
11	Yun Q. Shi 0001, Chunhua Chen 0001, Wen Chen 0002	A Markov Process Based Approach to Effective Attacking JPEG Steganography.	Information Hiding	2006	DBLP DOI BibTeX RDF
11	Ruijun Gu, Wenbo Xu 0001	Weighted Kernel Isomap for Data Visualization and Pattern Classification.	CIS	2006	DBLP DOI BibTeX RDF
11	Roland Memisevic	Kernel information embeddings.	ICML	2006	DBLP DOI BibTeX RDF
11	Jieping Ye, Tao Xiong	Null space versus orthogonal linear discriminant analysis.	ICML	2006	DBLP DOI BibTeX RDF
11	Neil D. Lawrence, Joaquin Quiñonero Candela	Local distance preservation in the GP-LVM through back constraints.	ICML	2006	DBLP DOI BibTeX RDF
11	Lawrence Cayton, Sanjoy Dasgupta	Robust Euclidean embedding.	ICML	2006	DBLP DOI BibTeX RDF
11	Koji Tsuda, Taku Kudo	Clustering graphs by weighted substructure mining.	ICML	2006	DBLP DOI BibTeX RDF
11	Dave Cliff	Evolutionary Optimization of ZIP60: A Controlled Explosion in Hyperspace.	TADA/AMEC	2006	DBLP DOI BibTeX RDF
11	Yi Guo 0001, Junbin Gao, Paul Wing Hing Kwan	Kernel Laplacian Eigenmaps for Visualization of Non-vectorial Data.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
11	Artsiom Harol, Elzbieta Pekalska, Serguei Verzakov, Robert P. W. Duin	Augmented Embedding of Dissimilarity Data into (Pseudo-)Euclidean Spaces.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
11	Sang-Woon Kim, B. John Oommen	On Optimizing Kernel-Based Fisher Discriminant Analysis Using Prototype Reduction Schemes.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
11	Oded Berman, Dmitry Krass	An Improved IP Formulation for the Uncapacitated Facility Location Problem: Capitalizing on Objective Function Structure.	Ann. Oper. Res.	2005	DBLP DOI BibTeX RDF	Facility Location Models, integer programming, cover problems
11	Georg Schneider 0003, Heiko Wersing, Bernhard Sendhoff, Edgar Körner	Evolutionary optimization of a hierarchical object recognition model.	IEEE Trans. Syst. Man Cybern. Part B	2005	DBLP DOI BibTeX RDF
11	Thomas Hermann 0001, Helge J. Ritter	Crystallization sonification of high-dimensional datasets.	ACM Trans. Appl. Percept.	2005	DBLP DOI BibTeX RDF	interactive sonification, Data Mining, Sonification, exploratory data analysis
11	Senqiang Zhou, Ke Wang 0001	Localization Site Prediction for Membrane Proteins by Integrating Rule and SVM Classification.	IEEE Trans. Knowl. Data Eng.	2005	DBLP DOI BibTeX RDF	clustering, classification and association rules, Bioinformatics (genome or protein) databases
11	Xiao-Jun Zeng, John A. Keane	Approximation Capabilities of Hierarchical Fuzzy Systems.	IEEE Trans. Fuzzy Syst.	2005	DBLP DOI BibTeX RDF
11	Yu Tsao 0001, Shang-Ming Lee, Lin-Shan Lee	Segmental eigenvoice with delicate eigenspace for improved speaker adaptation.	IEEE Trans. Speech Audio Process.	2005	DBLP DOI BibTeX RDF
11	Sebastián Dormido-Canto, Jesús Vega, José Sánchez Moreno, Gonzalo Farias	Information Retrieval and Classification with Wavelets and Support Vector Machines.	IWINAC (2)	2005	DBLP DOI BibTeX RDF
11	Petar S. Aleksic, Aggelos K. Katsaggelos	Comparison of MPEG-4 facial animation parameter groups with respect to audio-visual speech recognition performance.	ICIP (3)	2005	DBLP DOI BibTeX RDF
11	Alexandros Kalousis, Julien Prados, Elton Rexhepaj, Melanie Hilario	Feature Extraction from Mass Spectra for Classification of Pathological States.	PKDD	2005	DBLP DOI BibTeX RDF
11	Jie Yin, Qiang Yang 0001	Integrating Hidden Markov Models and Spectral Analysis for Sensory Time Series Clustering.	ICDM	2005	DBLP DOI BibTeX RDF
11	Kevin Y. Yip, David W. Cheung, Michael K. Ng 0001	On Discovery of Extremely Low-Dimensional Clusters using Semi-Supervised Projected Clustering.	ICDE	2005	DBLP DOI BibTeX RDF
11	P. Viswanath, M. Narasimha Murty, Satish Kambala	An Efficient Parzen-Window Based Network Intrusion Detector Using a Pattern Synthesis Technique.	PReMI	2005	DBLP DOI BibTeX RDF
11	Alexander F. Gelbukh, Grigori Sidorov, Sang-Yong Han	On Some Optimization Heuristics for Lesk-Like WSD Algorithms.	NLDB	2005	DBLP DOI BibTeX RDF
11	Haifeng Chen, Guofei Jiang, Cristian Ungureanu, Kenji Yoshihira	Failure detection and localization in component based systems by online tracking.	KDD	2005	DBLP DOI BibTeX RDF	online tracking, subspace decomposition, distributed computing, statistics, failure detection, internet services
11	Eduardo Saliby, Jaqueline T. M. Marins, Josete F. dos Santos	Out-of-the-money monte carlo simulation option pricing: the joint use of importance sampling and descriptive sampling.	WSC	2005	DBLP DOI BibTeX RDF
11	Mykola Pechenizkiy	The Impact of Feature Extraction on the Performance of a Classifier: kNN, Naïve Bayes and C4.5.	Canadian AI	2005	DBLP DOI BibTeX RDF
11	Ding-Yi Chen, Xue Li 0001, Zhao Yang Dong, Xia Chen 0001	Effectiveness of Document Representation for Classification.	DaWaK	2005	DBLP DOI BibTeX RDF
11	Nan Bu, Jun Arita, Toshio Tsuji	A Novel Pattern Classification Method for Multivariate EMG Signals Using Neural Network.	ICNC (2)	2005	DBLP DOI BibTeX RDF
11	Haifeng Li 0012, Keshu Zhang, Tao Jiang 0001	Robust and Accurate Cancer Classification with Gene Expression Profiling.	CSB	2005	DBLP DOI BibTeX RDF
11	Ying Zhao 0006, Charles Zhou	Drug Characteristics Prediction.	CSB Workshops	2005	DBLP DOI BibTeX RDF	drug characteristics, toxicity, Life sciences, drug discovery, predictive algorithms, feature clustering, efficacy
11	Nicoletta Del Buono, Tiziano Politi	A Continuous Weighted Low-Rank Approximation for Collaborative Filtering Problems.	ICAPR (1)	2005	DBLP DOI BibTeX RDF
11	Shuicheng Yan, Dong Xu 0001, Qiang Yang 0001, Lei Zhang 0001, Xiaoou Tang, HongJiang Zhang	Discriminant Analysis with Tensor Representation.	CVPR (1)	2005	DBLP DOI BibTeX RDF
11	Dong Xu 0001, Shuicheng Yan, Lei Zhang 0001, HongJiang Zhang, Zhengkai Liu, Heung-Yeung Shum	Concurrent Subspaces Analysis.	CVPR (2)	2005	DBLP DOI BibTeX RDF
11	Soledad Ballesteros, José Manuel Reales, Laura Ponce de León, Beatriz García	The Perception of Ecological Textures by Touch: Does the Perceptual Space Change under Bimodal Visual and Haptic Exploration?	WHC	2005	DBLP DOI BibTeX RDF
11	Tomás Skopal, Pavel Moravec 0001	Modified LSI Model for Efficient Search by Metric Access Methods.	ECIR	2005	DBLP DOI BibTeX RDF
11	Xiaochun Huang, Ming Wu, Delin Xia, Puliu Yan	Difference-Similitude Matrix in Text Classification.	FSKD (2)	2005	DBLP DOI BibTeX RDF
11	Antonio Corral, Alejandro D'Ermiliis, Yannis Manolopoulos, Michael Vassilakopoulos	VA-Files vs. R*-Trees in Distance Join Queries.	ADBIS	2005	DBLP DOI BibTeX RDF
11	Matthew Skala	Measuring the Difficulty of Distance-Based Indexing.	SPIRE	2005	DBLP DOI BibTeX RDF
11	Lydia Boudjeloud, François Poulet	Visual Interactive Evolutionary Algorithm for High Dimensional Data Clustering and Outlier Detection.	PAKDD	2005	DBLP DOI BibTeX RDF
11	Sriram Sankaranarayanan 0001, Henny B. Sipma, Zohar Manna	Scalable Analysis of Linear Systems Using Mathematical Programming.	VMCAI	2005	DBLP DOI BibTeX RDF
11	Cornelius Weber, David Muse, Mark Elshaw, Stefan Wermter	Reinforcement Learning in MirrorBot.	ICANN (1)	2005	DBLP DOI BibTeX RDF
11	Noelia Sánchez-Maroño, Oscar Fontenla-Romero, Enrique F. Castillo, Amparo Alonso-Betanzos	Modelling Engineering Problems Using Dimensional Analysis for Feature Extraction.	ICANN (2)	2005	DBLP DOI BibTeX RDF
11	Michael H. Bowling, Ali Ghodsi 0001, Dana F. Wilkinson	Action respecting embedding.	ICML	2005	DBLP DOI BibTeX RDF
11	Ajay Choudhari, Gora Chand Nandi	Indiscernibility criterion based on rough sets in feature selection and detection of landmines.	GrC	2005	DBLP DOI BibTeX RDF
11	Christian F. Beckmann, Stephen M. Smith 0001	Probabilistic independent component analysis for functional magnetic resonance imaging.	IEEE Trans. Medical Imaging	2004	DBLP DOI BibTeX RDF
11	Sujoy Roy, Ee-Chien Chang	Watermarking with retrieval systems.	Multim. Syst.	2004	DBLP DOI BibTeX RDF	Multimedia retrieval systems, Watermarking, k-mean, Nearest-neighbor search, Multimedia security
11	Charu C. Aggarwal	An Efficient Subspace Sampling Framework for High-Dimensional Data Reduction, Selectivity Estimation, and Nearest-Neighbor Search.	IEEE Trans. Knowl. Data Eng.	2004	DBLP DOI BibTeX RDF
11	Kari Torkkola	Discriminative features for text document classification.	Pattern Anal. Appl.	2004	DBLP DOI BibTeX RDF	Random transforms, Text classification, Linear discriminant analysis, Dimension reduction
11	Vincenzo Caglioti	Minimal Representations of 3D Models in Terms of Image Parameters under Calibrated and Uncalibrated Perspective.	IEEE Trans. Pattern Anal. Mach. Intell.	2004	DBLP DOI BibTeX RDF
11	Alla Safonova, Jessica K. Hodgins, Nancy S. Pollard	Synthesizing physically realistic human motion in low-dimensional, behavior-specific spaces.	ACM Trans. Graph.	2004	DBLP DOI BibTeX RDF	optimization, motion capture, physically based animation
11	Byungjun Son, Hyunsuk Won, Gyundo Kee, Yillbyung Lee	Discriminant iris feature and support vector machines for IRIS recognition.	ICIP	2004	DBLP DOI BibTeX RDF
11	Yi-Dong Shen, Zhiyong Shen, Shi-Ming Zhang, Qiang Yang 0001	Cluster Cores-Based Clustering for High Dimensional Data.	ICDM	2004	DBLP DOI BibTeX RDF
11	Jiyuan An, Yi-Ping Phoebe Chen, Qinying Xu	Surface Spatial Index Structure of High-Dimensional Space.	IDEAL	2004	DBLP DOI BibTeX RDF
11	Swapna Sarvesvaran, Hujun Yin	Visualisation of Distributions and Clusters Using ViSOMs on Gene Expression Data.	IDEAL	2004	DBLP DOI BibTeX RDF
11	Valentin E. Brimkov, Reinhard Klette	Curves, Hypersurfaces, and Good Pairs of Adjacency Relations.	IWCIA	2004	DBLP DOI BibTeX RDF	digital hypersurface, good pair, digital geometry, digital topology, digital curve
11	Bisser Raytchev, Ikushi Yoda, Katsuhiko Sakaue	Head Pose Estimation by Nonlinear Manifold Learning.	ICPR (4)	2004	DBLP DOI BibTeX RDF
11	Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu, Abbes Amira	Feature Selection using Tabu Search for Improving the Classification Rate of Prostate Needle Biopsies.	ICPR (2)	2004	DBLP DOI BibTeX RDF
11	Erinija Pranckeviciene, Richard Baumgartner, Ray L. Somorjai	Consensus-Based Identification of Spectral Signatures for Classification of High-Dimensional Biomedical Spectra.	ICPR (2)	2004	DBLP DOI BibTeX RDF
11	Jiyuan An, Yi-Ping Phoebe Chen, Eamonn J. Keogh	A Grid-Based Index Method for Time Warping Distance.	WAIM	2004	DBLP DOI BibTeX RDF
11	Erick Cantú-Paz, Shawn D. Newsam, Chandrika Kamath 0001	Feature selection in scientific applications.	KDD	2004	DBLP DOI BibTeX RDF	astronomical survey, data mining, feature selection, remote sensing, plasma physics
11	James Chilson, Raymond T. Ng, Alan Wagner, Ruben H. Zamar	Parallel computation of high dimensional robust correlation and covariance matrices.	KDD	2004	DBLP DOI BibTeX RDF	Maronna, parallel, robust, correlation, covariance
11	Xuezhong Zhou, Zhaohui Wu 0001	Distributional Character Clustering for Chinese Text Categorization.	PRICAI	2004	DBLP DOI BibTeX RDF	Chinese Text Categorization, Distributional Character Clustering, Hybrid Clustering Criterion