Search results for "Curse of dimensionality"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Man-Wai Mak, Sun-Yuan Kung	A Solution to the Curse of Dimensionality Problem in Pairwise Scoring Techniques.	ICONIP	2006	DBLP DOI BibTeX RDF	Fisher discriminant analysis, protein sequence analysis, support vector machines, Feature selection, curse of dimensionality, subcellular localization
3	Ian Eccles, Meng Su	Illustrating the curse of dimensionality numerically through different data distribution models.	ISICT	2004	DBLP DOI BibTeX RDF	probability distribution models, nearest neighbor search, R-tree, feature vectors, curse of dimensionality
2	Nikolaos Nanas, Manolis Vavalis, Anne N. De Roeck	A network-based model for high-dimensional information filtering.	SIGIR	2010	DBLP DOI BibTeX RDF	content-based information filtering, user profiling, curse of dimensionality
2	Milos Radovanovic, Alexandros Nanopoulos, Mirjana Ivanovic	On the existence of obstinate results in vector space models.	SIGIR	2010	DBLP DOI BibTeX RDF	similarity concentration, nearest neighbors, vector space model, text retrieval, hubs, curse of dimensionality, cosine similarity
2	Paul F. Evangelista, Mark J. Embrechts, Boleslaw K. Szymanski	Taming the Curse of Dimensionality in Kernels and Novelty Detection.	WSC	2004	DBLP DOI BibTeX RDF
2	Yi Wu, Edward Y. Chang, Kevin Chen-Chuan Chang, John R. Smith	Optimal multimodal fusion for multimedia data analysis.	ACM Multimedia	2004	DBLP DOI BibTeX RDF	independent analysis, modality independence, super-kernel fusion, multimodal fusion, curse of dimensionality
2	Samuel H. Huang	Dimensionality Reduction in Automatic Knowledge Acquisition: A Simple Greedy Search Approach.	IEEE Trans. Knowl. Data Eng.	2003	DBLP DOI BibTeX RDF	Chi-square test of independence, classification, feature selection, Curse of dimensionality, greedy search
2	Marco Ratto, Andrea Saltelli	An Efficient Approach to Deal with the Curse of Dimensionality in Sensitivity Analysis Computations.	International Conference on Computational Science	2002	DBLP DOI BibTeX RDF
2	Witold Pedrycz, Athanasios V. Vasilakos	Modularization of fuzzy relational equations.	Soft Comput.	2002	DBLP DOI BibTeX RDF	Multivariable fuzzy relational equations, Multilevel architecture, s-t composition, Optimization, Modularization, Curse of dimensionality
2	Edgar Chávez, Gonzalo Navarro	A Probabilistic Spell for the Curse of Dimensionality.	ALENEX	2001	DBLP DOI BibTeX RDF
2	Paolo Ciaccia, Marco Patella	PAC Nearest Neighbor Queries: Approximate and Controlled Search in High-Dimensional and Metric Spaces.	ICDE	2000	DBLP DOI BibTeX RDF	Distance Distribution, Metric Spaces, Nearest Neighbor Search, Approximate Queries, Curse of Dimensionality
2	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
2	Trevor Hastie, Robert Tibshirani	Discriminant Adaptive Nearest Neighbor Classification.	IEEE Trans. Pattern Anal. Mach. Intell.	1996	DBLP DOI BibTeX RDF	Classification, nearest neighbors, linear discriminant analysis, curse of dimensionality
1	Felix J. Herrmann, Michael P. Friedlander, Özgür Yilmaz	Fighting the Curse of Dimensionality: Compressive Sensing in Exploration Seismology.	IEEE Signal Process. Mag.	2012	DBLP DOI BibTeX RDF
1	Aicke Hinrichs, Erich Novak, Henryk Wozniakowski	The curse of dimensionality for the class of monotone functions and for the class of convex functions.	Journal of Approximation Theory	2011	DBLP DOI BibTeX RDF
1	Stephane Gaubert, William M. McEneaney, Zheng Qu	Curse of dimensionality reduction	CoRR	2011	DBLP BibTeX RDF
1	Elia Liitiäinen, Francesco Corona, Amaury Lendasse	On the Curse of Dimensionality in Supervised Learning of Smooth Regression Functions.	Neural Processing Letters	2011	DBLP DOI BibTeX RDF
1	Stephane Gaubert, William M. McEneaney, Zheng Qu	Curse of dimensionality reduction in max-plus based approximation methods: Theoretical estimates and improved pruning algorithms.	CDC-ECE	2011	DBLP DOI BibTeX RDF
1	Eamonn J. Keogh, Abdullah Mueen	Curse of Dimensionality.	Encyclopedia of Machine Learning	2010	DBLP DOI BibTeX RDF
1	Majid Masso	Overcoming the Curse of Dimensionality in a Statistical Geometry Based Computational Protein Mutagenesis.	ICDM Workshops	2010	DBLP DOI BibTeX RDF
1	Michael E. Houle, Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek	Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?	SSDBM	2010	DBLP DOI BibTeX RDF
1	Rajendra Shinde, Ashish Goel, Pankaj Gupta, Debojyoti Dutta	Similarity search and locality sensitive hashing using ternary content addressable memories.	SIGMOD Conference	2010	DBLP DOI BibTeX RDF	tcam, similarity search, nearest neighbor search, locality sensitive hashing
1	William M. McEneaney	Convergence Rate for a Curse-of-dimensionality-Free Method for Hamilton--Jacobi--Bellman PDEs Represented as Maxima of Quadratic Forms.	SIAM J. Control and Optimization	2009	DBLP DOI BibTeX RDF
1	William M. McEneaney, L. Jonathan Kluberg	Convergence Rate for a Curse-of-Dimensionality-Free Method for a Class of HJB PDEs.	SIAM J. Control and Optimization	2009	DBLP DOI BibTeX RDF
1	Steffen Barembruch, Aurélien Garivier, Eric Moulines	On approximate maximum-likelihood methods for blind identification: how to cope with the curse of dimensionality.	IEEE Transactions on Signal Processing	2009	DBLP DOI BibTeX RDF
1	Ivan V. Oseledets, Eugene E. Tyrtyshnikov	Breaking the Curse of Dimensionality, Or How to Use SVD in Many Dimensions.	SIAM J. Scientific Computing	2009	DBLP DOI BibTeX RDF
1	Ilya Volnyansky, Vladimir Pestov	Curse of Dimensionality in Pivot-based Indexes	CoRR	2009	DBLP BibTeX RDF
1	Ilya Volnyansky	Curse of Dimensionality in the Application of Pivot-based Indexes to the Similarity Search Problem	CoRR	2009	DBLP BibTeX RDF
1		Curse of Dimensionality.	Encyclopedia of Biometrics	2009	DBLP DOI BibTeX RDF
1	Lei Chen 0002	Curse of Dimensionality.	Encyclopedia of Database Systems	2009	DBLP DOI BibTeX RDF
1	Thomas L. Marzetta	Lifting the curse of dimensionality: a random matrix-theoretic approach.	WiOpt	2009	DBLP DOI BibTeX RDF
1	Ilya Volnyansky, Vladimir Pestov	Curse of Dimensionality in Pivot Based Indexes.	SISAP	2009	DBLP DOI BibTeX RDF
1	Samory Kpotufe	Escaping the Curse of Dimensionality with a Tree-based Regressor.	COLT	2009	DBLP BibTeX RDF
1	Alexandros Nanopoulos, Milos Radovanovic, Mirjana Ivanovic	How does high dimensionality affect collaborative filtering?	RecSys	2009	DBLP DOI BibTeX RDF	similarity concentration, collaborative filtering, nearest neighbors, hubs, curse of dimensionality, cosine similarity
1	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
1	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
1	J. 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
1	Travis Atkison	Applying randomized projection to aid prediction algorithms in detecting high-dimensional rogue applications.	ACM Southeast Regional Conference	2009	DBLP DOI BibTeX RDF	n-gram analysis, rogue software detection, information retrieval, randomized projections, cosine similarity
1	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
1	Kam Swee Ng, Hyung-Jeong Yang, Sun-Hee Kim	Incremental non-gaussian analysis of microarray gene expression data.	DTMBIO	2009	DBLP DOI BibTeX RDF	principal component analysis, independent component analysis, multivariate time series
1	Milos Radovanovic, Alexandros Nanopoulos, Mirjana Ivanovic	Nearest neighbors in high-dimensional data: the emergence and influence of hubs.	ICML	2009	DBLP DOI BibTeX RDF
1	Cuneyt Mertayak	Utilization of dimensionality reduction in stacked generalization architecture.	ISCIS	2009	DBLP DOI BibTeX RDF
1	Adil M. Bagirov, Conny Clausen, Michael Kohler	Estimation of a Regression Function by Maxima of Minima of Linear Functions.	IEEE Transactions on Information Theory	2009	DBLP DOI BibTeX RDF
1	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
1	Huanzhang Fu, Zhongzhe Xiao, Emmanuel Dellandréa, Weibei Dou, Liming Chen	Image Categorization Using ESFS: A New Embedded Feature Selection Method Based on SFS.	ACIVS	2009	DBLP DOI BibTeX RDF	Feature Selection, Evidence Theory, Image Categorization
1	Pablo Suau, Francisco Escolano	A New Feasible Approach to Multi-dimensional Scale Saliency.	ACIVS	2009	DBLP DOI BibTeX RDF	scale saliency, KD-partition, multi-dimensional data
1	Hanxiong Chen, Jianquan Liu, Kazutaka Furuse, Jeffrey Xu Yu, Nobuo Ohbo	Indexing the Function: An Efficient Algorithm for Multi-dimensional Search with Expensive Distance Functions.	ADMA	2009	DBLP DOI BibTeX RDF	function index, Similarity search, high dimensional space
1	Rafael Fernández, Jean-François Bonastre, Driss Matrouf, José R. Calvo	Feature Selection Based on Information Theory for Speaker Verification.	CIARP	2009	DBLP DOI BibTeX RDF	feature selection, mutual information, speaker verification
1	Derek Riley, Xenofon D. Koutsoukos, Kasandra Riley	Reachability Analysis for Stochastic Hybrid Systems Using Multilevel Splitting.	HSCC	2009	DBLP DOI BibTeX RDF
1	Shulin Wang, Yihai Zhu	A Novel Method to Robust Tumor Classification Based on MACE Filter.	ICIC	2009	DBLP DOI BibTeX RDF	MACE filter, DNA microarray, Gene expression profiles, tumor classification, similarity degree
1	Pallavi Tiwari, Mark Rosen, Galen Reed, John Kurhanewicz, Anant Madabhushi	Spectral Embedding Based Probabilistic Boosting Tree (ScEPTre): Classifying High Dimensional Heterogeneous Biomedical Data.	MICCAI	2009	DBLP DOI BibTeX RDF
1	Nouha Bouteldja, Valérie Gouet-Brunet, Michel Scholl	Approximate Retrieval with HiPeR: Application to VA-Hierarchies.	MMM	2009	DBLP DOI BibTeX RDF	Approximate Retrieval, VA-File, Range Queries, Multidimensional Indexing
1	Eva Besada-Portas, Sergey M. Plis, Jesús Manuel de la Cruz, Terran Lane	Parallel Subspace Sampling for Particle Filtering in Dynamic Bayesian Networks.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
1	Rahul Malik, Sangkyum Kim, Xin Jin, Chandrasekar Ramachandran, Jiawei Han, Indranil Gupta, Klara Nahrstedt	MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions.	SSDBM	2009	DBLP DOI BibTeX RDF
1	Emmanuel Müller, Ira Assent, Thomas Seidl	HSM: Heterogeneous Subspace Mining in High Dimensional Data.	SSDBM	2009	DBLP DOI BibTeX RDF
1	Manuel Martín-Merino, Ángela Blanco	A local semi-supervised Sammon algorithm for textual data visualization.	J. Intell. Inf. Syst.	2009	DBLP DOI BibTeX RDF	Sammon mapping, Non-linear projection, Visualization algorithms, Textual data analysis
1	Kenan Casey, Aaron Garrett, Joseph Gay, Lacey Montgomery, Gerry V. Dozier	An evolutionary approach for achieving scalability with general regression neural networks.	Natural Computing	2009	DBLP DOI BibTeX RDF	Support vector machine, Evolutionary computation, Estimation of distribution algorithm, General regression neural network
1	Jiang Zhu, Jun Wang, Tao Luo, Shaoqian Li	Adaptive transmission scheduling over fading channels for energy-efficient cognitive radio networks by reinforcement learning.	Telecommunication Systems	2009	DBLP DOI BibTeX RDF	Energy-efficient networks, Reinforcement learning, Cognitive radio, Markov decision process, Cross-layer design
1	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
1	Thierry Urruty, Chabane Djeraba, Joemon M. Jose	An efficient indexing structure for multimedia data.	Multimedia Information Retrieval	2008	DBLP DOI BibTeX RDF	clustering, multimedia, indexing structure
1	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
1	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
1	Yijuan Lu, Qi Tian, Jennifer L. Neary, Feng Liu, Yufeng Wang	Adaptive discriminant analysis for microarray-based classification.	TKDD	2008	DBLP DOI BibTeX RDF	BDA, boosted ADA, ADA, microarray, LDA, dimension reduction
1	Rui Li, Bir Bhanu, Anlei Dong	Feature synthesized EM algorithm for image retrieval.	TOMCCAP	2008	DBLP DOI BibTeX RDF	Coevolutionary feature synthesis, content-based image retrieval, semi-supervised learning, expectation maximization
1	Rui Xu, Steven Damelin, Boaz Nadler, Donald C. Wunsch II	Clustering of High-Dimensional Gene Expression Data with Feature Filtering Methods and Diffusion Maps.	BMEI	2008	DBLP DOI BibTeX RDF
1	Alessandro Abate, Maria Prandini, John Lygeros, Shankar Sastry	An approximate dynamic programming approach to probabilistic reachability for stochastic hybrid systems.	CDC	2008	DBLP DOI BibTeX RDF
1	Kun Deng, Wei Chen 0020, Prashant G. Mehta, Sean P. Meyn	Resource pooling for optimal evacuation of a large building.	CDC	2008	DBLP DOI BibTeX RDF
1	William M. McEneaney, Ameet S. Deshpande	Payoff suboptimality and errors in value induced by approximation of the Hamiltonian.	CDC	2008	DBLP DOI BibTeX RDF
1	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
1	Shuiwang Ji, Jieping Ye	A unified framework for generalized Linear Discriminant Analysis.	CVPR	2008	DBLP DOI BibTeX RDF
1	Xu Zhao, Michael Davies	A feasible Blind Equalization scheme in large constellation MIMO systems.	ICASSP	2008	DBLP DOI BibTeX RDF
1	Nouha Bouteldja, Valérie Gouet-Brunet, Michel Scholl	HiPeR : Hierarchical progressive exact retrieval in multi dimensional spaces.	ICDE Workshops	2008	DBLP DOI BibTeX RDF
1	Dave Tahmoush, Hanan Samet	High-dimensional similarity retrieval using dimensional choice.	ICDE Workshops	2008	DBLP DOI BibTeX RDF
1	Lifei Chen, Qingshan Jiang, Shengrui Wang	A Probability Model for Projective Clustering on High Dimensional Data.	ICDM	2008	DBLP DOI BibTeX RDF
1	Ye Mei, Dimitrios Androutsos	Wavelet-based color texture retrieval using the independent component color space.	ICIP	2008	DBLP DOI BibTeX RDF
1	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
1	Rita Ferreira, Bernardete Ribeiro, Catarina Silva, Qingzhong Liu, Andrew H. Sung	Building resilient classifiers for LSB matching steganography.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Ebrahim A. Gharavol, Ooi Ban Leong, Koenraad Mouthaan	Blind source separation and bearing estimation using Fourier- and wavelet-based spectrally condensed data and artificial neural networks for indoor environments.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Derong Liu, Ning Jin	e-Adaptive Dynamic Programming for discrete-time systems.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Xiao-Hua Liu, Cheng-Lin Liu, Xinwen Hou	A pooled subspace mixture density model for pattern classification in high-dimensional spaces.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Rui Xu, Steven Damelin, Donald C. Wunsch	Clustering of cancer tissues using diffusion maps and fuzzy ART with gene expression data.	IJCNN	2008	DBLP DOI BibTeX RDF
1	Duc A. Tran, K. Nguyen	Multidimensional information retrieval in peer-to-peer networks.	IPDPS	2008	DBLP DOI BibTeX RDF
1	Shiqun Yin, Fang Wang, Zhong Xie, Yuhui Qiu	Study on Web-Page Classification Algorithm Based on Rough Set Theory.	ISIP	2008	DBLP DOI BibTeX RDF	Feature selection, Rough set, vector space model, Web-page, Classification rule
1	Farid Melgani, Yakoub Bazi	Classification of Electrocardiogram Signals With Support Vector Machines and Particle Swarm Optimization.	IEEE Transactions on Information Technology in Biomedicine	2008	DBLP DOI BibTeX RDF
1	Michael Gibas, Guadalupe Canahuate, Hakan Ferhatosmanoglu	Online Index Recommendations for High-Dimensional Databases Using Query Workloads.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF	Active databases, Indexing methods, Database Administration
1	Shuiwang Ji, Jieping Ye	Generalized Linear Discriminant Analysis: A Unified Framework and Efficient Model Selection.	IEEE Transactions on Neural Networks	2008	DBLP DOI BibTeX RDF
1	Xianchao Xie, Shuicheng Yan, James T. Kwok, Thomas S. Huang	Matrix-Variate Factor Analysis and Its Applications.	IEEE Transactions on Neural Networks	2008	DBLP DOI BibTeX RDF
1	Shinn-Ying Ho, Hung-Sui Lin, Weei-Hurng Liauh, Shinn-Jang Ho	OPSO: Orthogonal Particle Swarm Optimization and Its Application to Task Assignment Problems.	IEEE Transactions on Systems, Man, and Cybernetics, Part A	2008	DBLP DOI BibTeX RDF
1	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
1	Chuanliang Chen, Yun-Chao Gong, Rongfang Bie	Discriminant Analysis Methods for Microarray Data Classification.	Australasian Conference on Artificial Intelligence	2008	DBLP DOI BibTeX RDF	Data mining, Bioinformatics, Dimensionality reduction, Discriminant analysis
1	Yuan Li, Hiroyuki Kitagawa	Example-Based Robust DB-Outlier Detection for High Dimensional Data.	DASFAA	2008	DBLP DOI BibTeX RDF	DB-Outlier, Outlier, High-dimensional Data, Example
1	Mohammed Belkhatir	An Agent Framework Based on Signal Concepts for Highlighting the Image Semantic Content.	DEXA	2008	DBLP DOI BibTeX RDF	Semantic-based Image Indexing & Retrieval - Multi-Agent Systems
1	Catarina Silva, Bernardete Ribeiro	Text Classification on Embedded Manifolds.	IBERAMIA	2008	DBLP DOI BibTeX RDF
1	Kunikazu Kobayashi, Masanao Obayashi, Takashi Kuremoto	A Bayesian Local Linear Wavelet Neural Network.	ICONIP	2008	DBLP DOI BibTeX RDF
1	Pablo Suau, Francisco Escolano	Multi-dimensional Scale Saliency Feature Extraction Based on Entropic Graphs.	ISVC	2008	DBLP DOI BibTeX RDF
1	Rina Panigrahy	An Improved Algorithm Finding Nearest Neighbor Using Kd-trees.	LATIN	2008	DBLP DOI BibTeX RDF
1	Karim T. Abou-Moustafa, Frank P. Ferrie	Local Metric Learning on Manifolds with Application to Query-Based Operations.	SSPR/SPR	2008	DBLP DOI BibTeX RDF
1	Lifei Chen, Qingshan Jiang	An extended EM algorithm for subspace clustering.	Frontiers of Computer Science in China	2008	DBLP DOI BibTeX RDF	high dimensional clustering, clustering criterion, EM algorithm, outlier detection, subspace clustering
1	Daniel Kuhn	Aggregation and discretization in multistage stochastic programming.	Math. Program.	2008	DBLP DOI BibTeX RDF	Mathematics Subject Classification (2000) 90C15, 90C25, 49M29
1	Alexander Thomasian, Lijuan Zhang	Persistent clustered main memory index for accelerating k -NN queries on high dimensional datasets.	Multimedia Tools Appl.	2008	DBLP DOI BibTeX RDF	SR-trees, Vector approximation file, Ordered partition index, Karhunen-Loève transform, Principal component analysis, Singular value decomposition, Content based retrieval, Feature vectors, Feature vectors, Nearest neighbor queries, Multidimensional indexing