Search results for "Prototype selection"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	José Arturo Olvera-López, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad	Prototype Selection Via Prototype Relevance.	CIARP	2008	DBLP DOI BibTeX RDF	border prototypes, data reduction, supervised classification, Prototype selection
3	Basilio Sierra, Elena Lazkano, Iñaki Inza, Marisa Merino, Pedro Larrañaga, Jorge Quiroga	Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS.	AIME	2001	DBLP DOI BibTeX RDF	Transjugular Intrahepatic Portosystemic Shunt, Machine Learning, Estimation of Distribution Algorithm, Feature Subset Selection, Indications, Prototype Selection
3	Uri Lipowezky, Victor Shenkar	Optimal Threshold Estimation Using Prototype Selection.	SSPR/SPR	2000	DBLP DOI BibTeX RDF	sum of boolean function optimization, edge detection, prototype selection
3	Patrick Njiwoua, Engelbert Mephu Nguifo	Exemplar-Based Prototype Selection for a Multi-Strategy Learning System. (PDF / PS)	ICTAI	1999	DBLP DOI BibTeX RDF	Multi-strategy Learning, IBL, Concept Lattice, Prototype Selection
2	Suzanne Little, Ovidio Salvetti, Petra Perner	Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications.	ECCBR	2008	DBLP DOI BibTeX RDF	Evaluation of Methods, Methodology for Prototype-Based Classification, CBR in Health, Feature Subset Selection, Feature Weighting, Prototype Selection
2	Andreas Fischer, Kaspar Riesen, Horst Bunke	An experimental study of graph classification using prototype selection.	ICPR	2008	DBLP DOI BibTeX RDF
2	Cristiano de Santana Pereira, George D. C. Cavalcanti	Prototype selection: Combining self-generating prototypes and Gaussian mixtures for pattern classification.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Yang Song, Lu Zhang 0007, C. Lee Giles	A sparse gaussian processes classification framework for fast tag suggestions.	CIKM	2008	DBLP DOI BibTeX RDF	gaussian processes, prototype selection, tagging system, multi-label classification
2	Petra Perner	Prototype-based classification.	Appl. Intell.	2008	DBLP DOI BibTeX RDF	Feature-weight learning, Prototypes, Image classification, Case-based reasoning, Cases, Feature-subset selection, Prototype selection
2	Utpal Garain	Prototype reduction using an artificial immune model.	Pattern Anal. Appl.	2008	DBLP DOI BibTeX RDF	Artificial immune system, Statistical significance, Prototype selection, Clonal selection algorithm, Nearest neighbor classification
2	António V. Sousa, Ana Maria Mendonça, Aurélio C. Campilho	Dissimilarity-based classification of chromatographic profiles.	Pattern Anal. Appl.	2008	DBLP DOI BibTeX RDF	Chromatographic images, Nearest neighbour classifiers, Prototype selection, Dissimilarity representation
2	Ramasuri Narayanam, V. Santosh Srinivas, M. Narasimha Murty	A Cooperative Game Theoretic Approach to Prototype Selection.	PKDD	2007	DBLP DOI BibTeX RDF
2	Kaspar Riesen, Michel Neuhaus, Horst Bunke	Graph Embedding in Vector Spaces by Means of Prototype Selection.	GbRPR	2007	DBLP DOI BibTeX RDF
2	Salvador García, José Ramón Cano, Francisco Herrera	Incorporating Knowledge in Evolutionary Prototype Selection.	IDEAL	2006	DBLP DOI BibTeX RDF
2	Salvador García, José Ramón Cano, Alberto Fernández, Francisco Herrera	A Proposal of Evolutionary Prototype Selection for Class Imbalance Problems.	IDEAL	2006	DBLP DOI BibTeX RDF
2	Barbara Spillmann, Michel Neuhaus, Horst Bunke, Elzbieta Pekalska, Robert P. W. Duin	Transforming Strings to Vector Spaces Using Prototype Selection.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
2	Peeta Basa Pati, A. G. Ramakrishnan	HVS Inspired System for Script Identification in Indian Multi-script Documents.	Document Analysis Systems	2006	DBLP DOI BibTeX RDF	Gabor filter, prototype selection, script identification
2	Luisa Micó, Francisco Moreno-Seco, José Salvador Sánchez, José Martínez Sotoca, Ramón Alberto Mollineda	On the Use of Different Classification Rules in an Editing Task.	SSPR/SPR	2006	DBLP DOI BibTeX RDF	classification, Pattern recognition, nearest neighbor, editing, prototype selection
2	Yuangui Li, Zhonghui Hu, Yunze Cai, Weidong Zhang	Support Vector Based Prototype Selection Method for Nearest Neighbor Rules.	ICNC	2005	DBLP DOI BibTeX RDF
2	Ramón Alberto Mollineda, José Salvador Sánchez, José Martínez Sotoca	Data Characterization for Effective Prototype Selection.	IbPRIA	2005	DBLP DOI BibTeX RDF
2	T. Ravindra Babu, M. Narasimha Murty, Vijay K. Agrawal	On Simultaneous Selection of Prototypes and Features in Large Data.	PReMI	2005	DBLP DOI BibTeX RDF	Data Mining, clustering, feature selection, frequent itemsets, prototype selection
2	Yuhang Wang, Fillia Makedon, James Ford, Li Shen, Dina Q. Goldin	Generating fuzzy semantic metadata describing spatial relations from images using the R-histogram.	JCDL	2004	DBLP DOI BibTeX RDF	k-nearest neighbor rule, image digital library, r-histogram, metadata, spatial relations, prototype selection
2	José Salvador Sánchez, Ricardo Barandela, A. I. Marqués, Roberto Alejo	Performance Evaluation of Prototype Selection Algorithms for Nearest Neighbor Classification. (PDF / PS)	SIBGRAPI	2001	DBLP DOI BibTeX RDF
1	Salvador García, Joaquín Derrac, José Ramón Cano, Francisco Herrera	Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study.	IEEE Trans. Pattern Anal. Mach. Intell.	2012	DBLP DOI BibTeX RDF
1	Mónica Millán-Giraldo, Vicente García, Javier Salvador Sánchez	Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study.	ICPRAM	2012	DBLP BibTeX RDF
1	Ehsan Zare Borzeshi, Massimo Piccardi, Richard Yi Da Xu	A discriminative prototype selection approach for graph embedding in human action recognition.	ICCV Workshops	2011	DBLP DOI BibTeX RDF
1	Joaquín Derrac, Salvador García, Francisco Herrera	Stratified prototype selection based on a steady-state memetic algorithm: a study of scalability.	Memetic Computing	2010	DBLP DOI BibTeX RDF
1	Suzanne Little, Sara Colantonio, Ovidio Salvetti, Petra Perner	Evaluation of Feature Subset Selection, Feature Weighting, and Prototype Selection for Biomedical Applications.	JSEA	2010	DBLP DOI BibTeX RDF
1	Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas	New method for instance or prototype selection using mutual information in time series prediction.	Neurocomputing	2010	DBLP DOI BibTeX RDF
1	Ireneusz Czarnowski	Prototype selection algorithms for distributed learning.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1	Jaime Melendez, Domènec Puig, Miguel Angel García	Multi-level pixel-based texture classification through efficient prototype selection via normalized cut.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1	José Arturo Olvera-López, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad	A new fast prototype selection method based on clustering.	Pattern Anal. Appl.	2010	DBLP DOI BibTeX RDF
1	Salvador García, José Ramón Cano, Francisco Herrera	A Review on Evolutionary Prototype Selection.	Intelligent Systems for Automated Learning and Adaptation	2010	DBLP DOI BibTeX RDF
1	Ana Cecilia Tenorio-González, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa	Designing RBFNNs Using Prototype Selection.	MCPR	2010	DBLP DOI BibTeX RDF
1	Yenisel Plasencia Calana, Edel B. García Reyes, Mauricio Orozco-Alzate, Robert P. W. Duin	Prototype Selection for Dissimilarity Representation by a Genetic Algorithm.	ICPR	2010	DBLP DOI BibTeX RDF
1	Salvador García, José Ramón Cano, Ester Bernadó-Mansilla, Francisco Herrera	Diagnose Effective Evolutionary Prototype Selection Using an Overlapping Measure.	IJPRAI	2009	DBLP DOI BibTeX RDF
1	José Arturo Olvera-López, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Josef Kittler	Prototype selection based on sequential search.	Intell. Data Anal.	2009	DBLP DOI BibTeX RDF
1	Cristiano de Santana Pereira, George D. C. Cavalcanti	Prototype Selection for Handwritten Connected Digits Classification.	ICDAR	2009	DBLP DOI BibTeX RDF
1	Jerzy Sas, Bogumila Hnatkowska	Fast automatic speech recognition training with phoneme coverage balancing and late speaker prototype selection.	IMCSIT	2009	DBLP DOI BibTeX RDF
1	Jaime Melendez, Domènec Puig, Miguel Angel García	Gabor-based texture classification through efficient prototype selection via normalized cut.	ICIP	2009	DBLP DOI BibTeX RDF
1	Milton García-Borroto, Yenny Villuendas-Rey, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad	Using Maximum Similarity Graphs to Edit Nearest Neighbor Classifiers.	CIARP	2009	DBLP DOI BibTeX RDF	error-based editing, nearest neighbor, prototype selection
1	Milton García-Borroto, Yenny Villuendas-Rey, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad	Finding Small Consistent Subset for the Nearest Neighbor Classifier Based on Support Graphs.	CIARP	2009	DBLP DOI BibTeX RDF	minimal consistent subset, nearest neighbor, condensing, prototype selection
1	Kaspar Riesen, Horst Bunke	Feature Ranking Algorithms for Improving Classification of Vector Space Embedded Graphs.	CAIP	2009	DBLP DOI BibTeX RDF
1	Ireneusz Czarnowski	Distributed Data Reduction through Agent Collaboration.	KES-AMSTA	2009	DBLP DOI BibTeX RDF
1	Kaspar Riesen, Horst Bunke	Cluster Ensembles Based on Vector Space Embeddings of Graphs.	MCS	2009	DBLP DOI BibTeX RDF
1	Serhiy Kosinov, Eric Bruno, Stéphane Marchand-Maillet	Spatially consistent partial matching for intra- and inter-image prototype selection.	Sig. Proc.: Image Comm.	2008	DBLP DOI BibTeX RDF
1	Salvador García, José Ramón Cano, Francisco Herrera	A memetic algorithm for evolutionary prototype selection: A scaling up approach.	Pattern Recognition	2008	DBLP DOI BibTeX RDF
1	Boseon Byeon, Khaled Rasheed, Prashant Doshi	Enhancing the Quality of Noisy Training Data Using a Genetic Algorithm and Prototype Selection.	IC-AI	2008	DBLP BibTeX RDF
1	Amaury T. Brasil Filho, Plácido Rogério Pinheiro, André L. V. Coelho	The Impact of the Prototype Selection on a Multicriteria Decision Aid Classification Algorithm.	SCSS	2008	DBLP DOI BibTeX RDF
1	Suzanne Little, Ovidio Salvetti, Petra Perner	Evaluating a Case-Based Classifier for Biomedical Applications.	CBMS	2008	DBLP DOI BibTeX RDF	Evaluation, Feature Subset Selection, Feature Weighting, Prototype Selection, Biomedical Applications
1	Jaime Melendez, Miguel Angel García, Domènec Puig	Efficient distance-based per-pixel texture classification with Gabor wavelet filters.	Pattern Anal. Appl.	2008	DBLP DOI BibTeX RDF	Per-pixel texture classification, Non-parametric distance-based classification, Multichannel Gabor wavelet filters, Texture, Prototype selection
1	Boseon Byeon, Khaled Rasheed	Simultaneously Removing Noise and Selecting Relevant Features for High Dimensional Noisy Data.	ICMLA	2008	DBLP DOI BibTeX RDF
1	Romain Raveaux, Jean-Christophe Burie, Jean-Marc Ogier	A colour text/graphics separation based on a graph representation.	ICPR	2008	DBLP DOI BibTeX RDF
1	Sebastian Nusser, Clemens Otte, Werner Hauptmann	An EM-Based Piecewise Linear Regression Algorithm.	HAIS	2008	DBLP DOI BibTeX RDF
1	Sargur N. Srihari, Gregory R. Ball	Language Independent Word Spotting in Scanned Documents.	ICADL	2008	DBLP DOI BibTeX RDF
1	Seiichi Ozawa, Kazuya Matsumoto, Shaoning Pang, Nikola Kasabov	Incremental Principal Component Analysis Based on Adaptive Accumulation Ratio.	ICONIP	2008	DBLP DOI BibTeX RDF
1	Ireneusz Czarnowski, Piotr Jedrzejowicz, Izabela Wierzbowska	An A-Team Approach to Learning Classifiers from Distributed Data Sources.	KES-AMSTA	2008	DBLP DOI BibTeX RDF	Multi-agent system, distributed data mining, learning classifiers
1	Artsiom Harol, Carmen Lai, Elzbieta Pekalska, Robert P. W. Duin	Pairwise feature evaluation for constructing reduced representations.	Pattern Anal. Appl.	2007	DBLP DOI BibTeX RDF	Pairwise feature evaluation, Feature selection, Pattern classification, Prototype selection
1	Kaspar Riesen, Horst Bunke	Structural Classifier Ensembles for Vector Space Embedded Graphs.	IJCNN	2007	DBLP DOI BibTeX RDF
1	Luis Sánchez, Fernando Martínez, Germán Castellanos, Augusto Salazar	Feature Extraction of Weighted Data for Implicit Variable Selection.	CAIP	2007	DBLP DOI BibTeX RDF	Feature Selection, PCA, Relevance, LDA
1	Kaspar Riesen, Horst Bunke	Classifier Ensembles for Vector Space Embedding of Graphs.	MCS	2007	DBLP DOI BibTeX RDF
1	Elzbieta Pekalska, Robert P. W. Duin, Pavel Paclík	Prototype selection for dissimilarity-based classifiers.	Pattern Recognition	2006	DBLP DOI BibTeX RDF
1	Barbara Spillmann, Michel Neuhaus, Horst Bunke	Multiple Classifier Systems for Embedded String Patterns.	ANNPR	2006	DBLP DOI BibTeX RDF
1	Petra Perner	A Comparative Study of Catalogue-Based Classification.	ECCBR	2006	DBLP DOI BibTeX RDF
1	P. A. Vijaya, M. Narasimha Murty, D. K. Subramanian	Efficient median based clustering and classification techniques for protein sequences.	Pattern Anal. Appl.	2006	DBLP DOI BibTeX RDF	Median strings/sequences, Set median, Clustering, Feature selection, Prototypes, Classification accuracy, Protein sequences
1	Ricardo Barandela, Francesc J. Ferri, José Salvador Sánchez	Decision boundary preserving prototype selection for nearest neighbor classification.	IJPRAI	2005	DBLP DOI BibTeX RDF
1	Sanghamitra Bandyopadhyay	An efficient technique for superfamily classification of amino acid sequences: feature extraction, fuzzy clustering and prototype selection.	Fuzzy Sets and Systems	2005	DBLP DOI BibTeX RDF
1	José Ramón Cano, Francisco Herrera, Manuel Lozano	Stratification for scaling up evolutionary prototype selection.	Pattern Recognition Letters	2005	DBLP DOI BibTeX RDF
1	B. S. Raghavendra, C. K. Narayanan, G. Sita, A. G. Ramakrishnan, M. Sriganesh	Prototype Learning Methods for Online Handwriting Recognition.	ICDAR	2005	DBLP DOI BibTeX RDF
1	Mark Oliver Güld, Christian Thies, Benedikt Fischer, Thomas Martin Lehmann	Content-Based Retrieval of Medical Images by Combining Global Features.	CLEF	2005	DBLP DOI BibTeX RDF
1	Elzbieta Pekalska, Artsiom Harol, Carmen Lai, Robert P. W. Duin	Pairwise Selection of Features and Prototypes.	CORES	2005	DBLP DOI BibTeX RDF
1	P. A. Vijaya, M. Narasimha Murty, D. K. Subramanian	An Efficient Hybrid Hierarchical Agglomerative Clustering (HHAC) Technique for Partitioning Large Data Sets.	PReMI	2005	DBLP DOI BibTeX RDF
1	Hakan Altinçay	Optimal resampling and classifier prototype selection in classifier ensembles using genetic algorithms.	Pattern Anal. Appl.	2004	DBLP DOI BibTeX RDF	Optimal resampling, Multiple prototype ensembles, Genetic algorithms, Diversity, Boosting, Bagging, Classifier ensembles
1	T. Ravindra Babu, M. Narasimha Murty, Vijay K. Agrawal	Adaptive Boosting with Leader based Learners for Classification of Large Handwritten Data.	HIS	2004	DBLP DOI BibTeX RDF
1	Elzbieta Pekalska, Robert P. W. Duin	Prototype Selection for Finding Efficient Representations of Dissimilarity Data.	ICPR	2002	DBLP DOI BibTeX RDF
1	Dick de Ridder, Elzbieta Pekalska, Robert P. W. Duin	The Economics of Classification: Error vs. Complexity.	ICPR	2002	DBLP DOI BibTeX RDF
1	T. Ravindra Babu, M. Narasimha Murty	Comparison of genetic algorithm based prototype selection schemes.	Pattern Recognition	2001	DBLP DOI BibTeX RDF
1	Jari Kangas	Comparison between Two Prototype Representation Schemes for a Nearest Neighbor Classifier.	ICPR	2000	DBLP DOI BibTeX RDF
1	Marc Sebban, Richard Nock	Identifying and Eliminating Irrelevant Instances Using Information Theory.	Canadian Conference on AI	2000	DBLP DOI BibTeX RDF
1	Alfons Juan, Enrique Vidal	Comparison of Four Initialization Techniques for the K -Medians Clustering Algorithm.	SSPR/SPR	2000	DBLP DOI BibTeX RDF	k-medians algorithm, k-medians initialization, greedy-interchange algorithm, maxmin algorithm, clustering, metric spaces
1	Frank Lebourgeois, M. Bouayad, Hubert Emptoz	Structure Relation between Classes for Supervised Learning using Pretopology. (PDF / PS)	ICDAR	1999	DBLP DOI BibTeX RDF
1	Marc Sebban	Prototype Selection from Homogeneous Subsets by a Monte Carlo Sampling.	FLAIRS Conference	1998	DBLP BibTeX RDF
1	José Salvador Sánchez, Filiberto Pla, Francesc J. Ferri	Prototype selection for the nearest neighbour rule through proximity graphs.	Pattern Recognition Letters	1997	DBLP DOI BibTeX RDF
1	Lalit Gupta, Jiesheng Wang, Alain Charles, Paul Kisatsky	Prototype selection rules for neural network training.	Pattern Recognition	1992	DBLP DOI BibTeX RDF