Search results for "Supervised Classification"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Basilio Sierra, Iñaki Inza, Pedro Larrañaga	On Applying Supervised Classification Techniques in Medicine.	ISMDA	2001	DBLP DOI BibTeX RDF	Machine Learning, Pattern Recognition, Decision Support System, Supervised Classification, Model Search
2	Ting Yang, Carey E. Priebe	The Effect of Model Misspecification on Semi-Supervised Classification.	IEEE Trans. Pattern Anal. Mach. Intell.	2011	DBLP DOI BibTeX RDF	Semi-supervised classification, Bayes plug-in classifier, finite mixture model
2	Shiming Xiang, Feiping Nie, Changshui Zhang	Semi-Supervised Classification via Local Spline Regression.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	Semi-supervised classification, local spline regression, interactive image segmentation
2	Manuel Davy, Jean-Yves Tourneret	Generative Supervised Classification Using Dirichlet Process Priors.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	altimetric signals, Bayesian inference, Supervised classification, Gibbs sampler, Dirichlet processes
2	Marc Boullé	Optimum simultaneous discretization with data grid models in supervised classification: a Bayesian model selection approach.	Adv. Data Analysis and Classification	2009	DBLP DOI BibTeX RDF	Mathematics Subject Classification (2000) 62H17, 62H20, 62H30
2		Semi-Supervised Classification.	Encyclopedia of Database Systems	2009	DBLP DOI BibTeX RDF
2	Rhonda D. Phillips, Layne T. Watson, Randolph H. Wynne	Examining the potential parallel scalability of a fuzzy semi-supervised classification algorithm.	SpringSim	2009	DBLP DOI BibTeX RDF	SGI Altix, classification, semi-supervised learning, remote sensing, fuzzy classification, fuzzy K-means
2	Veronique Delcroix, François Delmotte, David Gacquer, Sylvain Piechowiak	Supervised Classification Algorithms Applied to the Detection of Atmospheric Pollution.	IEA/AIE	2009	DBLP DOI BibTeX RDF	Machine Learning, Supervised classification, Air Pollution
2	Jorge M. Santos, Mark Embrechts	On the Use of the Adjusted Rand Index as a Metric for Evaluating Supervised Classification.	ICANN	2009	DBLP DOI BibTeX RDF
2	Fabricio A. Breve, Liang Zhao, Marcos G. Quiles	Particle Competition in Complex Networks for Semi-supervised Classification.	Complex	2009	DBLP DOI BibTeX RDF	particle competition, semi-supervised learning, complex networks, community detection
2	Si Chen, Gongde Guo, Lifei Chen	Semi-supervised Classification Based on Clustering Ensembles.	AICI	2009	DBLP DOI BibTeX RDF	clustering consistency, classification, semi-supervised learning, clustering ensembles
2	Charles Bouveyron	Weakly-Supervised Classification with Mixture Models for Cervical Cancer Detection.	IWANN	2009	DBLP DOI BibTeX RDF
2	Priyanka Garg, S. Sundararajan	Active learning in partially supervised classification.	CIKM	2009	DBLP DOI BibTeX RDF	partially supervised classification, positive example based learners, active learning
2	Sheng Guo, Naren Ramakrishnan	Mining linguistic cues for query expansion: applications to drug interaction search.	CIKM	2009	DBLP DOI BibTeX RDF	domain-specific query expansion, partially supervised classification, text mining, collocation, svm, syntactic parsing
2	Bárbara B. Pineda-Bautista, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad	Taking Advantage of Class-Specific Feature Selection.	IDEAL	2009	DBLP DOI BibTeX RDF	Class-specific feature selection, Feature selection, classifier ensemble, supervised classification
2	Adrien Jamain, David J. Hand	Mining Supervised Classification Performance Studies: A Meta-Analytic Investigation.	J. Classification	2008	DBLP DOI BibTeX RDF	Tree classifiers, Nearest neighbor method, Bradley-Terry, Data mining, Neural networks, Logistic regression, Classification rules, Supervised classification, Meta-analysis
2	Jérôme Callut, Kevin Françoisse, Marco Saerens, Pierre Dupont	Semi-supervised Classification from Discriminative Random Walks.	ECML/PKDD	2008	DBLP DOI BibTeX RDF
2	Christian Bouvier, Alexandre Benoit, Alice Caplier, Pierre-Yves Coulon	Open or Closed Mouth State Detection: Static Supervised Classification Based on Log-Polar Signature.	ACIVS	2008	DBLP DOI BibTeX RDF	Open or closed mouth state detection, log-polar signature, classification, Face Analysis
2	Yi Zhen, Chunping Li	Cross-Domain Knowledge Transfer Using Semi-supervised Classification.	Australasian Conference on Artificial Intelligence	2008	DBLP DOI BibTeX RDF
2	Tudor Barbu, Mihaela Costin	Various Speaker Recognition Techniques Using a Special Nonlinear Metric.	KES	2008	DBLP DOI BibTeX RDF	text-dependent speaker recognition, text-independent speaker recognition, mel-cepstral analysis, supervised classification
2	Mahmoud Zennaki, Ahmed Ech-Cherif, Jean-Charles Lamirel	Using Reactive Tabu Search in Semi-supervised Classification.	ICTAI	2007	DBLP DOI BibTeX RDF	Reactive Tabu Search, Support Vector Machines, Semi-Supervised Learning, Mixed Integer Programming, Transductive inference
2	Gregory Druck, Chris Pal, Andrew McCallum, Xiaojin Zhu	Semi-supervised classification with hybrid generative/discriminative methods.	KDD	2007	DBLP DOI BibTeX RDF	hybrid generative/discriminative methods, text classification, semi-supervised learning
2	Gloria Díaz, Fabio A. González, Eduardo Romero	Infected Cell Identification in Thin Blood Images Based on Color Pixel Classification: Comparison and Analysis.	CIARP	2007	DBLP DOI BibTeX RDF	Cell detection, Performance comparison, Color spaces, Supervised classification
2	Imene Jraidi, Zied Elouedi	Belief Classification Approach Based on Generalized Credal EM.	ECSQARU	2007	DBLP DOI BibTeX RDF	partially supervised classification, mixture models, Expectation Maximization, Transferable Belief Model
2	Gang Wang, Tao Chen, Dit-Yan Yeung, Frederick H. Lochovsky	Solution Path for Semi-Supervised Classification with Manifold Regularization.	ICDM	2006	DBLP DOI BibTeX RDF
2	Xueyuan Zhou, Chunping Li	Semi-supervised Classification Based on Smooth Graphs.	DASFAA	2006	DBLP DOI BibTeX RDF
2	Salvador Godoy-Calderón, José Francisco Martínez Trinidad, Manuel Lazo-Cortés	Proposal for a Unified Methodology for Evaluating Supervised and Non-supervised Classification Algorithms.	CIARP	2006	DBLP DOI BibTeX RDF
2	Li Sun, Ling Jing, Xiaodong Xia	A New Proximal Support Vector Machine for Semi-supervised Classification.	ISNN	2006	DBLP DOI BibTeX RDF
2	Xueyuan Zhou, Chunping Li	Combining Smooth Graphs with Semi-supervised Classification.	PAKDD	2006	DBLP DOI BibTeX RDF
2	Lianwei Zhao, Siwei Luo, Yanchang Zhao, Lingzhi Liao, Zhihai Wang	Regularized Semi-supervised Classification on Manifold.	PAKDD	2006	DBLP DOI BibTeX RDF
2	Ping Ling, Zhe Wang, Chunguang Zhou	A Spectrum-Based Support Vector Algorithm for Relational Data Semi-supervised Classification.	ICONIP	2006	DBLP DOI BibTeX RDF
2	Ling Ping, Zhou Chun-Guang	Parameterized Semi-supervised Classification Based on Support Vector for Multi-relational Data.	ICNC	2006	DBLP DOI BibTeX RDF
2	Jiao Wang, Siwei Luo	Semi-supervised Classification with Active Query Selection.	SSPR/SPR	2006	DBLP DOI BibTeX RDF
2	Thiago Quirino, Zongxing Xie, Mei-Ling Shyu, Shu-Ching Chen, LiWu Chang	Collateral Representative Subspace Projection Modeling for Supervised Classification.	ICTAI	2006	DBLP DOI BibTeX RDF
2	Hoon Chang, Hwan-Hee Yoo, Hong Sok Kim	The Band Selection Algorithm in Supervised Classification Using Mixed-Pixels and Canonical Correlation Analysis.	ICCSA	2006	DBLP DOI BibTeX RDF
2	José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano, Aitzol Astigarraga	K Nearest Neighbor Edition to Guide Classification Tree Learning: Motivation and Experimental Results.	Selected Papers from AusDM	2006	DBLP DOI BibTeX RDF	Machine Learning, Classifier Combination, Classification Trees, Supervised Classification
2	Fathi H. Saad, Beatriz de la Iglesia, Duncan G. Bell	Comparison of Documents Classification Techniques to Classify Medical Reports.	PAKDD	2006	DBLP DOI BibTeX RDF	partially supervised classification, labeled and unlabeled data, medical data mining and features reduction, Text classification
2	Lorenzo Bruzzone, Mattia Marconcini	A Novel T2-SVM for Partially Supervised Classification.	PReMI	2005	DBLP DOI BibTeX RDF
2	Anant Madabhushi, Jianbo Shi, Mark Rosen, John E. Tomaszeweski, Michael D. Feldman	Graph Embedding to Improve Supervised Classification and Novel Class Detection: Application to Prostate Cancer.	MICCAI	2005	DBLP DOI BibTeX RDF
2	Zhigang Liu, Wenzhong Shi, Deren Li, Qianqing Qin	Partially Supervised Classification - Based on Weighted Unlabeled Samples Support Vector Machine.	ADMA	2005	DBLP DOI BibTeX RDF
2	José María Martínez-Otzeta, Basilio Sierra, Elena Lazkano	Image Analysis and Automatic Surface Identification by a Bi-level Multi-classifier.	BVAI	2005	DBLP DOI BibTeX RDF	Machine Learning, Image Segmentation, Image Analysis, Classifier Combination, Supervised Classification, Stacked Generalization
2	Pilar Gómez-Gil, Guillermo de-los-Santos-Torres, Manuel Ramírez-Cortés	Feature Maps for Non-supervised Classification of Low-Uniform Patterns of Handwritten Letters.	CIARP	2004	DBLP DOI BibTeX RDF
2	Young-Joon Jeon, Jae-Gark Choi, Jin-il Kim	A Study on Supervised Classification of Remote Sensing Satellite Image by Bayesian Algorithm Using Average Fuzzy Intracluster Distance.	IWCIA	2004	DBLP DOI BibTeX RDF
2	Chris Stauffer	Minimally-Supervised Classification using Multiple Observation Sets.	ICCV	2003	DBLP DOI BibTeX RDF
2	Slavica Cosovic Bajic	Accuracy of a Supervised Classification of the Artificial Objects in Thermal Hyperspectral Images.	ICIAP	1999	DBLP DOI BibTeX RDF
2	Mark G. Kelly, David J. Hand, Niall M. Adams	Supervised Classification Problems: How to Be Both Judge and Jury.	IDA	1999	DBLP DOI BibTeX RDF
2	Pierre Comon, Yves Cheneval	Supervised Classification With Variable Kernel Estimators.	IWANN	1995	DBLP DOI BibTeX RDF
2	S. C. Chan, Andrew K. C. Wong	Synthesis and Recognition of Sequences.	IEEE Trans. Pattern Anal. Mach. Intell.	1991	DBLP DOI BibTeX RDF	sequences synthesis, sequences recognition, hierarchical sequence synthesis procedure, taxonomic hierarchy, unsupervised classification procedure, pattern recognition, probability, alignment, supervised classification, alphabet
1	Yanfei Zhong, Liangpei Zhang	An Adaptive Artificial Immune Network for Supervised Classification of Multi-/Hyperspectral Remote Sensing Imagery.	IEEE T. Geoscience and Remote Sensing	2012	DBLP DOI BibTeX RDF
1	Andrés M. Alonso, David Casado, Juan Romo	Supervised classification for functional data: A weighted distance approach.	Computational Statistics & Data Analysis	2012	DBLP DOI BibTeX RDF
1	Yunyun Wang, Songcan Chen, Zhi-Hua Zhou	New Semi-Supervised Classification Method Based on Modified Cluster Assumption.	IEEE Trans. Neural Netw. Learning Syst.	2012	DBLP DOI BibTeX RDF
1	Mohammad H. Rohban, Hamid R. Rabiee	Supervised neighborhood graph construction for semi-supervised classification.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Guo-Xian Yu, Guoji Zhang, Carlotta Domeniconi, Zhiwen Yu, Jane You	Semi-supervised classification based on random subspace dimensionality reduction.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Rafal Zdunek, Zhaoshui He	Nesterov's Iterations for NMF-Based Supervised Classification of Texture Patterns.	LVA/ICA	2012	DBLP DOI BibTeX RDF
1	Christine Preisach	Relational semi-supervised classification using multiple relations.		2011	RDF
1	Kestutis Ducinskas, Lijana Stabingiene	Expected Bayes Error Rate in Supervised Classification of Spatial Gaussian Data.	Informatica, Lith. Acad. Sci.	2011	DBLP BibTeX RDF
1	Anthony Fleury, Norbert Noury, Michel Vacher	Improving Supervised Classification of Activities of Daily Living Using Prior Knowledge.	IJEHMC	2011	DBLP BibTeX RDF
1	David Gacquer, Veronique Delcroix, François Delmotte, Sylvain Piechowiak	Comparative study of supervised classification algorithms for the detection of atmospheric pollution.	Eng. Appl. of AI	2011	DBLP DOI BibTeX RDF
1	Lu Cheng, Thomas R. Connor, David M. Aanensen, Brian G. Spratt, Jukka Corander	Bayesian semi-supervised classification of bacterial samples using MLST databases.	BMC Bioinformatics	2011	DBLP DOI BibTeX RDF
1	Matthias Jungmann, Margarete Kopal, Christoph Clauser, Thomas Berlage	Multi-class supervised classification of electrical borehole wall images using texture features.	Computers & Geosciences	2011	DBLP DOI BibTeX RDF
1	Danushka Bollegala, Yutaka Matsuo, Mitsuru Ishizuka	A Supervised Classification Approach for Measuring Relational Similarity between Word Pairs.	IEICE Transactions	2011	DBLP BibTeX RDF
1	Emilio Carrizosa, Belen Martin-Barragan, Dolores Romero Morales	Detecting relevant variables and interactions in supervised classification.	European Journal of Operational Research	2011	DBLP DOI BibTeX RDF
1	P. Llop, L. Forzani, Ricardo Fraiman	On local times, density estimation and supervised classification from functional data.	J. Multivariate Analysis	2011	DBLP DOI BibTeX RDF
1	Wenhua Xu, Zheng Qin, Yang Chang	Clustering feature decision trees for semi-supervised classification from high-speed data streams.	Journal of Zhejiang University - Science C	2011	DBLP DOI BibTeX RDF
1	Wenzhong Shi, Kimfung Liu, Hua Zhang	A study of supervised classification accuracy in fuzzy topological methods.	Int. J. Applied Earth Observation and Geoinformation	2011	DBLP DOI BibTeX RDF
1	Pu Wang, Thomas Weise, Raymond Chiong	Novel evolutionary algorithms for supervised classification problems: an experimental study.	Evolutionary Intelligence	2011	DBLP DOI BibTeX RDF
1	Nabila Bousbia, Jean-Marc Labat, Amar Balla, Issam Rebaï	Supervised classification on navigational behaviours in web-based learning systems to identify learning styles.	IJLT	2011	DBLP DOI BibTeX RDF
1	Jun Meng, LiXia Wu, Xiukun Wang, Tsauyoung Lin	Granulation-based symbolic representation of time series and semi-supervised classification.	Computers & Mathematics with Applications	2011	DBLP DOI BibTeX RDF
1	Xin Su, Chu He, Qian Feng, Xin-Ping Deng, Hong Sun	A Supervised Classification Method Based on Conditional Random Fields With Multiscale Region Connection Calculus Model for SAR Image.	IEEE Geosci. Remote Sensing Lett.	2011	DBLP DOI BibTeX RDF
1	Inmaculada Dopido, Maciel Zortea, Alberto Villa, Antonio Plaza, Paolo Gamba	Unmixing Prior to Supervised Classification of Remotely Sensed Hyperspectral Images.	IEEE Geosci. Remote Sensing Lett.	2011	DBLP DOI BibTeX RDF
1	Sun-Yuan Kung, Man-Wai Mak	PDA-SVM Hybrid: A Unified Model for Kernel-Based Supervised Classification.	Signal Processing Systems	2011	DBLP DOI BibTeX RDF
1	Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Rosa Chaves, Pablo Padilla, Manuel Gómez-Río	Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease.	Neurocomputing	2011	DBLP DOI BibTeX RDF
1	Ana Colubi, Gil González-Rodríguez, María Angeles Gil, Wolfgang Trutschnig	Nonparametric criteria for supervised classification of fuzzy data.	Int. J. Approx. Reasoning	2011	DBLP DOI BibTeX RDF
1	Mingyu Fan, Nannan Gu, Hong Qiao, Bo Zhang	Sparse regularization for semi-supervised classification.	Pattern Recognition	2011	DBLP DOI BibTeX RDF
1	Amin Mantrach, Nicolas van Zeebroeck, Pascal Francq, Masashi Shimbo, Hugues Bersini, Marco Saerens	Semi-supervised classification and betweenness computation on large, sparse, directed graphs.	Pattern Recognition	2011	DBLP DOI BibTeX RDF
1	G. Wiselin Jiji, Henry Selvaraj, G. Evelin Suji	Supervised Classification of White Blood Cells by Fusion of Color Texture Features and Neural Network.	International Journal of Computational Intelligence and Applications	2011	DBLP DOI BibTeX RDF
1	Haixian Wang	Semi-supervised classification of facial expression using a mixture of multivariate t distributions.	Expert Systems	2011	DBLP DOI BibTeX RDF
1	Mehrdad Farajtabar, Hamid R. Rabiee, Amirreza Shaban, Ali-Asghar Soltani-Farani	Efficient Iterative Semi-supervised Classification on Manifold.	ICDM Workshops	2011	DBLP DOI BibTeX RDF
1	Mingmin Chi, Jun Liu, Jiangfeng Bao, Jon Atli Benediktsson	Scalable semi-supervised classification of hyperspectral remote sensing data with spectral and spatial information.	IGARSS	2011	DBLP DOI BibTeX RDF
1	Moon-Kyung Kang, Kwang-Eun Kim, Seong-Jun Cho, Hoonyol Lee, Jae-Hee Lee	Wishart supervised classification results of C-band polarimetric GB-SAR image data.	IGARSS	2011	DBLP DOI BibTeX RDF
1	Adolfo Martínez Usó, Filiberto Pla, José Martínez Sotoca, Henry Anaya-Sánchez	Semi-supervised Classification by Probabilistic Relaxation.	CIARP	2011	DBLP DOI BibTeX RDF
1	César A. Astudillo, B. John Oommen	Semi-Supervised Classification Using Tree-Based Self-Organizing Maps.	Australasian Conference on Artificial Intelligence	2011	DBLP DOI BibTeX RDF
1	Han Wen, Nanfeng Xiao, Zhao Li	An enhanced EM method of semi-supervised classification based on Naive Bayesian.	FSKD	2011	DBLP DOI BibTeX RDF
1	B. S. Raghavendra, Ajit S. Bopardikar	Identification of CpG islands in DNA sequences using supervised classification.	BIBM Workshops	2011	DBLP DOI BibTeX RDF
1	Markus Gerke	Supervised Classification of Multiple View Images in Object Space for Seismic Damage Assessment.	PIA	2011	DBLP DOI BibTeX RDF
1	Anna Jurek, Yaxin Bi, Shengli Wu, Chris D. Nugent	Classification by Clusters Analysis - An Ensemble Technique in a Semi-supervised Classification.	ICTAI	2011	DBLP DOI BibTeX RDF
1	Amparo Albalate, Aparna Suchindranath, Wolfgang Minker	An Approach to Semi-supervised Classification using the Hungarian Algorithm.	ICAART	2011	DBLP BibTeX RDF
1	Xiaoliang Tang, Min Han	Ternary reversible extreme learning machines: the incremental tri-training method for semi-supervised classification.	Knowl. Inf. Syst.	2010	DBLP DOI BibTeX RDF
1	Enliang Hu, Songcan Chen, Xuesong Yin	Manifold contraction for semi-supervised classification.	SCIENCE CHINA Information Sciences	2010	DBLP DOI BibTeX RDF
1	Roman Katz, Juan I. Nieto, Eduardo Mario Nebot, Bertrand Douillard	Track-based self-supervised classification of dynamic obstacles.	Auton. Robots	2010	DBLP BibTeX RDF
1	K. Perumal, R. Bhaskaran	Supervised Classification Performance of Multispectral Images	CoRR	2010	DBLP BibTeX RDF
1	Moamar Sayed Mouchaweh	Semi-supervised classification method for dynamic applications.	Fuzzy Sets and Systems	2010	DBLP DOI BibTeX RDF
1	Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Miguel Angel Medina-Pérez, José Ruiz-Shulcloper	LCMine: An efficient algorithm for mining discriminative regularities and its application in supervised classification.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1	Michal Draminski, Marcin Kierczak, Jacek Koronacki, Henryk Jan Komorowski	Monte Carlo Feature Selection and Interdependency Discovery in Supervised Classification.	Advances in Machine Learning II	2010	DBLP DOI BibTeX RDF
1	Pablo Rivas-Perea, José-Gerardo Rosiles, Mario Ignacio Chacon Murguia, James Tilton	Automatic Dust Storm Detection Based on Supervised Classification of Multispectral Data.	Soft Computing for Recognition Based on Biometrics	2010	DBLP DOI BibTeX RDF
1	Biao Xiong, Wanshou Jiang, Feng Zhang	Semi-Supervised Classification considering space and spectrum constraint for Remote Sensing Imagery.	Geoinformatics	2010	DBLP DOI BibTeX RDF
1	Marc Boullé	Simultaneous Partitioning of Input and Class Variables for Supervised Classification Problems with Many Classes.	EGC (best of volume)	2010	DBLP DOI BibTeX RDF
1	Hugo Hernault, Danushka Bollegala, Mitsuru Ishizuka	Towards Semi-Supervised Classification of Discourse Relations using Feature Correlations.	SIGDIAL Conference	2010	DBLP BibTeX RDF
1	Saúl Solorio-Fernández, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad	Hybrid Feature Selection Method for Supervised Classification Based on Laplacian Score Ranking.	MCPR	2010	DBLP DOI BibTeX RDF
1	Milton García-Borroto, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa	A New Emerging Pattern Mining Algorithm and Its Application in Supervised Classification.	PAKDD	2010	DBLP DOI BibTeX RDF