Search results for "multi-label"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Zhengxiang Wang, Yiqun Hu, Liang-Tien Chia	Multi-label learning by Image-to-Class distance for scene classification and image annotation.	CIVR	2010	DBLP DOI BibTeX RDF	Image-to-Class distance, multi-label learning, automatic image annotation, scene classification
3	Min-Ling Zhang, Kun Zhang	Multi-label learning by exploiting label dependency.	KDD	2010	DBLP DOI BibTeX RDF	multi-label learning, machine learning, bayesian network
3	Min-Ling Zhang	Ml-rbf : RBF Neural Networks for Multi-Label Learning.	Neural Processing Letters	2009	DBLP DOI BibTeX RDF	Multi-label learning, Machine learning, Radial basis function, k-means clustering
3	Rosane Maria Maffei Vallim, Thyago S. P. C. Duque, David E. Goldberg, André C. P. L. F. Carvalho	The multi-label OCS with a genetic algorithm for rule discovery: implementation and first results.	GECCO	2009	DBLP DOI BibTeX RDF	ocs, ga, lcs, multi-label classification
3	Lei Tang, Suju Rajan, Vijay K. Narayanan	Large scale multi-label classification via metalabeler.	WWW	2009	DBLP DOI BibTeX RDF	metalabeler, meta model, large scale, hierarchical classification, multi-label classification, query categorization
3	Alexandre Dupas, Guillaume Damiand, Jacques-Olivier Lachaud	Multi-Label Simple Points Definition for 3D Images Digital Deformable Model.	DGCI	2009	DBLP DOI BibTeX RDF	Multi-Label Image, Deformable Model, Simple Point
3	Wei Qu, Yang Zhang, Junping Zhu, Qiang Qiu	Mining Multi-label Concept-Drifting Data Streams Using Dynamic Classifier Ensemble.	ACML	2009	DBLP DOI BibTeX RDF	Binary Relevance, Dynamic Classifier Ensemble, Data Stream, Concept Drift, Multi-label
3	Bishan Yang, Jian-Tao Sun, Tengjiao Wang, Zheng Chen	Effective multi-label active learning for text classification.	KDD	2009	DBLP DOI BibTeX RDF	support vector machines, active learning, text classification, multi-label classification
3	Celine Vens, Jan Struyf, Leander Schietgat, Saso Dzeroski, Hendrik Blockeel	Decision trees for hierarchical multi-label classification.	Machine Learning	2008	DBLP DOI BibTeX RDF	Precision-recall analysis, Decision trees, Hierarchical classification, Multi-label classification, Functional genomics
3	Thomas Lingner, Peter Meinicke	Fast Target Set Reduction for Large-Scale Protein Function Prediction: A Multi-class Multi-label Machine Learning Approach.	WABI	2008	DBLP DOI BibTeX RDF	Pfam, target set reduction, machine learning, large-scale, protein classification, multi-class, metagenomics, homology search, protein function prediction, multi-label
3	Jingdong Wang, Yinghai Zhao, Xiuqing Wu, Xian-Sheng Hua	Transductive multi-label learning for video concept detection.	Multimedia Information Retrieval	2008	DBLP DOI BibTeX RDF	multi-label interdependence, transductive learning, video concept detection
3	Roberto Teixeira Alves, Myriam Regattieri Delgado, Alex Alves Freitas	Multi-label Hierarchical Classification of Protein Functions with Artificial Immune Systems.	BSB	2008	DBLP DOI BibTeX RDF	Hierarchical and Multi-label Classification, Prediction of Protein Function, Artificial Immune System
3	Xian-Sheng Hua, Guo-Jun Qi	Online multi-label active annotation: towards large-scale content-based video search.	ACM Multimedia	2008	DBLP DOI BibTeX RDF	multi-label active learning, online learning, video annotation
3	Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye	Extracting shared subspace for multi-label classification.	KDD	2008	DBLP DOI BibTeX RDF	shared subspace, least squares, multi-label classification
3	Liang Sun, Shuiwang Ji, Jieping Ye	Hypergraph spectral learning for multi-label classification.	KDD	2008	DBLP DOI BibTeX RDF	spectral learning, efficiency, regularization, least squares, hypergraph, multi-label classification, canonical correlation analysis
3	Rong Yan, Jelena Tesic, John R. Smith	Model-shared subspace boosting for multi-label classification.	KDD	2007	DBLP DOI BibTeX RDF	multi-label classification, random subspace methods
3	Kai Yu, Shipeng Yu, Volker Tresp	Multi-label informed latent semantic indexing.	SIGIR	2005	DBLP DOI BibTeX RDF	supervised projection, dimensionality reduction, latent semantic indexing, multi-label classification
3	Nadia Ghamrawi, Andrew McCallum	Collective multi-label classification.	CIKM	2005	DBLP DOI BibTeX RDF	machine learning, classification, uncertainty, statistical learning, multi-label
3	Francesco De Comité, Rémi Gilleron, Marc Tommasi	Learning Multi-label Alternating Decision Trees from Texts and Data.	MLDM	2003	DBLP DOI BibTeX RDF	alternating decision trees, multi-label problems, text mining, boosting
2	Miroslav Kubat, Kanoksri Sarinnapakorn, Sareewan Dendamrongvit	Induction in Multi-Label Text Classification Domains.	Advances in Machine Learning II	2010	DBLP DOI BibTeX RDF	Classifier induction, multi-label examples, text classification, information fusion, Dempster-Shafer theory
2	Xiangyang Xue, Hangzai Luo, Jianping Fan	Structured max-margin learning for multi-label image annotation.	CIVR	2010	DBLP DOI BibTeX RDF	structured max-margin learning, visual concept network, image classification
2	Stefanie Nowak, Ainhoa Llorente, Enrico Motta, Stefan M. Rüger	The effect of semantic relatedness measures on multi-label classification evaluation.	CIVR	2010	DBLP DOI BibTeX RDF	evaluation, benchmark, WordNet, image annotation, evaluation measures
2	Yan Yan, Glenn Fung, Jennifer G. Dy, Rómer Rosales	Medical coding classification by leveraging inter-code relationships.	KDD	2010	DBLP DOI BibTeX RDF	large margin, medical coding, classification, multi-label classification, L1 regularization, medical data mining
2	Siddharth Gopal, Yiming Yang	Multilabel classification with meta-level features.	SIGIR	2010	DBLP DOI BibTeX RDF	learning to rank, multi-label classification, comparative evaluation, model design
2	Jesse Read, Bernhard Pfahringer, Geoffrey Holmes, Eibe Frank	Classifier Chains for Multi-label Classification.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
2	Olga Veksler	Multi-label Moves for MRFs with Truncated Convex Priors.	EMMCVPR	2009	DBLP DOI BibTeX RDF
2	Ghassan Hamarneh	Multi-label MRF Optimization via a Least Squares s - t Cut.	ISVC	2009	DBLP DOI BibTeX RDF
2	Zoulficar Younes, Fahed Abdallah, Thierry Denoeux	An Evidence-Theoretic k-Nearest Neighbor Rule for Multi-label Classification.	SUM	2009	DBLP DOI BibTeX RDF
2	Syed Nadeem Ahsan, Javed Ferzund, Franz Wotawa	Automatic Classification of Software Change Request Using Multi-label Machine Learning Methods.	SEW	2009	DBLP DOI BibTeX RDF	bug triage, machine learning, information retrieval, software maintenance, multi-label
2	José Luis Ávila-Jiménez, Eva Lucrecia Gibaja Galindo, Sebastián Ventura	Multi-label Classification with Gene Expression Programming.	HAIS	2009	DBLP DOI BibTeX RDF
2	José Luis Ávila-Jiménez, Eva Lucrecia Gibaja Galindo, Amelia Zafra, Sebastián Ventura	A Niching Algorithm to Learn Discriminant Functions with Multi-Label Patterns.	IDEAL	2009	DBLP DOI BibTeX RDF
2	Elena P. Sapozhnikova	Multi-label Classification with ART Neural Networks.	WKDD	2009	DBLP DOI BibTeX RDF
2	Zhiwu Lu, Horace Ho-Shing Ip, Qizhen He	Context-based multi-label image annotation.	CIVR	2009	DBLP DOI BibTeX RDF	keyword propagation, multilabel learning, visual keywords, kernel methods, automatic image annotation
2	Andrea Esuli, Fabrizio Sebastiani	Active Learning Strategies for Multi-Label Text Classification.	ECIR	2009	DBLP DOI BibTeX RDF
2	Shuangping Huang, Lianwen Jin	A PLSA-Based Semantic Bag Generator with Application to Natural Scene Classification under Multi-instance Multi-label Learning Framework.	ICIG	2009	DBLP DOI BibTeX RDF	semantic categories, multi-instance multi-label, bag generator, pLSA, natural scenes
2	Elena P. Sapozhnikova	ART-Based Neural Networks for Multi-label Classification.	IDA	2009	DBLP DOI BibTeX RDF
2	Chandrasekar Ramachandran, Rahul Malik, Xin Jin, Jing Gao, Klara Nahrstedt, Jiawei Han	VideoMule: a consensus learning approach to multi-label classification from noisy user-generated videos.	ACM Multimedia	2009	DBLP DOI BibTeX RDF	multimodal information processing, video classification
2	Kivanc M. Ozonat, Donald Young	Towards a universal marketplace over the web: statistical multi-label classification of service provider forms with simulated annealing.	KDD	2009	DBLP DOI BibTeX RDF	multi-label clustering, e-commerce, web forms, statistical classification
2	Patrick Marques Ciarelli, Elias Oliveira	An Enhanced Probabilistic Neural Network Approach Applied to Text Classification.	CIARP	2009	DBLP DOI BibTeX RDF	Multi-label Problem, Information Retrieval, Probabilistic Neural Network
2	Rongrong Ji, Hongxun Yao, Pengfei Xu, Xiaoshuai Sun	Visual and textual fusion for semantically supervised region-based retrieval.	Multimedia Syst.	2009	DBLP DOI BibTeX RDF	Visual and textual fusion, Multi-label annotation, Pairwise coupling, Bayesian formulation, Soft region matching, Visual dictionary, Visual and textual learning, Image retrieval, Relevance feedback, Image annotation, Bagging
2	Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani	Boosting multi-label hierarchical text categorization.	Inf. Retr.	2008	DBLP DOI BibTeX RDF	Hierarchical text classification, Boosting
2	Rosane Maria Maffei Vallim, David E. Goldberg, Xavier Llorà, Thyago S. P. C. Duque, André C. P. L. F. Carvalho	A new approach for multi-label classification based on default hierarchies and organizational learning.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	default hierarchies, organizational sizing, LCS
2	Hongning Wang, Minlie Huang, Xiaoyan Zhu	A Generative Probabilistic Model for Multi-label Classification.	ICDM	2008	DBLP DOI BibTeX RDF
2	Jesse Read, Bernhard Pfahringer, Geoffrey Holmes	Multi-label Classification Using Ensembles of Pruned Sets.	ICDM	2008	DBLP DOI BibTeX RDF
2	Min-Ling Zhang, Zhi-Hua Zhou	M3MIML: A Maximum Margin Method for Multi-instance Multi-label Learning.	ICDM	2008	DBLP DOI BibTeX RDF
2	Bo Li, Hong Li, Min Wu, Ping Li	Multi-label Classification based on Association Rules with Application to Scene Classification.	ICYCS	2008	DBLP DOI BibTeX RDF
2	Thomas Pock, Thomas Schoenemann, Gottfried Graber, Horst Bischof, Daniel Cremers	A Convex Formulation of Continuous Multi-label Problems.	ECCV	2008	DBLP DOI BibTeX RDF
2	Pushmeet Kohli, Alexander Shekhovtsov, Carsten Rother, Vladimir Kolmogorov, Philip H. S. Torr	On partial optimality in multi-label MRFs.	ICML	2008	DBLP DOI BibTeX RDF
2	Gang Zeng, Luc J. Van Gool	Multi-label image segmentation via point-wise repetition.	CVPR	2008	DBLP DOI BibTeX RDF
2	Karteek Alahari, Pushmeet Kohli, Philip H. S. Torr	Reduce, reuse & recycle: Efficiently solving multi-label MRFs.	CVPR	2008	DBLP DOI BibTeX RDF
2	Zheng-Jun Zha, Xian-Sheng Hua, Tao Mei, Jingdong Wang, Guo-Jun Qi, Zengfu Wang	Joint multi-label multi-instance learning for image classification.	CVPR	2008	DBLP DOI BibTeX RDF
2	Srikumar Ramalingam, Pushmeet Kohli, Karteek Alahari, Philip H. S. Torr	Exact inference in multi-label CRFs with higher order cliques.	CVPR	2008	DBLP DOI BibTeX RDF
2	Mei Wang, Xiangdong Zhou, Tat-Seng Chua	Automatic image annotation via local multi-label classification.	CIVR	2008	DBLP DOI BibTeX RDF	maximum margin clustering, automatic image annotation, multi-label classification
2	Elias Oliveira, Patrick Marques Ciarelli, Alberto Ferreira de Souza, Claudine Badue	Using a Probabilistic Neural Network for a Large Multi-label Problem.	SBRN	2008	DBLP DOI BibTeX RDF
2	Claudine Badue, Felipe Pedroni, Alberto Ferreira de Souza	Multi-label Text Categorization Using VG-RAM Weightless Neural Networks.	SBRN	2008	DBLP DOI BibTeX RDF
2	Gorn Tepvorachai, Christos A. Papachristou	Multi-label imbalanced data enrichment process in neural net classifier training.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Aiwen Jiang, Chunheng Wang, Yuanping Zhu	Calibrated Rank-SVM for multi-label image categorization.	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	Adriano Veloso, Wagner Meira Jr., Marcos André Gonçalves, Mohammed Javeed Zaki	Multi-label Lazy Associative Classification.	PKDD	2007	DBLP DOI BibTeX RDF
2	Wei Li 0026, Maosong Sun, Christopher Habel	Multi-modal Multi-label Semantic Indexing of Images Based on Hybrid Ensemble Learning.	PCM	2007	DBLP DOI BibTeX RDF
2	Weizhu Chen, Jun Yan, Benyu Zhang, Zheng Chen, Qiang Yang	Document Transformation for Multi-label Feature Selection in Text Categorization.	ICDM	2007	DBLP DOI BibTeX RDF
2	Jean-Philippe Pons, Florent Ségonne, Jean-Daniel Boissonnat, Laurent Rineau, Mariette Yvinec, Renaud Keriven	High-Quality Consistent Meshing of Multi-label Datasets.	IPMI	2007	DBLP DOI BibTeX RDF
2	Branislav Micusík, Tomás Pajdla	Multi-label image segmentation via max-sum solver.	CVPR	2007	DBLP DOI BibTeX RDF
2	Zhi-Hua Zhou	Mining Ambiguous Data with Multi-instance Multi-label Representation.	ADMA	2007	DBLP DOI BibTeX RDF
2	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Tao Mei, Hong-Jiang Zhang	Correlative multi-label video annotation.	ACM Multimedia	2007	DBLP DOI BibTeX RDF	concept correlation, video annotation, multi-labeling
2	Allen Chan, Alex Alves Freitas	A new ant colony algorithm for multi-label classification with applications in bioinfomatics.	GECCO	2006	DBLP DOI BibTeX RDF	data mining, bioinformatics, ant colony optimization
2	Alicja Wieczorkowska, Piotr Synak	Quality Assessment of k-NN Multi-label Classification for Music Data.	ISMIS	2006	DBLP DOI BibTeX RDF
2	Mikhail Petrovskiy	Paired Comparisons Method for Solving Multi-Label Learning Problem.	HIS	2006	DBLP DOI BibTeX RDF
2	Wei Li 0026, Maosong Sun	Incorporating Prior Knowledge into Multi-label Boosting for Cross-Modal Image Annotation and Retrieval.	AIRS	2006	DBLP DOI BibTeX RDF
2	Ming Wu, Rong Jin	A graph-based framework for relation propagation and its application to multi-label learning.	SIGIR	2006	DBLP DOI BibTeX RDF	relation propagation, semi-supervised learning, label propagation, graph laplacian
2	Arturo Montejo Ráez, Luis Alfonso Ureña López	Selection Strategies for Multi-label Text Categorization.	FinTAL	2006	DBLP DOI BibTeX RDF
2	Feng Kang, Rong Jin, Rahul Sukthankar	Correlated Label Propagation with Application to Multi-label Learning.	CVPR	2006	DBLP DOI BibTeX RDF
2	Tao Li, Chengliang Zhang, Shenghuo Zhu	Empirical Studies on Multi-label Classification.	ICTAI	2006	DBLP DOI BibTeX RDF
2	Ken Chen, Bao-Liang Lu, James T. Kwok	Efficient Classification of Multi-label and Imbalanced Data using Min-Max Modular Classifiers.	IJCNN	2006	DBLP DOI BibTeX RDF
2	Andrew Skabar, Dennis Wollersheim, Tim Whitfort	Multi-label Classification of Gene Function using MLPs.	IJCNN	2006	DBLP DOI BibTeX RDF
2	Andrea Esuli, Tiziano Fagni, Fabrizio Sebastiani	TreeBoost.MH: A Boosting Algorithm for Multi-label Hierarchical Text Categorization.	SPIRE	2006	DBLP DOI BibTeX RDF
2	Fadi A. Thabtah, Peter I. Cowling, Yonghong Peng	Multiple labels associative classification.	Knowl. Inf. Syst.	2006	DBLP DOI BibTeX RDF	Data mining, Scheduling, Classification, Association rule, Frequent itemset, Multi-label classification, Hyperheuristic
2	Xiao Luo, A. Nur Zincir-Heywood	Evaluation of Two Systems on Multi-class Multi-label Document Classification.	ISMIS	2005	DBLP DOI BibTeX RDF
2	Shuai Zhang, Daniel Neagu, Catalin Balescu	Refinement of Clustering Solutions Using a Multi-label Voting Algorithm for Neuro-fuzzy Ensembles.	ICNC	2005	DBLP DOI BibTeX RDF
2	Daniel Neagu, Shuai Zhang, Catalin Balescu	A Multi-Label Voting Algorithm for Neuro-Fuzzy Classifier Ensembles with Applications in Visual Arts Data Mining.	ISDA	2005	DBLP DOI BibTeX RDF
2	Min-Ling Zhang, Zhi-Hua Zhou	A k-nearest neighbor based algorithm for multi-label classification.	GrC	2005	DBLP DOI BibTeX RDF
2	Yi Feng 0004, Zhaohui Wu, Zhongmei Zhou	Multi-label Text Categorization Using K-Nearest Neighbor Approach with M-Similarity.	SPIRE	2005	DBLP DOI BibTeX RDF
2	Klaus Brinker	On Active Learning in Multi-label Classification.	GfKl	2005	DBLP DOI BibTeX RDF
2	Fadi A. Thabtah, Peter I. Cowling, Yonghong Peng	MMAC: A New Multi-Class, Multi-Label Associative Classification Approach.	ICDM	2004	DBLP DOI BibTeX RDF
2	Hua Li, Abderrahim Elmoataz, Mohamed-Jalal Fadili, Su Ruan	A Multi-Label Front Propagation Approach for Object Segmentation.	ICPR	2004	DBLP DOI BibTeX RDF
2	Junli Chen, Xuezhong Zhou, Zhaohui Wu	A Multi-Label Chinese Text Categorization System Based on Boosting Algorithm.	CIT	2004	DBLP DOI BibTeX RDF
2	Leo Grady, Gareth Funka-Lea	Multi-label Image Segmentation for Medical Applications Based on Graph-Theoretic Electrical Potentials.	ECCV Workshops CVAMIA and MMBIA	2004	DBLP DOI BibTeX RDF
2	David Vilar, María José Castro, Emilio Sanchis	Multi-label Text Classification Using Multinomial Models.	EsTAL	2004	DBLP DOI BibTeX RDF
2	Torsten Rohlfing, Daniel B. Russakoff, Calvin R. Maurer Jr.	Expectation Maximization Strategies for Multi-atlas Multi-label Segmentation.	IPMI	2003	DBLP DOI BibTeX RDF
2	Binhai Zhu, Chung Keung Poon	Efficient Approximation Algorithms for Multi-label Map Labeling.	ISAAC	1999	DBLP DOI BibTeX RDF
1	Stéphane Peters, Yann Jacob, Ludovic Denoyer, Patrick Gallinari	Iterative Multi-label Multi-relational Classification Algorithm for complex social networks.	Social Netw. Analys. Mining	2012	DBLP DOI BibTeX RDF
1	Jung-Yi Jiang, Shian-Chi Tsai, Shie-Jue Lee	FSKNN: Multi-label text categorization based on fuzzy similarity and k nearest neighbors.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Jianhua Xu	An efficient multi-label support vector machine with a zero label.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Everton Alvares Cherman, Jean Metz, Maria Carolina Monard	Incorporating label dependency into the binary relevance framework for multi-label classification.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Vivian F. López Batista, Fernando de la Prieta, Mitsunori Ogihara, Ding Ding Wong	A model for multi-label classification and ranking of learning objects.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Xiangnan Kong, Philip S. Yu	gMLC: a multi-label feature selection framework for graph classification.	Knowl. Inf. Syst.	2012	DBLP DOI BibTeX RDF
1	Jianjun He, Hong Gu, Zhelong Wang	Multi-instance multi-label learning based on Gaussian process with application to visual mobile robot navigation.	Inf. Sci.	2012	DBLP DOI BibTeX RDF
1	Yi Zhang, Jeff Schneider	A Composite Likelihood View for Multi-Label Classification.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Tianyi Zhou, Dacheng Tao	Multi-label Subspace Ensemble.	Journal of Machine Learning Research - Proceedings Track	2012	DBLP BibTeX RDF
1	Thierry Denoeux, Marie-Hélène Masson	Evidential reasoning in large partially ordered sets - Application to multi-label classification, ensemble clustering and preference aggregation.	Annals OR	2012	DBLP DOI BibTeX RDF