Search results for "Multi-label classification"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
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	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	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
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	Zoulficar Younes, Fahed Abdallah, Thierry Denoeux	An Evidence-Theoretic k-Nearest Neighbor Rule for Multi-label Classification.	SUM	2009	DBLP DOI BibTeX RDF
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	Elena P. Sapozhnikova	Multi-label Classification with ART Neural Networks.	WKDD	2009	DBLP DOI BibTeX RDF
2	Elena P. Sapozhnikova	ART-Based Neural Networks for Multi-label Classification.	IDA	2009	DBLP DOI BibTeX RDF
2	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
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	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	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	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	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	Andrew Skabar, Dennis Wollersheim, Tim Whitfort	Multi-label Classification of Gene Function using MLPs.	IJCNN	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	Nadia Ghamrawi, Andrew McCallum	Collective multi-label classification.	CIKM	2005	DBLP DOI BibTeX RDF	machine learning, classification, uncertainty, statistical learning, multi-label
2	Klaus Brinker	On Active Learning in Multi-label Classification.	GfKl	2005	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	Yi Zhang, Jeff Schneider	A Composite Likelihood View for Multi-Label Classification.	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
1	Sawsan Kanj, Fahed Abdallah, Thierry Denoeux	Evidential Multi-label Classification Using the Random k-Label Sets Approach.	Belief Functions	2012	DBLP DOI BibTeX RDF
1	Eakasit Pacharawongsakda, Thanaruk Theeramunkong	Towards More Efficient Multi-label Classification Using Dependent and Independent Dual Space Reduction.	PAKDD	2012	DBLP DOI BibTeX RDF
1	Noor Alaydie, Chandan K. Reddy, Farshad Fotouhi	Exploiting Label Dependency for Hierarchical Multi-label Classification.	PAKDD	2012	DBLP DOI BibTeX RDF
1	Gjorgji Madjarov, Dejan Gjorgjevikj	Hybrid Decision Tree Architecture Utilizing Local SVMs for Multi-Label Classification.	HAIS	2012	DBLP DOI BibTeX RDF
1	Sergeja Vogrincic, Zoran Bosnic	Ontology-based multi-label classification of economic articles.	Comput. Sci. Inf. Syst.	2011	DBLP DOI BibTeX RDF
1	Chun-Sung Ferng, Hsuan-Tien Lin	Multi-label Classification with Error-correcting Codes.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	Jesse Read, Albert Bifet, Geoff Holmes, Bernhard Pfahringer	Streaming Multi-label Classification.	Journal of Machine Learning Research - Proceedings Track	2011	DBLP BibTeX RDF
1	Jesse Read, Bernhard Pfahringer, Geoff Holmes, Eibe Frank	Classifier chains for multi-label classification.	Machine Learning	2011	DBLP DOI BibTeX RDF
1	Konstantinos Trohidis, Grigorios Tsoumakas, George Kalliris, Ioannis P. Vlahavas	Multi-label classification of music by emotion.	EURASIP J. Audio, Speech and Music Processing	2011	DBLP DOI BibTeX RDF
1	José Luis Ávila-Jiménez, Eva Lucrecia Gibaja Galindo, Amelia Zafra, Sebastián Ventura	A Gene Expression Programming Algorithm for Multi-Label Classification.	Multiple-Valued Logic and Soft Computing	2011	DBLP BibTeX RDF
1	Jianhua Xu	An extended one-versus-rest support vector machine for multi-label classification.	Neurocomputing	2011	DBLP DOI BibTeX RDF
1	Florian Brucker, Fernando Benites, Elena P. Sapozhnikova	Multi-label classification and extracting predicted class hierarchies.	Pattern Recognition	2011	DBLP DOI BibTeX RDF
1	Guangzhi Qu, Hui Zhang, Craig T. Hartrick	Multi-label classification with Bayes' theorem.	BMEI	2011	DBLP DOI BibTeX RDF
1	Kaveh Ahmadi Abhari, Ali Hamzeh, Sattar Hashemi	Voting based learning classifier system for multi-label classification.	GECCO (Companion)	2011	DBLP DOI BibTeX RDF
1	Tiago Amador Coelho, Ahmed Ali Abdalla Esmin, Wagner Meira Jr.	Particle swarm optimization for multi-label classification.	GECCO (Companion)	2011	DBLP DOI BibTeX RDF
1	Lena Chekina, Lior Rokach, Bracha Shapira	Meta-learning for Selecting a Multi-label Classification Algorithm.	ICDM Workshops	2011	DBLP DOI BibTeX RDF
1	Yuhong Guo, Suicheng Gu	Multi-Label Classification Using Conditional Dependency Networks.	IJCAI	2011	DBLP BibTeX RDF
1	Florian Brucker, Fernando Benites, Elena P. Sapozhnikova	An Empirical Comparison of Flat and Hierarchical Performance Measures for Multi-Label Classification with Hierarchy Extraction.	KES	2011	DBLP DOI BibTeX RDF
1	Rodrigo Alfaro, Héctor Allende	Text Representation in Multi-label Classification: Two New Input Representations.	ICANNGA	2011	DBLP DOI BibTeX RDF
1	Gjorgji Madjarov, Dejan Gjorgjevikj, Saso Dzeroski	Dual Layer Voting Method for Efficient Multi-label Classification.	IbPRIA	2011	DBLP DOI BibTeX RDF
1	Chaker Jebari	An Improved Centroid-Based Approach for Multi-label Classification of Web Pages by Genre.	ICTAI	2011	DBLP DOI BibTeX RDF
1	Vivian F. López Batista, Fernando Prieta Pintado, Ana Belén Gil, Sara Rodríguez, María N. Moreno García	A System for Multi-label Classification of Learning Objects.	SOCO	2011	DBLP DOI BibTeX RDF
1	Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan	Optimal batch selection for active learning in multi-label classification.	ACM Multimedia	2011	DBLP DOI BibTeX RDF
1	Antonio Jesús Rivera Rivas, Francisco Charte, M. Dolores Pérez-Godoy, María José del Jesús	Multi-label Testing for CO2RBFN: A First Approach to the Problem Transformation Methodology for Multi-label Classification.	IWANN	2011	DBLP DOI BibTeX RDF
1	Gauthier Doquire, Michel Verleysen	Feature Selection for Multi-label Classification Problems.	IWANN	2011	DBLP DOI BibTeX RDF
1	Hitesh Sajnani, Sara Javanmardi, David W. McDonald, Cristina Videira Lopes	Multi-Label Classification of Short Text: A Study on Wikipedia Barnstars.	Analyzing Microtext	2011	DBLP BibTeX RDF
1	Chaokun Wang, Wei Zheng, Zhang Liu, Yiyuan Bai, Jianmin Wang 0001	Using random walks for multi-label classification.	CIKM	2011	DBLP DOI BibTeX RDF
1	Fernando E. B. Otero, Alex Alves Freitas, Colin G. Johnson	A hierarchical multi-label classification ant colony algorithm for protein function prediction.	Memetic Computing	2010	DBLP DOI BibTeX RDF
1	Benhui Chen, Weifeng Gu, Jinglu Hu	An improved multi-label classification method and its application to functional genomics.	I. J. Computational Biology and Drug Design	2010	DBLP DOI BibTeX RDF
1	Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye	A shared-subspace learning framework for multi-label classification.	TKDD	2010	DBLP DOI BibTeX RDF
1	Aiyesha Ma, Ishwar K. Sethi, Nilesh V. Patel	Multi-Label Classification Method for Multimedia Tagging.	IJMDEM	2010	DBLP DOI BibTeX RDF
1	Phanu Waraporn, Phayung Meesad, Gareth Clayton	Ontology-supported processing of clinical text using medical knowledge integration for multi-label classification of diagnosis coding	CoRR	2010	DBLP BibTeX RDF
1	Krzysztof Dembczynski, Willem Waegeman, Weiwei Cheng, Eyke Hüllermeier	Regret Analysis for Performance Metrics in Multi-Label Classification: The Case of Hamming and Subset Zero-One Loss.	ECML/PKDD	2010	DBLP DOI BibTeX RDF
1	Tomoya Sakai, Hayato Itoh, Atsushi Imiya	Multi-label Classification for Image Annotation via Sparse Similarity Voting.	ACCV Workshops	2010	DBLP DOI BibTeX RDF
1	Weifeng Gu, Benhui Chen, Jinglu Hu	Combining binary-SVM and pairwise label constraints for multi-label classification.	SMC	2010	DBLP DOI BibTeX RDF
1	Gulisong Nasierding, Abbas Z. Kouzani	Image to Text Translation by Multi-Label Classification.	ICIC	2010	DBLP DOI BibTeX RDF
1	Tingting Mu, Sophia Ananiadou	Proximity-based Graph Embeddings for Multi-label Classification.	KDIR	2010	DBLP BibTeX RDF
1	Everton Alvares Cherman, Jean Metz, Maria Carolina Monard	A Simple Approach to Incorporate Label Dependency in Multi-label Classification.	MICAI	2010	DBLP DOI BibTeX RDF
1	Xiatian Zhang, Quan Yuan, Shiwan Zhao, Wei Fan, Wentao Zheng, Zhong Wang	Multi-label Classification without the Multi-label Cost.	SDM	2010	DBLP BibTeX RDF
1	Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski	Detection of Visual Concepts and Annotation of Images Using Ensembles of Trees for Hierarchical Multi-Label Classification.	ICPR Contests	2010	DBLP DOI BibTeX RDF
1	Gjorgji Madjarov, Dejan Gjorgjevikj, Tomche Delev	Efficient Two Stage Voting Architecture for Pairwise Multi-label Classification.	Australasian Conference on Artificial Intelligence	2010	DBLP DOI BibTeX RDF
1	José Luis Ávila-Jiménez, Eva Lucrecia Gibaja Galindo, Sebastián Ventura	Evolving Multi-label Classification Rules with Gene Expression Programming: A Preliminary Study.	HAIS	2010	DBLP DOI BibTeX RDF
1	Gulisong Nasierding, Abbas Z. Kouzani	Empirical Study of Multi-label Classification Methods for Image Annotation and Retrieval.	DICTA	2010	DBLP DOI BibTeX RDF
1	Benhui Chen, Jinglu Hu	Hierarchical Multi-label Classification incorporating prior information for gene function prediction.	ISDA	2010	DBLP DOI BibTeX RDF
1	Eva Lucrecia Gibaja Galindo, Manuel Victoriano, José Luis Ávila-Jiménez, Sebastián Ventura	A TDIDT technique for multi-label classification.	ISDA	2010	DBLP DOI BibTeX RDF
1	Bharath Hariharan, Lihi Zelnik-Manor, S. V. N. Vishwanathan, Manik Varma	Large Scale Max-Margin Multi-Label Classification with Priors.	ICML	2010	DBLP BibTeX RDF
1	Roberto Teixeira Alves, Miguel Delgado, Alex Alves Freitas	Knowledge discovery with Artificial Immune Systems for hierarchical multi-label classification of protein functions.	FUZZ-IEEE	2010	DBLP DOI BibTeX RDF
1	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
1	Jianhua Xu	Constructing a Fast Algorithm for Multi-label Classification with Support Vector Data Description.	GrC	2010	DBLP DOI BibTeX RDF
1	Marios Ioannou, George Sakkas, Grigorios Tsoumakas, Ioannis P. Vlahavas	Obtaining Bipartitions from Score Vectors for Multi-Label Classification.	ICTAI	2010	DBLP DOI BibTeX RDF
1	Fotini Markatopoulou, Grigorios Tsoumakas, Ioannis P. Vlahavas	Instance-Based Ensemble Pruning via Multi-Label Classification.	ICTAI	2010	DBLP DOI BibTeX RDF
1	Zoulficar Younes, Fahed Abdallah, Thierry Denoeux	Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels.	IPMU	2010	DBLP DOI BibTeX RDF
1	Benhui Chen, Weifeng Gu, Jinglu Hu	An improved multi-label classification based on label ranking and delicate boundary SVM.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Fernando Benites, Florian Brucker, Elena P. Sapozhnikova	Multi-label classification by ART-based neural networks and hierarchy extraction.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Amrudin Agovic, Hanhuai Shan, Arindam Banerjee	Analyzing Aviation Safety Reports: From Topic Modeling to Scalable Multi-Label Classification.	CIDU	2010	DBLP BibTeX RDF
1	Buyue Qian, Ian Davidson	Semi-Supervised Dimension Reduction for Multi-Label Classification.	AAAI	2010	DBLP BibTeX RDF
1	Hua Wang, Chris H. Q. Ding, Heng Huang	Multi-Label Classification: Inconsistency and Class Balanced K-Nearest Neighbor.	AAAI	2010	DBLP BibTeX RDF
1	Xiaotong Lin, Xue-wen Chen	Mr.KNN: soft relevance for multi-label classification.	CIKM	2010	DBLP DOI BibTeX RDF
1	Plaban Kumar Bhowmick	Reader Perspective Emotion Analysis in Text through Ensemble based Multi-Label Classification Framework.	Computer and Information Science	2009	DBLP BibTeX RDF
1	Grigorios Tsoumakas, Ioannis Katakis	Multi-Label Classification.	Database Technologies: Concepts, Methodologies, Tools, and Applications	2009	DBLP BibTeX RDF
1	André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas	A Tutorial on Multi-label Classification Techniques.	Foundations of Computational Intelligence	2009	DBLP DOI BibTeX RDF
1	Gulisong Nasierding, Grigorios Tsoumakas, Abbas Z. Kouzani	Clustering Based Multi-Label Classification for Image Annotation and Retrieval.	SMC	2009	DBLP DOI BibTeX RDF
1	Kunal Punera, Suju Rajan	Improved Multi Label Classification in Hierarchical Taxonomies.	ICDM Workshops	2009	DBLP DOI BibTeX RDF
1	Shuiwang Ji, Jieping Ye	Linear Dimensionality Reduction for Multi-label Classification.	IJCAI	2009	DBLP BibTeX RDF
1	Ivica Dimitrovski, Dragi Kocev, Suzana Loskovska, Saso Dzeroski	ImageCLEF 2009 Medical Image Annotation Task: PCTs for Hierarchical Multi-Label Classification.	CLEF	2009	DBLP DOI BibTeX RDF
1	Jiayang Li, Jianhua Xu	A Fast Multi-label Classification Algorithm Based on Double Label Support Vector Machine.	CIS	2009	DBLP DOI BibTeX RDF
1	Gang Chen, Jianwen Zhang, Fei Wang 0001, Changshui Zhang, Yuli Gao	Efficient multi-label classification with hypergraph regularization.	CVPR	2009	DBLP DOI BibTeX RDF
1	Eranga Ukwatta, Jagath Samarabandu	Vision Based Metal Spectral Analysis Using Multi-label Classification.	CRV	2009	DBLP DOI BibTeX RDF
1	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
1	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
1	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
1	Ralitsa Angelova, Gjergji Kasneci, Fabian M. Suchanek, Gerhard Weikum	Graffiti: node labeling in heterogeneous networks.	WWW	2009	DBLP DOI BibTeX RDF	web 2.0 ir, graph classification