Search results for "Multilabel"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
3	Ricardo Cerri, Renato R. O. da Silva, André Carlos Ponce Leon Ferreira de Carvalho	Comparing Methods for Multilabel Classification of Proteins Using Machine Learning Techniques.	BSB	2009	DBLP DOI BibTeX RDF	Machine Learning, Classification, Bioinformatics, Proteins, Multilabel
3	Rafal Grodzicki, Jacek Mandziuk, Lipo Wang	Improved Multilabel Classification with Neural Networks.	PPSN	2008	DBLP DOI BibTeX RDF	neural network, bioinformatics, backpropagation, learning system, functional genomics, multilabel
3	Min-Ling Zhang, Zhi-Hua Zhou	Multilabel Neural Networks with Applications to Functional Genomics and Text Categorization.	IEEE Trans. Knowl. Data Eng.	2006	DBLP DOI BibTeX RDF	multilabel learning, data mining, neural networks, Machine learning, text categorization, backpropagation, functional genomics
2	Grigorios Tsoumakas, Ioannis Katakis, Ioannis P. Vlahavas	Random k-Labelsets for Multilabel Classification.	IEEE Trans. Knowl. Data Eng.	2011	DBLP DOI BibTeX RDF	labelset, classification, Categorization, ensembles, multilabel
2	Weiwei Cheng, Eyke Hüllermeier	Combining Instance-Based Learning and Logistic Regression for Multilabel Classification.	ECML/PKDD	2009	DBLP DOI BibTeX RDF
2	Aiyesha Ma, Ishwar K. Sethi, Nilesh V. Patel	Multimedia Content Tagging Using Multilabel Decision Tree.	ISM	2009	DBLP DOI BibTeX RDF	multilabel classification, media tagging, music emotion classification, decision tree
2	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Tao Mei, Meng Wang, Hong-Jiang Zhang	Correlative multilabel video annotation with temporal kernels.	TOMCCAP	2008	DBLP DOI BibTeX RDF	concept correlation, temporal kernel, Video annotation, multilabeling
2	Johannes Fürnkranz, Eyke Hüllermeier, Eneldo Loza Mencía, Klaus Brinker	Multilabel classification via calibrated label ranking.	Machine Learning	2008	DBLP DOI BibTeX RDF	Ranking, Multi-label classification, Preference learning
2	Eneldo Loza Mencía, Johannes Fürnkranz	Efficient Pairwise Multilabel Classification for Large-Scale Problems in the Legal Domain.	ECML/PKDD	2008	DBLP DOI BibTeX RDF
2	Eleftherios Spyromitros Xioufis, Grigorios Tsoumakas, Ioannis P. Vlahavas	An Empirical Study of Lazy Multilabel Classification Algorithms.	SETN	2008	DBLP DOI BibTeX RDF
2	Eneldo Loza Mencía, Johannes Fürnkranz	Pairwise learning of multilabel classifications with perceptrons.	IJCNN	2008	DBLP DOI BibTeX RDF
2	Grigorios Tsoumakas, Ioannis P. Vlahavas	Random k -Labelsets: An Ensemble Method for Multilabel Classification.	ECML	2007	DBLP DOI BibTeX RDF
2	Hendrik Blockeel, Leander Schietgat, Jan Struyf, Saso Dzeroski, Amanda Clare	Decision Trees for Hierarchical Multilabel Classification: A Case Study in Functional Genomics.	PKDD	2006	DBLP DOI BibTeX RDF
2	Yu-Chuan Chang, Shyi-Ming Chen, Churn-Jung Liau	A New Inductive Learning Method for Multilabel Text Categorization.	IEA/AIE	2006	DBLP DOI BibTeX RDF
1	Jui-Sheng Chou	Comparison of multilabel classification models to forecast project dispute resolutions.	Expert Syst. Appl.	2012	DBLP DOI BibTeX RDF
1	Alfonso E. Romero, Luis M. de Campos	A probabilistic methodology for multilabel classification	CoRR	2012	DBLP BibTeX RDF
1	Jinhui Tang, Zheng-Jun Zha, Dacheng Tao, Tat-Seng Chua	Semantic-Gap-Oriented Active Learning for Multilabel Image Annotation.	IEEE Transactions on Image Processing	2012	DBLP DOI BibTeX RDF
1	Bing-Kun Bao, Teng Li, Shuicheng Yan	Hidden-Concept Driven Multilabel Image Annotation and Label Ranking.	IEEE Transactions on Multimedia	2012	DBLP DOI BibTeX RDF
1	José Ramón Quevedo, Oscar Luaces, Antonio Bahamonde	Multilabel classifiers with a probabilistic thresholding strategy.	Pattern Recognition	2012	DBLP DOI BibTeX RDF
1	Muhammad Atif Tahir, Josef Kittler, Ahmed Bouridane	Multilabel classification using heterogeneous ensemble of multi-label classifiers.	Pattern Recognition Letters	2012	DBLP DOI BibTeX RDF
1	Zoulficar Younes, Fahed Abdallah, Thierry Denoeux, Hichem Snoussi	A Dependent Multilabel Classification Method Derived from the k-Nearest Neighbor Rule.	EURASIP J. Adv. Sig. Proc.	2011	DBLP DOI BibTeX RDF
1	Liang Sun, Shuiwang Ji, Jieping Ye	Canonical Correlation Analysis for Multilabel Classification: A Least-Squares Formulation, Extensions, and Analysis.	IEEE Trans. Pattern Anal. Mach. Intell.	2011	DBLP DOI BibTeX RDF
1	Ana Zelaia, Iñaki Alegria, Olatz Arregi, Basilio Sierra	A multiclass/multilabel document categorization system: Combining multiple classifiers in a reduced dimension.	Appl. Soft Comput.	2011	DBLP DOI BibTeX RDF
1	Jianping Fan, Yi Shen, Chunlei Yang, Ning Zhou	Structured Max-Margin Learning for Inter-Related Classifier Training and Multilabel Image Annotation.	IEEE Transactions on Image Processing	2011	DBLP DOI BibTeX RDF
1	Teng Li, Shuicheng Yan, Tao Mei, Xian-Sheng Hua, In-So Kweon	Image Decomposition With Multilabel Context: Algorithms and Applications.	IEEE Transactions on Image Processing	2011	DBLP DOI BibTeX RDF
1	Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho, Alex Alves Freitas	Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classification.	Intell. Data Anal.	2011	DBLP DOI BibTeX RDF
1	Ke-Wei Huang, Zhuolun Li	A multilabel text classification algorithm for labeling risk factors in SEC form 10-K.	ACM Trans. Management Inf. Syst.	2011	DBLP DOI BibTeX RDF
1	Nathanael Costa, Andre L. V. Coelho	Genetic and ranking-based selection of components for multilabel classifier ensembles.	HIS	2011	DBLP DOI BibTeX RDF
1	Evgeny Strekalovskiy, Daniel Cremers	Generalized ordering constraints for multilabel optimization.	ICCV	2011	DBLP DOI BibTeX RDF
1	Yannick Versley	Multilabel Tagging of Discourse Relations in Ambiguous Temporal Connectives.	RANLP	2011	DBLP BibTeX RDF
1	Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho	Hierarchical Multilabel Protein Function Prediction Using Local Neural Networks.	BSB	2011	DBLP DOI BibTeX RDF
1	Wei Bi, James T. Kwok	MultiLabel Classification on Tree- and DAG-Structured Hierarchies.	ICML	2011	DBLP BibTeX RDF
1	Gerardo Lastra, Oscar Luaces, José Ramón Quevedo, Antonio Bahamonde	Graphical Feature Selection for Multilabel Classification Tasks.	IDA	2011	DBLP DOI BibTeX RDF
1	Yuhong Guo, Dale Schuurmans	Adaptive Large Margin Training for Multilabel Classification.	AAAI	2011	DBLP BibTeX RDF
1	Alexander Ulanov, German Sapozhnikov, Nikolay Lyubomishchenko, Vladimir Polutin, Georgy Shevlyakov	Enhancing Accuracy of Multilabel Classification by Extracting Hierarchies.	DEXA Workshops	2011	DBLP DOI BibTeX RDF
1	Ofer Dekel, Ohad Shamir	Multiclass-Multilabel Classification with More Classes than Examples.	Journal of Machine Learning Research - Proceedings Track	2010	DBLP BibTeX RDF
1	Yin Zhang, Zhi-Hua Zhou	Multilabel dimensionality reduction via dependence maximization.	TKDD	2010	DBLP DOI BibTeX RDF
1	Antonio Baeza, Vicent Caselles, Pau Gargallo, Nicolas Papadakis	A Narrow Band Method for the Convex Formulation of Discrete Multilabel Problems.	Multiscale Modeling & Simulation	2010	DBLP DOI BibTeX RDF
1	Eneldo Loza Mencía, Sang-Hyeun Park, Johannes Fürnkranz	Efficient voting prediction for pairwise multilabel classification.	Neurocomputing	2010	DBLP DOI BibTeX RDF
1	Eneldo Loza Mencía, Johannes Fürnkranz	Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.	Semantic Processing of Legal Texts	2010	DBLP DOI BibTeX RDF
1	Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan	Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers.	MCS	2010	DBLP DOI BibTeX RDF
1	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
1	Bastian Goldlücke, Daniel Cremers	Convex Relaxation for Multilabel Problems with Product Label Spaces.	ECCV	2010	DBLP DOI BibTeX RDF
1	Stefanie Nowak, Hanna M. Lukashevich, Peter Dunker, Stefan M. Rüger	Performance measures for multilabel evaluation: a case study in the area of image classification.	Multimedia Information Retrieval	2010	DBLP DOI BibTeX RDF	evaluation, benchmark, image annotation
1	Krzysztof Dembczynski, Weiwei Cheng, Eyke Hüllermeier	Bayes Optimal Multilabel Classification via Probabilistic Classifier Chains.	ICML	2010	DBLP BibTeX RDF
1	Weiwei Cheng, Krzysztof Dembczynski, Eyke Hüllermeier	Graded Multilabel Classification: The Ordinal Case.	ICML	2010	DBLP BibTeX RDF
1	Shuo Xiang, Songcan Chen, Lishan Qiao	Sparse Representation: Extract Adaptive Neighborhood for Multilabel Classification.	PRICAI	2010	DBLP DOI BibTeX RDF
1	Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho	Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural Networks.	SBRN	2010	DBLP DOI BibTeX RDF
1	Abbas Z. Kouzani	Multilabel Classification Using Error Correction Codes.	ISICA	2010	DBLP DOI BibTeX RDF
1	Aiyesha Ma, Ishwar K. Sethi	Iterative Split Adjustment for Building Multilabel Decision Trees.	BICoB	2010	DBLP BibTeX RDF
1	Ricardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho	New top-down methods using SVMs for Hierarchical Multilabel Classification problems.	IJCNN	2010	DBLP DOI BibTeX RDF
1	Karteek Alahari, Pushmeet Kohli, Philip H. S. Torr	Dynamic Hybrid Algorithms for MAP Inference in Discrete MRFs.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	multilabel problems, approximate algorithms, Markov random fields, energy minimization
1	Tal Sobol Shikler, Peter Robinson	Classification of Complex Information: Inference of Co-Occurring Affective States from Their Expressions in Speech.	IEEE Trans. Pattern Anal. Mach. Intell.	2010	DBLP DOI BibTeX RDF	machine learning, emotions, Affective computing, intelligent systems, cognition, speech, human perception, multiclass, affective states, multilabel
1	Guo-Jun Qi, Xian-Sheng Hua, Yong Rui, Jinhui Tang, Hong-Jiang Zhang	Two-Dimensional Multilabel Active Learning with an Efficient Online Adaptation Model for Image Classification.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
1	Weiwei Cheng, Eyke Hüllermeier	Combining instance-based learning and logistic regression for multilabel classification.	Machine Learning	2009	DBLP DOI BibTeX RDF
1	François Pachet, Pierre Roy	Improving Multilabel Analysis of Music Titles: A Large-Scale Validation of the Correction Approach.	IEEE Transactions on Audio, Speech & Language Processing	2009	DBLP DOI BibTeX RDF
1	Vibhav Vineet, P. J. Narayanan	Solving Multilabel MRFs Using Incremental alpha-Expansion on the GPUs.	ACCV	2009	DBLP DOI BibTeX RDF
1	Eneldo Loza Mencía, Sang-Hyeun Park, Johannes Fürnkranz	Efficient voting prediction for pairwise multilabel classification.	ESANN	2009	DBLP BibTeX RDF
1	Peter Carr, Richard Hartley	Solving Multilabel Graph Cut Problems with Multilabel Swap.	DICTA	2009	DBLP DOI BibTeX RDF
1	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
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	Giorgio Valentini	True Path Rule Hierarchical Ensembles.	MCS	2009	DBLP DOI BibTeX RDF
1	Yu-Chuan Chang, Shyi-Ming Chen, Churn-Jung Liau	Multilabel text categorization based on a new linear classifier learning method and a category-sensitive refinement method.	Expert Syst. Appl.	2008	DBLP DOI BibTeX RDF
1	Fei Li, Qionghai Dai, Wenli Xu, Guihua Er	Multilabel Neighborhood Propagation for Region-Based Image Retrieval.	IEEE Transactions on Multimedia	2008	DBLP DOI BibTeX RDF
1	Anne-Marie Tousch, Stéphane Herbin, Jean-Yves Audibert	Semantic lattices for multiple annotation of images.	Multimedia Information Retrieval	2008	DBLP DOI BibTeX RDF	classification and regression with ontology prior, hierarchical outputs, multilabel classification, outputs with confidence levels, probabilistic outputs, semantic lattices, image annotation, image indexing, multiclass classification, concept ontology
1	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
1	Yaoyong Li, Kalina Bontcheva	Adapting Support Vector Machines for F-term-based Classification of Patents.	ACM Trans. Asian Lang. Inf. Process.	2008	DBLP DOI BibTeX RDF	F-term classification, patent processing, support vector machines
1	Douglas Turnbull, Luke Barrington, David A. Torres, Gert R. G. Lanckriet	Semantic Annotation and Retrieval of Music and Sound Effects.	IEEE Transactions on Audio, Speech & Language Processing	2008	DBLP DOI BibTeX RDF
1	Volker Roth, Bernd Fischer	Improved functional prediction of proteins by learning kernel combinations in multilabel settings.	BMC Bioinformatics	2007	DBLP DOI BibTeX RDF
1	Yonatan Amit, Ofer Dekel, Yoram Singer	A Boosting Algorithm for Label Covering in Multilabel Problems.	Journal of Machine Learning Research - Proceedings Track	2007	DBLP BibTeX RDF
1	Klaus Brinker, Eyke Hüllermeier	Case-Based Multilabel Ranking.	IJCAI	2007	DBLP BibTeX RDF
1	Benjamin Snyder, Regina Barzilay	Database-Text Alignment via Structured Multilabel Classification.	IJCAI	2007	DBLP BibTeX RDF
1	Christophe Chefd'Hotel, Alexis Sebbane	Random Walk and Front Propagation on Watershed Adjacency Graphs for Multilabel Image Segmentation.	ICCV	2007	DBLP DOI BibTeX RDF
1	Eneldo Loza Mencía, Johannes Fürnkranz	An Evaluation of Efficient Multilabel Classification Algorithms for Large-Scale Problems in the Legal Domain.	LWA	2007	DBLP BibTeX RDF
1	Seungji Yang, Sang-Kyun Kim, Yong Man Ro	Semantic Home Photo Categorization.	IEEE Trans. Circuits Syst. Video Techn.	2007	DBLP DOI BibTeX RDF
1	Ki Young Lee, Dae-Won Kim, Kwang Hyung Lee, Doheon Lee	Density-Induced Support Vector Data Description.	IEEE Transactions on Neural Networks	2007	DBLP DOI BibTeX RDF
1	Volker Roth, Bernd Fischer	The kernelHMM : Learning Kernel Combinations in Structured Output Domains.	DAGM-Symposium	2007	DBLP DOI BibTeX RDF
1	Juho Rousu, Craig Saunders, Sándor Szedmák, John Shawe-Taylor	Kernel-Based Learning of Hierarchical Multilabel Classification Models.	Journal of Machine Learning Research	2006	DBLP BibTeX RDF
1	Klaus Brinker, Johannes Fürnkranz, Eyke Hüllermeier	A Unified Model for Multilabel Classification and Ranking.	ECAI	2006	DBLP BibTeX RDF
1	Mikhail Petrovskiy, Valentina Glazkova	Linear Methods for Reduction from Ranking to Multilabel Classification.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF
1	Leo Grady	Random Walks for Image Segmentation.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	combinatorial Dirichlet problem, boundary completion, Image segmentation, graph theory, random walks, graph cuts, Laplace equation, harmonic functions, interactive segmentation
1	Didier Arquès, Anne Micheli	Generalized Dyck equations and multilabel trees.	Discrete Mathematics	2005	DBLP DOI BibTeX RDF
1	Ryan T. McDonald, Koby Crammer, Fernando Pereira	Flexible Text Segmentation with Structured Multilabel Classification.	HLT/EMNLP	2005	DBLP BibTeX RDF
1	Leo Grady	Multilabel Random Walker Image Segmentation Using Prior Models.	CVPR	2005	DBLP DOI BibTeX RDF
1	Juho Rousu, Craig Saunders, Sándor Szedmák, John Shawe-Taylor	Learning hierarchical multi-category text classification models.	ICML	2005	DBLP DOI BibTeX RDF
1	Hyun Gon Noh, Moon Sup Song, Sung Hyun Park	An unbiased method for constructing multilabel classification trees.	Computational Statistics & Data Analysis	2004	DBLP DOI BibTeX RDF
1	Xipeng Shen, Matthew Boutell, Jiebo Luo, Christopher M. Brown	Multilabel machine learning and its application to semantic scene classification.	Storage and Retrieval Methods and Applications for Multimedia	2004	DBLP DOI BibTeX RDF
1	Teresa Gonçalves, Paulo Quaresma	The impact of NLP techniques in the multilabel text classification problem.	Intelligent Information Systems	2004	DBLP BibTeX RDF
1	Xuchun Li, Lei Wang 0001, Eric Sung	Multi-label SVM active learning for image classification.	ICIP	2004	DBLP DOI BibTeX RDF
1	Nicolò Cesa-Bianchi, Alex Conconi, Claudio Gentile	Regret Bounds for Hierarchical Classification with Linear-Threshold Functions.	COLT	2004	DBLP DOI BibTeX RDF
1	Teresa Gonçalves, Paulo Quaresma	A Preliminary Approach to the Multilabel Classification Problem of Portuguese Juridical Documents.	EPIA	2003	DBLP DOI BibTeX RDF
1	Nikolay A. Anisimov, E. A. Golenkov, D. I. Kharitonov	Compositional Petri Net Approach to the Development of Concurrent and Distributed Systems.	Programming and Computer Software	2001	DBLP DOI BibTeX RDF	Petri net entity, distributed systems, Petri nets, compositionality, concurrent systems