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tsoumakas's library [62 articles]

Recent papers added to tsoumakas's library ordered by importance.
  • Using Data Mining to Enhance Automated Planning and Scheduling
    Computational Intelligence and Data Mining, 2007. CIDM 2007. IEEE Symposium on (2007), pp. 251-260.
    by J Frank
    posted to citation by tsoumakas on 2007-12-27 21:04:37 as ***
  • Multi-labelled Classification Using Maximum Entropy Method
    (JanuaryMay-JanuarySeptember August 2005), pp. 274-281.
    by Shenghuo Zhu, Xiang Ji, Wei Xu, Yihong Gong
    posted to multilabel by tsoumakas on 2008-08-28 22:54:05 as **
  • Multi-Label Neural Networks with Applications to Functional Genomics and Text Categorization
    IEEE Transactions on Knowledge and Data Engineering, Vol. 18, No. 10. (2006), pp. 1338-1351.
    by ML Zhang, ZH Zhou
    posted to multilabel by tsoumakas on 2008-08-28 22:54:05 as **
  • Learning Multiple Related Tasks using Latent Independent Component Analysis
    (2006), pp. 1585-1592.
    by Jian Zhang, Zoubin Ghahramani, Yiming Yang
    edited by Y Weiss, B Schölkopf, J Platt
    posted to multilabel by tsoumakas on 2008-08-28 22:54:05 as **
  • Multi-label Informed Latent Semantic Indexing
    (2005), pp. 258-265.
    by Kai Yu, Shipeng Yu, Volker Tresp
    posted to multilabel by tsoumakas on 2008-08-28 22:54:04 as **
  • Normalizing Chinese Temporal Expressions with Multi-label Classification
    (2005), pp. 318-323.
    by M Wu, W Li, Q Chen, Q Lu
    posted to multilabel by tsoumakas on 2008-08-28 22:54:04 as **
  • Multi-Label Classification of Emotions in Music
    (2006), pp. 307-315.
    by A Wieczorkowska, P Synak, ZW Ras
    posted to multilabel by tsoumakas on 2008-08-28 22:54:04 as **
  • Parallel and Sequential Support Vector Machines for Multi-label Classification
    International Journal of Information Technology, Vol. 11, No. 9. (2005), pp. 11-18.
    by L Wang, M Chang, J Feng
    posted to multilabel by tsoumakas on 2008-08-28 22:54:04 as **
  • A multi-label classification algorithm based on triple class support vector machine
    (November February-April 2007)
    by Shu P Wan, Jian H Xu
    posted to multilabel by tsoumakas on 2008-08-28 22:54:04 as **
  • Multi-Label Lazy Associative Classification
    Vol. LNAI 4702 (September JanuaryJuly-FebruaryJanuary 2007), pp. 605-612.
    by A Veloso, Jr, M Goncalves, M Zaki
    posted to multilabel by tsoumakas on 2008-08-28 22:54:04 as **
  • A new approach for multi-label classification based on default hierarchies and organizational learning
    (2008), pp. 2017-2022.
    by Rosane MM Vallim, David E Goldberg, Xavier Llorà, Thyago SPC Duque, André CPLF Carvalho
    posted to multilabel by tsoumakas on 2008-08-28 22:54:03 as **
  • Random k-Labelsets: An Ensemble Method for Multilabel Classification
    (September JanuaryJuly-FebruaryJanuary 2007), pp. 406-417.
    by G Tsoumakas, I Vlahavas
    posted to 2007 conference multilabel by tsoumakas on 2008-08-28 22:54:03 as **
  • Effective and Efficient Multilabel Classification in Domains with Large Number of Labels
    (2008), pp. XX-XX.
    by G Tsoumakas, I Katakis, I Vlahavas
    posted to multilabel by tsoumakas on 2008-08-28 22:54:03 as **
  • Multi-Label Classification: An Overview
    International Journal of Data Warehousing and Mining, Vol. 3, No. 3. (2007), pp. 1-13.
    by G Tsoumakas, I Katakis
    posted to multilabel by tsoumakas on 2008-08-28 22:54:03 as **
  • A Review of Multi-Label Classification Methods
    (2006), pp. 99-109.
    by G Tsoumakas, I Katakis, I Vlahavas
    posted to multilabel by tsoumakas on 2008-08-28 22:54:03 as **
  • Multilabel Classification of Music into Emotions
    (2008)
    by K Trohidis, G Tsoumakas, G Kalliris, I Vlahavas
    posted to multilabel by tsoumakas on 2008-08-28 22:54:03 as **
  • MMAC: A New Multi-class, Multi-label Associative Classification Approach
    (2004), pp. 217-224.
    by FA Thabtah, P Cowling, Y Peng
    posted to multilabel by tsoumakas on 2008-08-28 22:54:03 as **
  • An Empirical Study of Lazy Multilabel Classification Algorithms
    (2008)
    by E Spyromitros, G Tsoumakas, I Vlahavas
    posted to multilabel by tsoumakas on 2008-08-28 22:54:03 as **
  • Boostexter: a boosting-based system for text categorization
    Machine Learning, Vol. 39, No. 2/3. (2000), pp. 135-168.
    by Schapire
    posted to multilabel by tsoumakas on 2008-08-28 22:54:03 as **
  • Kernel-Based Learning of Hierarchical Multilabel Classification Methods
    Journal of Machine Learning Research, Vol. 7 (2006), pp. 1601-1626.
    by Juho Rousu, Craig Saunders, Sandor Szedmak, John S Taylor
    posted to multilabel by tsoumakas on 2008-08-28 22:54:03 as **
  • Improved Functional Prediction of Proteins by Learning Kernel Combinations in Multilabel Settings
    (2006)
    by Volker Roth, Bernd Fischer
    posted to multilabel by tsoumakas on 2008-08-28 22:54:02 as **
  • A Pruned Problem Transformation Method for Multi-label classification
    (2008), pp. 143-150.
    by J Read
    posted to multilabel by tsoumakas on 2008-08-28 22:54:02 as **
  • Selection strategies for multi-label text categorization
    (2006), pp. 585-592.
    by Montejo A Ráez, Ure\
    posted to multilabel by tsoumakas on 2008-08-28 22:54:02 as **
  • Adaptive selection of base classifiers in one-against-all learning for large multi-labeled collections
    (2004), pp. 1-12.
    by Montejo A Ráez, R Steinberger, Ure\
    posted to multilabel by tsoumakas on 2008-08-28 22:54:02 as **
  • Flexible Text Segmentation with Structured Multilabel Classification
    (2005), pp. 987-994.
    by R Mcdonald, K Crammer, F Pereira
    posted to multilabel by tsoumakas on 2008-08-28 22:54:02 as **
  • Multi-label text classification with a mixture model trained by EM
    (1999)
    by A Mccallum
    posted to multilabel by tsoumakas on 2008-08-28 22:54:02 as **
  • Evaluation of Two Systems on Multi-class Multi-label Document Classification
    (2005), pp. 161-169.
    by X Luo, Zincir AN Heywood
    posted to multilabel by tsoumakas on 2008-08-28 22:54:01 as **
  • Empirical Studies on Multi-label Classification
    (2006), pp. 86-92.
    by Tao Li, Chengliang Zhang, Shenghuo Zhu
    posted to multilabel by tsoumakas on 2008-08-28 22:54:01 as **
  • Multi-label SVM Active Learning for Image Classification
    (2004), pp. 2207-2210.
    by Xuchun Li, Lei Wang, Eric Sung
    posted to multilabel by tsoumakas on 2008-08-28 22:54:01 as **
  • Toward intelligent music information retrieval
    IEEE Transactions on Multimedia, Vol. 8, No. 3. (2006), pp. 564-574.
    by T Li, M Ogihara
    posted to multilabel by tsoumakas on 2008-08-28 22:54:01 as **
  • Detecting emotion in music
    (2003), pp. 239-240.
    by T Li, M Ogihara
    posted to multilabel by tsoumakas on 2008-08-28 22:54:01 as **
  • Experiments with Incremental Concept Formation: UNIMEM
    Machine Learning, Vol. 2, No. 2. (1987), pp. 103-138.
    by M Lebowitz
    posted to multilabel by tsoumakas on 2008-08-28 22:54:01 as **
  • Automatic multi-label subject indexing in a multilingual environment
    (2003), pp. 140-151.
    by B Lauser, A Hotho
    posted to multilabel by tsoumakas on 2008-08-28 22:54:01 as **
  • Correlated Label Propagation with Application to Multi-label Learning
    (2006), pp. 1719-1726.
    by Feng Kang, Rong Jin, Rahul Sukthankar
    posted to multilabel by tsoumakas on 2008-08-28 22:54:01 as **
  • Improved Image Annotation and Labelling Through Multi-Label Boosting
    (2005)
    by Matthew Johnson, Roberto Cipolla
    posted to multilabel by tsoumakas on 2008-08-28 22:54:01 as **
  • A Preliminary Approach to the Multilabel Classification Problem of Portuguese Juridical Documents
    (2003), pp. 435-444.
    by T Goncalves, P Quaresma
    posted to multilabel by tsoumakas on 2008-08-28 22:54:01 as **
  • Discriminative Methods for Multi-labeled Classification
    (2004), pp. 22-30.
    by S Godbole, S Sarawagi
    posted to multilabel by tsoumakas on 2008-08-28 22:54:00 as **
  • Collective Multi-Label Classification
    (2005), pp. 195-200.
    by N Ghamrawi, A Mccallum
    posted to multilabel by tsoumakas on 2008-08-28 22:54:00 as **
  • A MFoM learning approach to robust multiclass multi-label text categorization
    (2004)
    by S Gao, W Wu, CH Lee, TS Chua
    posted to multilabel by tsoumakas on 2008-08-28 22:54:00 as **
  • A kernel method for multi-labelled classification
    (2002)
    by A Elisseeff, J Weston
    posted to multilabel by tsoumakas on 2008-08-28 22:54:00 as **
  • Protein Classification with Multiple Algorithms
    (November 2005), pp. 448-456.
    by S Diplaris, G Tsoumakas, P Mitkas, I Vlahavas
    posted to multilabel by tsoumakas on 2008-08-28 22:54:00 as **
  • Learning Multi-label Alternating Decision Trees from Texts and Data
    (Julym May-July 2003), pp. 35-49.
    by F de Comite, R Gilleron, M Tommasi
    posted to multilabel by tsoumakas on 2008-08-28 22:54:00 as **
  • A family of additive online algorithms for category ranking
    Journal of Machine Learning Research, Vol. 3 (2003), pp. 1025-1058.
    by Koby Crammer, Yoram Singer
    posted to multilabel by tsoumakas on 2008-08-28 22:54:00 as **
  • Knowledge Discovery in Multi-Label Phenotype Data
    (2001), pp. 42-53.
    by A Clare, RD King
    posted to multilabel by tsoumakas on 2008-08-28 22:54:00 as **
  • A Multi-label Chinese Text Categorization System based on Boosting Algorithm
    (2004), pp. 1153-1158.
    by Junli Chen, Xuezhong Zhou, Zhaohui Wu
    posted to multilabel by tsoumakas on 2008-08-28 22:54:00 as **
  • Multilabel text categorization based on a new linear classifier learning method and a category-sensitive refinement method
    Expert Systems with Applications, Vol. In Press (2007)
    by Yu C Chang, Shyi M Chen, Churn J Liau
    posted to multilabel by tsoumakas on 2008-08-28 22:53:59 as **
  • A New Inductive Learning Method for Multilabel Text Categorization
    (2006), pp. 1249-1258.
    by Yu C Chang, Shyi M Chen, Churn J Liau
    posted to multilabel by tsoumakas on 2008-08-28 22:53:59 as **
  • Incremental Algorithms for Hierarchical Classification
    Journal of Machine Learning Research, Vol. 7 (2006), pp. 31-54.
    by Nicolo C Bianchi, Claudio Gentile, Luca Zaniboni
    posted to multilabel by tsoumakas on 2008-08-28 22:53:59 as **
  • Case-Based Multilabel Ranking
    (Jan 2007), pp. 702-707.
    by Klaus Brinker, Eyke Hullermeier
    posted to multilabel by tsoumakas on 2008-08-28 22:53:59 as **
  • A Unified Model for Multilabel Classification and Ranking
    (Aug/Sept 2006), pp. 489-493.
    by Klaus Brinker, Johannes Furnkranz, Eyke Hullermeier
    posted to multilabel by tsoumakas on 2008-08-28 22:53:59 as **
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