MULAN: A Java library for multi-label learning

Journal of Machine Learning Research

Volumn 12, Issue , 2011, Pages 2411-2414

  Tsoumakas, Grigorios ^a   Spyromitros Xioufis, Eleftherios ^a   Vilcek, Jozef ^a   Vlahavas, Ioannis ^a  

^a ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

Author keywords

Classification; Dimensionality reduction; Evaluation; Hierarchical classification; Multi label data; Ranking; Thresholding

Indexed keywords

DIMENSIONALITY REDUCTION; EVALUATION; HIERARCHICAL CLASSIFICATION; MULTI-LABEL; RANKING; THRESHOLDING;

ALGORITHMS;

EID: 80052236046     PISSN: 15324435     EISSN: 15337928     Source Type: Journal    
DOI: None     Document Type: Article

References (4)

1. Marios Ioannou, George Sakkas, Grigorios Tsoumakas, and Ioannis Vlahavas. Obtaining biparti-tions from score vectors for multi-label classification. IEEE International Conference on Tools with Artificial Intelligence, 1:409-416, 2010. ISSN 1082-3409.
2. Sören Sonnenburg, Mikio L. Braun, Cheng Soon Ong, Samy Bengio, Leon Bottou, Geoffrey Holmes, Yann LeCun, Klaus-Robert Müller, Fernando Pereira, Carl Edward Rasmussen, Gun-nar Rätsch, Bernhard Schölkopf, Alexander Smola, Pascal Vincent, Jason Weston, and Robert Williamson. The need for open source software in machine learning. JMLR, 8:2443-2466, 2007. (Pubitemid 350046193)
3. Grigorios Tsoumakas, Ioannis Katakis, and Ioannis Vlahavas. Mining multi-label data. In Oded Maimon and Lior Rokach, editors, Data Mining and Knowledge Discovery Handbook, chapter 34, pages 667-685. Springer, 2nd edition, 2010.
4. Ian H. Witten and Eibe Frank. Data Mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann, 2005.