TY - CHAP AU - Tolos, M. AU - Tato, R. AU - Kemp, T. PY - 2005 DA - 2005// TI - Mood-based navigation through large collections of musical data BT - Proceedings of the 2nd IEEE Consumer Communications and Networking Conference (CCNC 2005) ID - Tolos2005 ER - TY - CHAP AU - Cai, R. AU - Zhang, C. AU - Wang, C. AU - Zhang, L. AU - Ma, W. -. Y. PY - 2007 DA - 2007// TI - Musicsense: contextual music recommendation using emotional allocation modeling BT - Proceedings of the 15th International Conference on Multimedia UR - https://doi.org/10.1145/1291233.1291369 DO - 10.1145/1291233.1291369 ID - Cai2007 ER - TY - JOUR AU - Lu, L. AU - Liu, D. AU - Zhang, H. -. J. PY - 2006 DA - 2006// TI - Automatic mood detection and tracking of music audio signals JO - IEEE Trans Audio Speech Lang Process VL - 14 UR - https://doi.org/10.1109/TSA.2005.860344 DO - 10.1109/TSA.2005.860344 ID - Lu2006 ER - TY - CHAP AU - Yang, Y. -. H. AU - Liu, C. -. C. AU - Chen, H. -. H. PY - 2006 DA - 2006// TI - Music emotion classification: a fuzzy approach BT - Proceedings of ACM Multimedia 2006 (MM'06) ID - Yang2006 ER - TY - JOUR AU - Yang, Y. -. H. AU - Lin, Y. -. C. AU - Su, Y. -. F. AU - Chen, H. -. H. PY - 2008 DA - 2008// TI - A regression approach to music emotion recognition JO - IEEE Trans Audio Speech Lang Process VL - 16 UR - https://doi.org/10.1109/TASL.2007.911513 DO - 10.1109/TASL.2007.911513 ID - Yang2008 ER - TY - CHAP AU - Li, T. AU - Ogihara, M. PY - 2003 DA - 2003// TI - Detecting emotion in music BT - Proceedings of the International Symposium on Music Information Retrieval, USA ID - Li2003 ER - TY - JOUR AU - Li, T. AU - Ogihara, M. PY - 2006 DA - 2006// TI - Toward intelligent music information retrieval JO - IEEE Trans Multimedia VL - 8 UR - https://doi.org/10.1109/TMM.2006.870730 DO - 10.1109/TMM.2006.870730 ID - Li2006 ER - TY - CHAP AU - Wieczorkowska, A. AU - Synak, P. AU - Ras, Z. W. PY - 2006 DA - 2006// TI - Multi-label classification of emotions in music BT - Proceedings of the 2006 International Conference on Intelligent Information Processing and Web Mining (IIPWM'06) ID - Wieczorkowska2006 ER - TY - CHAP AU - Trohidis, K. AU - Tsoumakas, G. AU - Kalliris, G. AU - Vlahavas, I. PY - 2008 DA - 2008// TI - Multilabel classification of music into emotions BT - Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR 2008), USA ID - Trohidis2008 ER - TY - CHAP AU - Schubert, E. PY - 1999 DA - 1999// BT - Measurement and Time Series Analysis of Emotion in Music PB - PhD thesis CY - University of New South Wales ID - Schubert1999 ER - TY - CHAP AU - Hu, X. AU - Downie, J. S. PY - 2007 DA - 2007// TI - Exploring mood metadata: relationships with genre, artist and usage metadata BT - Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR 2007) ID - Hu2007 ER - TY - CHAP AU - Fiebrink, R. AU - Fujinaga, I. PY - 2006 DA - 2006// TI - Feature selection pitfalls and music classification BT - Proceedings of the International Conference on Music Information Retrieval (ISMIR 2006) ID - Fiebrink2006 ER - TY - JOUR AU - Tzanetakis, G. AU - Cook, P. PY - 2002 DA - 2002// TI - Musical genre classification of audio signals JO - IEEE Trans Speech Audio Process VL - 10 UR - https://doi.org/10.1109/TSA.2002.800560 DO - 10.1109/TSA.2002.800560 ID - Tzanetakis2002 ER - TY - JOUR AU - Pachet, F. AU - Roy, P. PY - 2009 DA - 2009// TI - Improving multilabel analysis of music titles: A large-scale validation of the correction approach JO - IEEE Trans Audio Speech Lang Process VL - 17 UR - https://doi.org/10.1109/TASL.2008.2008734 DO - 10.1109/TASL.2008.2008734 ID - Pachet2009 ER - TY - CHAP AU - Tsoumakas, G. AU - Katakis, I. AU - Vlahavas, I. ED - Maimon L, R. o. k. a. c. h. PY - 2010 DA - 2010// BT - Mining Multi-Label Data, Data Mining and Knowledge Discovery Handbook, Part 6, O ID - Tsoumakas2010 ER - TY - JOUR AU - Wolpert, D. H. PY - 1992 DA - 1992// TI - Stacked generalization JO - Neural Netw VL - 5 UR - https://doi.org/10.1016/S0893-6080(05)80023-1 DO - 10.1016/S0893-6080(05)80023-1 ID - Wolpert1992 ER - TY - CHAP AU - Godbole, S. AU - Sarawagi, S. PY - 2004 DA - 2004// TI - Discriminative methods for multi-labeled classification BT - Proceedings of the 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2004) ID - Godbole2004 ER - TY - JOUR AU - Tsoumakas, G. AU - Katakis, I. PY - 2007 DA - 2007// TI - Multi-label classification: an overview JO - Int J Data Warehousing Mining VL - 3 UR - https://doi.org/10.4018/jdwm.2007070101 DO - 10.4018/jdwm.2007070101 ID - Tsoumakas2007 ER - TY - CHAP AU - Tsoumakas, G. AU - Vlahavas, I. PY - 2007 DA - 2007// TI - Random k-labelsets: An ensemble method for multilabel classification BT - Proceedings of the 18th European Conference on Machine Learning (ECML 2007), Poland ID - Tsoumakas2007 ER - TY - JOUR AU - Hüllermeier, E. AU - Fü rnkranz, J. AU - Cheng, W. AU - Bringer, K. PY - 2008 DA - 2008// TI - Label ranking by learning pairwise preferences JO - Artif Intell VL - 172 UR - https://doi.org/10.1016/j.artint.2008.08.002 DO - 10.1016/j.artint.2008.08.002 ID - Hüllermeier2008 ER - TY - JOUR AU - Fürnkranz, J. AU - Hüllermeier, E. AU - Mencia, E. L. AU - Brinker, K. PY - 2008 DA - 2008// TI - Multilabel classification via calibrated label ranking JO - Mach Learn VL - 73 UR - https://doi.org/10.1007/s10994-008-5064-8 DO - 10.1007/s10994-008-5064-8 ID - Fürnkranz2008 ER - TY - JOUR AU - Zhang, M. -. L. AU - Zhou, Z. -. H. PY - 2006 DA - 2006// TI - Multi-label neural networks with applications to functional genomics and text categorization JO - IEEE Trans Knowl Data Eng VL - 18 UR - https://doi.org/10.1109/TKDE.2006.162 DO - 10.1109/TKDE.2006.162 ID - Zhang2006 ER - TY - JOUR AU - Zhang, M. -. L. AU - Zhou, Z. -. H. PY - 2007 DA - 2007// TI - ML-KNN: a lazy learning approach to multi-label learning JO - Pattern Recog VL - 40 UR - https://doi.org/10.1016/j.patcog.2006.12.019 DO - 10.1016/j.patcog.2006.12.019 ID - Zhang2007 ER - TY - JOUR AU - Juslin, P. N. AU - Lukka, P. PY - 2004 DA - 2004// TI - Expression, perception and induction of musical emotions: a review and questionnaire study of every day listening JO - J New Music Res VL - 33 UR - https://doi.org/10.1080/0929821042000317813 DO - 10.1080/0929821042000317813 ID - Juslin2004 ER - TY - BOOK PY - 2001 DA - 2001// TI - Music and Emotion: Theory and Research PB - Oxford University Press CY - New York ID - ref25 ER - TY - JOUR AU - Eerola, T. AU - Vuoskoski, J. K. PY - 2011 DA - 2011// TI - A comparison of the discrete and dimensional models of emotion in music JO - Psychol Music VL - 39 UR - https://doi.org/10.1177/0305735610362821 DO - 10.1177/0305735610362821 ID - Eerola2011 ER - TY - JOUR AU - Ekman, P. PY - 1992 DA - 1992// JO - An argument for basic emotions, Cognition Emotion VL - 6 UR - https://doi.org/10.1080/02699939208411068 DO - 10.1080/02699939208411068 ID - Ekman1992 ER - TY - JOUR AU - Farnsworth, P. R. PY - 1954 DA - 1954// TI - A study of the Hevner adjective list JO - J Aesth Art Crit VL - 13 UR - https://doi.org/10.2307/427021 DO - 10.2307/427021 ID - Farnsworth1954 ER - TY - CHAP AU - Izard, C. E. PY - 1977 DA - 1977// BT - The Emotions PB - Plenum Press CY - New York ID - Izard1977 ER - TY - CHAP AU - Plutchik, R. PY - 1994 DA - 1994// BT - The Psychology and Biology of Emotion PB - Harper Collins CY - New York ID - Plutchik1994 ER - TY - JOUR AU - Panksepp, J. PY - 1992 DA - 1992// TI - A critical role for affective neuroscience in resolving what is basic about basic emotions JO - Psychol Rev VL - 99 UR - https://doi.org/10.1037/0033-295X.99.3.554 DO - 10.1037/0033-295X.99.3.554 ID - Panksepp1992 ER - TY - CHAP AU - Oatley, K. PY - 1992 DA - 1992// TI - Best laid schemes BT - The Psychology of Emotions PB - Harvard University Press CY - MA ID - Oatley1992 ER - TY - CHAP AU - Wundt, W. M. PY - 1897 DA - 1897// BT - Outlines of Psychology PB - Wilhelm Engelmann CY - Leipzig UR - https://doi.org/10.1037/12908-000 DO - 10.1037/12908-000 ID - Wundt1897 ER - TY - JOUR AU - Russell, J. A. PY - 1980 DA - 1980// TI - A circumplex model of affect JO - J Soc Psychol VL - 39 ID - Russell1980 ER - TY - BOOK AU - Thayer, R. E. PY - 1989 DA - 1989// TI - The Biopsychology of Mood and Arousal ID - Thayer1989 ER - TY - JOUR AU - Tellegen, D. AU - Watson, D. AU - Clark, L. A. PY - 1999 DA - 1999// TI - On the dimensional and hierarchical structure of affect JO - Psychol Sci VL - 10 UR - https://doi.org/10.1111/1467-9280.00157 DO - 10.1111/1467-9280.00157 ID - Tellegen1999 ER - TY - JOUR AU - Schlosberg, H. PY - 1954 DA - 1954// TI - Three dimensions of emotion JO - Psychol Rev VL - 61 UR - https://doi.org/10.1037/h0054570 DO - 10.1037/h0054570 ID - Schlosberg1954 ER - TY - JOUR AU - Mehrabian, A. PY - 1996 DA - 1996// TI - Pleasure-arousal-dominance: a general framework for describing and measuring individual JO - Curr Psychol VL - 14 UR - https://doi.org/10.1007/BF02686918 DO - 10.1007/BF02686918 ID - Mehrabian1996 ER - TY - CHAP AU - Rosch, R. ED - Rosch, E. ED - Loyd, B. B. PY - 1978 DA - 1978// TI - Cognition and categorization BT - Principles of categorization PB - Hillsdale CY - NJ ID - Rosch1978 ER - TY - CHAP AU - Logan, B. PY - 2000 DA - 2000// TI - Mel frequency cepstral coefficients for music modeling BT - Proceedings of the 1st International Symposium on Music Information Retrieval (ISMIR 2000) ID - Logan2000 ER - TY - CHAP AU - Kivy, P. PY - 1989 DA - 1989// TI - Sound Sentiment BT - An Essay on the Musical Emotions PB - Temple University Press CY - Philadelphia, PA ID - Kivy1989 ER - TY - CHAP AU - Zentner, M. R. AU - Meylan, S. AU - Scherer, K. R. PY - 2000 DA - 2000// TI - Exploring 'musical emotions' across five genres of music BT - Proceedings of 6th International Conference of society for Music Perception and Cognition (ICMPC) ID - Zentner2000 ER - TY - CHAP AU - Meyer, L. B. PY - 1956 DA - 1956// BT - Emotion and Meaning in Music PB - University of Chicago Press CY - Chicago ID - Meyer1956 ER - TY - JOUR AU - Tsoumakas, G. AU - Spyromitros-Xioufis, E. AU - Vilcek, J. AU - Vlahavas, I. PY - 2001 DA - 2001// TI - Mulan: A Java Library for Multi-Label Learning JO - J Mach Learn Res VL - 12 ID - Tsoumakas2001 ER - TY - CHAP AU - Witten, I. H. AU - Frank, E. PY - 2011 DA - 2011// TI - Data Mining: Practical Machine Learning Tools and Techniques BT - Morgan Kaufmann ID - Witten2011 ER - TY - JOUR AU - Gabrielsson, A. PY - 1996 DA - 1996// TI - PN Juslin Emotional expression in music performance: between the performers intention and the listeners experience JO - Psychol Music VL - 24 UR - https://doi.org/10.1177/0305735696241007 DO - 10.1177/0305735696241007 ID - Gabrielsson1996 ER - TY - JOUR AU - Krumhansl, L. PY - 1997 DA - 1997// TI - An exploratory study of musical emotions and psychophysiology JO - Can J Exp Psychol VL - 51 UR - https://doi.org/10.1037/1196-1961.51.4.336 DO - 10.1037/1196-1961.51.4.336 ID - Krumhansl1997 ER - TY - CHAP AU - Laurier, C. AU - Grivolla, J. AU - Herrera, P. PY - 2008 DA - 2008// TI - Multimodal music mood classification using audio and lyrics BT - Proceedings of the International Conference on Machine Learning and Applications, USA ID - Laurier2008 ER - TY - CHAP AU - Yang, Y. -. H. AU - Lin, Y. -. C. AU - Cheng, H. -. T. AU - Liao, I. -. B. AU - Ho, Y. -. C. AU - Chen, H. -. H. PY - 2008 DA - 2008// TI - Toward multi-modal music emotion classification BT - Proceedings of the 9th Pacific Rim Conference on Multimedia (PCM 2008) ID - Yang2008 ER - TY - JOUR AU - Vens, C. AU - Struyf, J. AU - Schietgat, L. AU - Džeroski, S. AU - Blockeel, H. PY - 2008 DA - 2008// TI - Decision trees for hierarchical multi-label classification JO - Mach Learn VL - 73 UR - https://doi.org/10.1007/s10994-008-5077-3 DO - 10.1007/s10994-008-5077-3 ID - Vens2008 ER - TY - CHAP AU - Yang, D. AU - Lee, W. PY - 2004 DA - 2004// TI - Disambiguating music emotion using software agents BT - Proceedings of the 5th International Conference on Music Information Retrieval (ISMIR'04), Barcelona, Spain ID - Yang2004 ER -