{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,25]],"date-time":"2025-09-25T14:50:20Z","timestamp":1758811820032,"version":"3.32.0"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2006,4,20]],"date-time":"2006-04-20T00:00:00Z","timestamp":1145491200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Multimedia Systems"],"published-print":{"date-parts":[[2006,5]]},"DOI":"10.1007\/s00530-006-0027-z","type":"journal-article","created":{"date-parts":[[2006,4,19]],"date-time":"2006-04-19T12:33:14Z","timestamp":1145449994000},"page":"422-437","source":"Crossref","is-referenced-by-count":6,"title":["Discrete wavelet packet transform and ensembles of lazy and eager learners for music genre classification"],"prefix":"10.1007","volume":"11","author":[{"given":"Marco","family":"Grimaldi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"P\u00b4draig","family":"Cunningham","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anil","family":"Kokaram","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2006,4,20]]},"reference":[{"key":"27_CR1","unstructured":"Allamanche, E., Herre, J., Hellmuth, O., Froeba, B., Kastner, T., Kremer, M.: Content-based identification of audio material using mpeg-7 low level description. In: Proceedings of the International Symposium on Music Information Retrieval (ISMIR 2001). Bloomington, IN, USA (2001)"},{"key":"27_CR2","unstructured":"Chang, C.-C., Lin, C.-J.: LIBSVM: a library for support vector machines, 2001. Software available at http:\/\/www.csie.ntu.edu.tw\/cjlin\/libsvm (2001)"},{"key":"27_CR3","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1007\/3-540-45164-1_12","volume-title":"Eleventh European Conference on Machine Learning (ECML 2000)","author":"P. Cunningham","year":"2000","unstructured":"Cunningham, P., Carney, J.: Diversity versus quality in classification ensembles based on feature selection. In: Eleventh European Conference on Machine Learning (ECML 2000). pp. 109\u2013116 Springer-Verlag, Berlin (2000)"},{"key":"27_CR4","doi-asserted-by":"crossref","unstructured":"Daubechies, I.: Ten Lectures on Wavelets. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA (1992)","DOI":"10.1137\/1.9781611970104"},{"key":"27_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/3-540-45014-9_1","volume":"1857","author":"T.G. Dietterich","year":"2000","unstructured":"Dietterich, T.G.: Ensemble methods in machine learning. Lect. Notes Comput. Sci. 1857, 1\u201315 (2000)","journal-title":"Lect. Notes Comput. Sci."},{"key":"27_CR6","unstructured":"Dixon, E.P., Widmer, G.: Classification of dance music by periodicity patterns. In: Proceedings of the International Symposium on Music Information Retrieval (ISMIR 2003). Baltimore, MA, USA (2003)"},{"key":"27_CR7","volume-title":"Fundamentals of Neural Networks: Architecture, Algorithms and Applications","author":"L. Fausett","year":"1994","unstructured":"Fausett, L.: Fundamentals of Neural Networks: Architecture, Algorithms and Applications. Prentice-Hall, Englewood Cliffs (1994)"},{"key":"27_CR8","doi-asserted-by":"crossref","unstructured":"Foote, T.: Content-based retrieval of music and audio. In: Multimedia Storage and Archiving Systems II, Proceedings of the SPIE, vol. 3229, pp. 138\u2013147 (1997)","DOI":"10.1117\/12.290336"},{"key":"27_CR9","unstructured":"Foote, J.: Arthur: retrieving orchestral music by long term structure. In: Proceedings of the International Symposium on Music Information Retrieval (ISMIR 2000). Plymouth, MA, USA, (2000)"},{"key":"27_CR10","unstructured":"F\u00fcrnkranz, J.: Round robin rule learning. In: ICML '01: Proceedings of the Eighteenth International Conference on Machine Learning. pp. 146\u2013153. San Francisco, CA, USA, Morgan Kaufmann (2001)"},{"key":"27_CR11","doi-asserted-by":"crossref","unstructured":"Grimaldi, M., Cunningham, P., Kokaram, A.: A wavelet packet representation of audio signals for music genre classification using different ensemble and feature selection. In: Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval. Berkeley, CA, USA (2003)","DOI":"10.1145\/973264.973281"},{"key":"27_CR12","unstructured":"Grimaldi, M.: Learning to Annotate Music Files using Content Based Retrieval Systems and Wavelet Packet Approximations of the Input Signals. PhD thesis, Trinity College Dublin (2004)"},{"issue":"2","key":"27_CR13","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1109\/72.991427","volume":"13","author":"C.-W. Hsu","year":"2002","unstructured":"Hsu, C.-W., Lin, C.-J.: A comparison of methods for multi-class support vector machines. IEEE Trans. Neural Networks 13(2), 415\u2013425 (2002)","journal-title":"IEEE Trans. Neural Networks"},{"issue":"1-2","key":"27_CR14","first-page":"273","volume":"97","author":"R. Kohavi","year":"1997","unstructured":"Kohavi, R., John, G.H.: Wrappers for feature subset selection. IEEE Trans. Neural Networks 97(1-2), 273\u2013324 (1997)","journal-title":"IEEE Trans. Neural Networks"},{"key":"27_CR15","doi-asserted-by":"crossref","unstructured":"Langley, P.: Selection of relevant features in machine learning. In: Proceedings of the AAAI Fall Symposium on Relevance, New Orleans, USA, AAAI Press (1994)","DOI":"10.21236\/ADA292575"},{"key":"27_CR16","doi-asserted-by":"crossref","unstructured":"Li, T., Ogihara, M., Li, Q.: A comparative study on content-based music genre classification. In: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 282\u2013289 (2003)","DOI":"10.1145\/860435.860487"},{"key":"27_CR17","unstructured":"Logan, B.: Mel frequency cepstral coefficients for music modeling. In: Proceedings of the International Symposium on Music Information Retrieval (ISMIR 2000). Plymouth, MA, USA, 2000"},{"key":"27_CR18","volume-title":"A Wavelet Tour of Signal Processing","author":"S.G. Mallat","year":"1999","unstructured":"Mallat, S.G.: A Wavelet Tour of Signal Processing. Academic Press, San Diego (1999)"},{"key":"27_CR19","doi-asserted-by":"crossref","unstructured":"Martin, K.: Musical instrument identification: a pattern-recognition approach. In: The 136th Meeting of the Acoustical Society of America (1998)","DOI":"10.1121\/1.424083"},{"key":"27_CR20","unstructured":"Martin, K.D.: Toward automatic sound source recognition: identifying musical instruments. In: Proceedings of the NATO Computational Hearing Advanced Institute. Il Ciocco, Italy (1998)"},{"key":"27_CR21","unstructured":"McKinney, M.F., Breebaart, J.: Features for audio and music classification. In: Proceedings of the International Symposium on Music Information Retrieval (ISMIR 2003). Baltimore, MA, USA (2003)"},{"key":"27_CR22","volume-title":"Machine Learning","author":"T. Mitchell","year":"1997","unstructured":"Mitchell, T.: Machine Learning. McGraw-Hill, New York (1997)"},{"key":"27_CR23","unstructured":"Pienim\u00e4ki, A.: Indexing music databases using automatic extraction of frequent phrases. In: Proceedings of the International Symposium on Music Information Retrieval (ISMIR). Paris, France (2002)"},{"issue":"1","key":"27_CR24","first-page":"81","volume":"1","author":"J.R. Quinlan","year":"1986","unstructured":"Quinlan, J.R.: Induction of decision trees. Mach. Learn. 1(1), 81\u2013106 (1986)","journal-title":"Mach. Learn."},{"issue":"1","key":"27_CR25","doi-asserted-by":"crossref","first-page":"588","DOI":"10.1121\/1.421129","volume":"103","author":"E.D. Scheirer","year":"1998","unstructured":"Scheirer, E.D.: Tempo and beat analysis of acoustic musical signals. J. Acouststic Soc. Am. 103(1), 588\u2013601 (1998)","journal-title":"J. Acouststic Soc. Am."},{"key":"27_CR26","doi-asserted-by":"crossref","unstructured":"Scheirer, E., Slaney, M.: Construction and evaluation of arobust multifeatures speech\/music discriminator. In: IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP), vol. 2, pp. 1331\u20131334. Munich, Germany","DOI":"10.1109\/ICASSP.1997.596192"},{"key":"27_CR27","doi-asserted-by":"crossref","unstructured":"Tzanetakis, G., Ermolinskyi, A., Cook, P.: Pitch histograms in audio and symbolic music information retrieval. In: Proceedings of the International Symposium on Music Information Retrieval (ISMIR 2002). Paris, France (2002)","DOI":"10.1076\/jnmr.32.2.143.16743"},{"key":"27_CR28","unstructured":"Tzanetakis, G., Essl, G., Cook, P.: Automatic musical genre classification of audio signals. In: Proceedings of the International Symposium on Music Information Retrieval (ISMIR). Bloomington, IN, USA (2001)"},{"key":"27_CR29","volume-title":"Statistical Learning Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. Wiley, New York (1998)"},{"key":"27_CR30","doi-asserted-by":"crossref","unstructured":"Wang, Y., Liu, Z., Huang, J.C.: Multimedia content analysis using both audio and visual clues. IEEE Signal Process. Magazine 12\u201336 (2000)","DOI":"10.1109\/79.888862"},{"key":"27_CR31","volume-title":"12th European Conference on Machine Leaming (ECML 2001)","author":"G. Zenobi","year":"2001","unstructured":"Zenobi, G., Cunningham, P.: Using diversity in preparing ensemble of classifiers based on different subsets to minimize generalization error. In: 12th European Conference on Machine Leaming (ECML 2001). Springer-Verlag, Berlin (2001)"},{"key":"27_CR32","unstructured":"Zhang, T., Kuo, C.C.: Hierarchical classification of audio data for archiving and retrieving. In: IEEE International Conference on Acoustic, Speech and Signal Processing (ICASSP). Phoenix, AZ, USA (1999)"}],"container-title":["Multimedia Systems"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-006-0027-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00530-006-0027-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00530-006-0027-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,8]],"date-time":"2025-01-08T13:48:47Z","timestamp":1736344127000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00530-006-0027-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,4,20]]},"references-count":32,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2006,5]]}},"alternative-id":["27"],"URL":"https:\/\/doi.org\/10.1007\/s00530-006-0027-z","relation":{},"ISSN":["0942-4962","1432-1882"],"issn-type":[{"type":"print","value":"0942-4962"},{"type":"electronic","value":"1432-1882"}],"subject":[],"published":{"date-parts":[[2006,4,20]]}}}