{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T18:21:36Z","timestamp":1761675696664},"publisher-location":"Berlin, Heidelberg","reference-count":26,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642041242"},{"type":"electronic","value":"9783642041259"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-642-04125-9_31","type":"book-chapter","created":{"date-parts":[[2009,8,26]],"date-time":"2009-08-26T11:14:40Z","timestamp":1251285280000},"page":"281-290","source":"Crossref","is-referenced-by-count":17,"title":["Musical Instruments in Random Forest"],"prefix":"10.1007","author":[{"given":"Miron","family":"Kursa","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Witold","family":"Rudnicki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alicja","family":"Wieczorkowska","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"El\u017cbieta","family":"Kubera","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Agnieszka","family":"Kubik-Komar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"31_CR1","doi-asserted-by":"publisher","first-page":"153","DOI":"10.3141\/2083-18","volume":"2083","author":"M. Abdel-Aty","year":"2008","unstructured":"Abdel-Aty, M., Pande, A., Das, A., Knibbe, W.: Assessing Safety on Dutch Freeways with Data from Infrastructure-Based Intelligent Transportation Systems. Transp. Res. Rec.\u00a02083, 153\u2013161 (2008)","journal-title":"Transp. Res. Rec."},{"key":"31_CR2","doi-asserted-by":"crossref","unstructured":"Bureau, A., Dupuis, J., Falls, K., Lunetta, K., Hayward, B., Keith, T., Eerdewegh, P.: Identifying SNPs Predictive of Phenotype Using Random Forests. Gen. Epidem.\u00a028 (2005)","DOI":"10.1002\/gepi.20041"},{"key":"31_CR3","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L. Breiman","year":"2001","unstructured":"Breiman, L.: Random Forests. Machine Learning\u00a045, 5\u201332 (2001), http:\/\/www.stat.berkeley.edu\/~breiman\/RandomForests\/cc_papers.htm","journal-title":"Machine Learning"},{"key":"31_CR4","doi-asserted-by":"publisher","first-page":"339","DOI":"10.1016\/j.micromeso.2008.07.027","volume":"117","author":"D.A. Carr","year":"2009","unstructured":"Carr, D.A., Lach-Hab, M., Yang, S.J., Vaisman, I.I., Blaisten-Barojas, E.: Machine learning approach for structure-based zeolite classification. Micropor. Macropor. Mat.\u00a0117, 339\u2013349 (2009)","journal-title":"Micropor. Macropor. Mat."},{"key":"31_CR5","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1080\/09298219408570648","volume":"23","author":"P. Cosi","year":"1994","unstructured":"Cosi, P., De Poli, G., Lauzzana, G.: Auditory Modelling and Self-Organizing Neural Networks for Timbre Classification. J. New Music Research\u00a023, 71\u201398 (1994)","journal-title":"J. New Music Research"},{"key":"31_CR6","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1186\/1471-2105-7-3","volume":"7","author":"R. Diaz-Uriarte","year":"2006","unstructured":"Diaz-Uriarte, R., Alvarez de Andres, S.: Gene selection and classification of microarray data using random forest. BMC Bioinformatics\u00a07, 3 (2006)","journal-title":"BMC Bioinformatics"},{"issue":"2-3","key":"31_CR7","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1007\/s10844-005-0320-x","volume":"24","author":"M. Dziubinski","year":"2005","unstructured":"Dziubinski, M., Dalka, P., Kostek, B.: Estimation of musical sound separation algorithm effectiveness employing neural networks. J. Intel. Inf. Syst.\u00a024(2-3), 133\u2013157 (2005)","journal-title":"J. Intel. Inf. Syst."},{"key":"31_CR8","unstructured":"Fujinaga, I., McMillan, K.: Realtime recognition of orchestral instruments. In: Proceedings of the International Computer Music Conference, pp. 141\u2013143 (2000)"},{"issue":"4","key":"31_CR9","first-page":"311","volume":"43","author":"M. Goto","year":"2004","unstructured":"Goto, M.: A real-time music-scene-description system: predominant-f0 estimation for detecting melody and bass lines in real-world audio signals. ISCA\u00a043(4), 311\u2013329 (2004)","journal-title":"ISCA"},{"key":"31_CR10","unstructured":"Herrera, P., Amatriain, X., Batlle, E., Serra, X.: Towards instrument segmentation for music content description: a critical review of instrument classification techniques. In: International Symposium on Music Information Retrieval ISMIR (2000)"},{"key":"31_CR11","unstructured":"ISO: MPEG-7 Overview, http:\/\/www.chiariglione.org\/mpeg\/"},{"key":"31_CR12","unstructured":"Kaminskyj, I.: Multi-feature Musical Instrument Classifier. MikroPolyphonie\u00a06 (2000)"},{"key":"31_CR13","unstructured":"Klapuri, A.: Signal processing methods for the automatic transcription of music. Ph.D. thesis, Tampere University of Technology, Finland (2004)"},{"key":"31_CR14","unstructured":"Kursa, M., Jankowski, A., Rudnicki, W.: Boruta \u2013 a system for feature selection. In: Nguyen, H.S., Huynh, V.N. (eds.) SCKT-08 Hanoi Vietnam (PRICAI 2008), pp. 122\u2013133 (2009)"},{"key":"31_CR15","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1186\/1471-2156-5-32","volume":"5","author":"K.L. Lunetta","year":"2004","unstructured":"Lunetta, K.L., Hayward, L.B., Segal, J., Eerdewegh, P.V.: Screening Large-Scale Association Study Data: Exploiting Interactions Using Random Forests. BMC Genetics\u00a05, 32 (2004)","journal-title":"BMC Genetics"},{"key":"31_CR16","unstructured":"Martin, K.D., Kim, Y.E.: 2pMU9. Musical instrument identification: A pattern-recognition approach. 136 meeting Acoustical Soc. America, Norfolk, VA (1998)"},{"key":"31_CR17","unstructured":"Opolko, F., Wapnick, J.: MUMS \u2013 McGill University Master Samples. CD\u2019s (1987)"},{"key":"31_CR18","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1007\/11908029_58","volume-title":"Rough Sets and Current Trends in Computing","author":"W. Rudnicki","year":"2006","unstructured":"Rudnicki, W., Kierczak, M., Koronacki, J., Komorowski, J.: A Statistical Method for Determining Importance of Variables in an Information System. In: Greco, S., Hata, Y., Hirano, S., Inuiguchi, M., Miyamoto, S., Nguyen, H.S., S\u0142owi\u0144ski, R. (eds.) RSCTC 2006. LNCS (LNAI), vol.\u00a04259, pp. 557\u2013566. Springer, Heidelberg (2006)"},{"key":"31_CR19","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1186\/1471-2105-8-25","volume":"8","author":"C. Strobl","year":"2007","unstructured":"Strobl, C., Boulesteix, A., Zeileis, A., Hothorn, T.: Bias in random forest variable importance measures: Illustrations, sources and a solution. BMC Bioinformatics\u00a08, 25 (2007)","journal-title":"BMC Bioinformatics"},{"key":"31_CR20","unstructured":"Strobl, C., Zeileis, A.: Danger: High Power! \u2013 Exploring the Statistical Properties of a Test for Random Forest Variable Importance. Tech. Rep.17. Univ. Munich (2008)"},{"key":"31_CR21","doi-asserted-by":"crossref","unstructured":"Strobl, C., Boulesteix, A.-L., Kneib, T., Augistin, T., Zeileis, A.: Conditional Variable Importance for Random Forests. Tech. Rep. 23. Dept. Stat., Univ. of Munich (2008)","DOI":"10.1186\/1471-2105-9-307"},{"key":"31_CR22","doi-asserted-by":"publisher","first-page":"74","DOI":"10.1002\/art.21695","volume":"55","author":"M.M. Ward","year":"2006","unstructured":"Ward, M.M., Pajevic, S., Dreyfuss, J., Malley, J.D.: Short-Term Prediction of Mortality in Patients with Systemic Lupus Erythematosus: Classification of Outcomes Using Random Forests. Arthritis and Rheumatism\u00a055, 74\u201380 (2006)","journal-title":"Arthritis and Rheumatism"},{"key":"31_CR23","unstructured":"Wieczorkowska, A., Kubera, E., Kubik-Komar, A.: Analysis of Recognition of a Musical Instrument in Sound Mixes Using Support Vector Machines. In: Nguyen, H.S., Huynh, V.N. (eds.) SCKT 2008 Hanoi, Vietnam (PRICAI 2008), pp. 110\u2013121 (2008)"},{"key":"31_CR24","series-title":"LNAI","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0095123","volume-title":"Foundations of Intelligent Systems","author":"A. Wieczorkowska","year":"1999","unstructured":"Wieczorkowska, A.: Rough Sets as a Tool for Audio Signal Classification. In: Ra\u015b, Z.W., Skowron, A. (eds.) ISMIS 1999. LNCS (LNAI), vol.\u00a01609. Springer, Heidelberg (1999)"},{"key":"31_CR25","doi-asserted-by":"publisher","first-page":"5445","DOI":"10.1016\/j.eswa.2008.06.121","volume":"36","author":"Y.Y. Xie","year":"2009","unstructured":"Xie, Y.Y., Li, X., Ngai, E.W.T., Ying, W.Y.: Customer churn prediction using improved balanced random forests. Expert Syst. Appl.\u00a036, 5445\u20135449 (2009)","journal-title":"Expert Syst. Appl."},{"key":"31_CR26","unstructured":"Zhang, X.: Cooperative Music Retrieval Based on Automatic Indexing of Music by Instruments and Their Types. Ph.D thesis, Univ. North Carolina, Charlotte (2007)"}],"container-title":["Lecture Notes in Computer Science","Foundations of Intelligent Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-04125-9_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,22]],"date-time":"2019-05-22T05:25:00Z","timestamp":1558502700000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-04125-9_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642041242","9783642041259"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-04125-9_31","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}