{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T15:23:24Z","timestamp":1725549804276},"publisher-location":"Berlin, Heidelberg","reference-count":25,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642116735"},{"type":"electronic","value":"9783642116742"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-11674-2_17","type":"book-chapter","created":{"date-parts":[[2010,3,10]],"date-time":"2010-03-10T10:30:47Z","timestamp":1268217047000},"page":"390-402","source":"Crossref","is-referenced-by-count":5,"title":["Automatic Musical Genre Classification and Artificial Immune Recognition System"],"prefix":"10.1007","author":[{"given":"Shyamala","family":"Doraisamy","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shahram","family":"Golzari","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"17_CR1","unstructured":"Dannenberg, R., Foote, J., Tzanetakis, G., Weare, C.: Panel: New Directions in Music Information Retrieval. In: Int. Computer Music Conf., Int. Computer Music Association, pp. 52\u201359 (2001)"},{"key":"17_CR2","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1109\/TSA.2002.800560","volume":"10","author":"G. Tzanetakis","year":"2002","unstructured":"Tzanetakis, G., Cook, P.: Musical Genre Classification of Audio Signals. IEEE Transactions on Speech and Audio Processing\u00a010, 293\u2013302 (2002)","journal-title":"IEEE Transactions on Speech and Audio Processing"},{"key":"17_CR3","doi-asserted-by":"publisher","first-page":"27","DOI":"10.1109\/93.556537","volume":"3","author":"E. Wold","year":"1996","unstructured":"Wold, E., Blum, T., Keislar, D., Wheaton, J.: Content-based Classification, Search, and Retrieval of Audio. IEEE Multimedia\u00a03, 27\u201336 (1996)","journal-title":"IEEE Multimedia"},{"key":"17_CR4","unstructured":"Norowi, N.M., Doraisamy, S., Rahmat, R.W.: Traditional Malaysian musical genres classification based on the analysis of beat feature in audio. J. Information Technology in Asia (2007)"},{"key":"17_CR5","doi-asserted-by":"crossref","unstructured":"Silla, J., Carlos, N., Kaestner, C.A.A., Koerich, A.L.: Automatic Music Genre Classification Using Ensemble of Classifiers. In: IEEE Int. Conf. of Systems, Man and Cybernetics (SMC), pp. 1687\u20131692 (2007)","DOI":"10.1109\/ICSMC.2007.4414136"},{"key":"17_CR6","doi-asserted-by":"crossref","first-page":"526","DOI":"10.1007\/s00500-002-0237-z","volume":"7","author":"L.N. Castro de","year":"2003","unstructured":"de Castro, L.N., Timmis, J.: Artificial Immune Systems as a novel Soft Computing Paradigm. J. Soft Computing\u00a07, 526\u2013544 (2003)","journal-title":"J. Soft Computing"},{"key":"17_CR7","volume-title":"Artificial Immune Systems: A New Computational Intelligence Approach","author":"L.N. Castro de","year":"2002","unstructured":"de Castro, L.N., Timmis, J.: Artificial Immune Systems: A New Computational Intelligence Approach. Springer, Heidelberg (2002)"},{"key":"17_CR8","unstructured":"Watkins, A.: A Resource Limited Artificial Immune Classifier, M.S. thesis, Department of Computer Science, Mississippi State University, USA (2001)"},{"key":"17_CR9","unstructured":"Golzari, S., Doraisamy, S., Sulaiman, M.N., Udzir, N.I.: A Comprehensive Study in Benchmarking Feature Selection and Classification Approaches for Traditional Malay Music Genre Classification. In: Proc. of the 2008 Int. Conf. on Data Mining (DMIN), pp. 71\u201377 (2008)"},{"key":"17_CR10","unstructured":"Nasaruddin, M.G.: Muzik Tradisional Malaysia. Dewan bahasa dan pustaka, Kuala Lumpur, Malaysia (2003)"},{"key":"17_CR11","volume-title":"Malaysian Shadow Play and Music: Continuity of an Oral Tradition","author":"P. Matusky","year":"1993","unstructured":"Matusky, P.: Malaysian Shadow Play and Music: Continuity of an Oral Tradition. Oxford University Press, Oxford (1993)"},{"key":"17_CR12","doi-asserted-by":"crossref","unstructured":"Ang, M.: Layered Architectural Model for Music: Malaysian Music on the World Wide Web. Ph.D. dissertation, UPM (1998)","DOI":"10.1017\/S1355771898002039"},{"key":"17_CR13","doi-asserted-by":"publisher","first-page":"173","DOI":"10.2307\/849928","volume":"2","author":"J. Becker","year":"1968","unstructured":"Becker, J.: The Percussive Patterns in the Music of Mainland Southeast Asia. J. Ethnomusicology\u00a02, 173\u2013191 (1968)","journal-title":"J. Ethnomusicology"},{"key":"17_CR14","unstructured":"Hall, M.A., Smith, L.A.: Practical feature subset selection for machine learning. In: Proc. of the 21st Australian Computer Science Conf., pp. 181\u2013191 (1998)"},{"key":"17_CR15","volume-title":"Mining: Practical Machine Learning Tools and Techniques","author":"H. Witten","year":"2005","unstructured":"Witten, H., Frank, E.: Mining: Practical Machine Learning Tools and Techniques, 2nd edn. Morgan Kaufmann, San Francisco (2005)","edition":"2"},{"key":"17_CR16","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1136\/jamia.2000.0070028","volume":"7","author":"J.H. Carter","year":"2000","unstructured":"Carter, J.H.: The immune systems as a model for pattern recognition and classification. J. American Medical Informatics Association\u00a07, 28\u201341 (2000)","journal-title":"J. American Medical Informatics Association"},{"key":"17_CR17","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/S0950-7051(01)00088-0","volume":"14","author":"J. Timmis","year":"2001","unstructured":"Timmis, J., Neal, M.: A Resource Limited Artificial Immune System. Knowledge Based Systems\u00a014, 121\u2013130 (2001)","journal-title":"Knowledge Based Systems"},{"key":"17_CR18","unstructured":"Marwah, G., Boggess, L.: Artificial Immune Systems for Classification: Some Issues. In: Proc. of the 1st Int. Conf. on Artificial Immune Systems (ICARIS), pp. 149\u2013153 (2002)"},{"key":"17_CR19","doi-asserted-by":"crossref","unstructured":"Watkins, A., Boggess, L.: A New Classifier Based on Resource Limited Artificial Immune Systems. In: Congress on Evolutionary Computation, Part of the World Congress on Computational Intelligence, pp. 1546\u20131551 (2002)","DOI":"10.1109\/CEC.2002.1004472"},{"key":"17_CR20","unstructured":"Watkins, A., Timmis, J.: Artificial Immune Recognition System (AIRS): Revisions and Refinements. In: Proc. of the 1st Int. Conf. on Artificial Immune Systems (ICARIS), pp. 173\u2013181 (2002)"},{"key":"17_CR21","unstructured":"Watkins, A.: Exploiting Immunological Metaphors in the Development of Serial, Parallel, and Distributed Learning Algorithms. Ph.D dissertation, Computer Science, University of Kent, England (2005)"},{"key":"17_CR22","doi-asserted-by":"publisher","first-page":"291","DOI":"10.1023\/B:GENP.0000030197.83685.94","volume":"5","author":"A. Watkins","year":"2004","unstructured":"Watkins, A., Timmis, J., Boggess, L.: Artificial Immune Recognition System (AIRS): An Immune-Inspired Supervised Learning Algorithm. Genetic Programming and Evolvable Machines\u00a05, 291\u2013317 (2004)","journal-title":"Genetic Programming and Evolvable Machines"},{"key":"17_CR23","unstructured":"Frank, E., Witten, I.H.: Generating Accurate Rule Sets without Global Optimization. In: 15th Int. Conf. on Machine Learning (1998)"},{"key":"17_CR24","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1162\/089976601300014493","volume":"13","author":"S.S. Keerthi","year":"2001","unstructured":"Keerthi, S.S., Shevade, S.K., Bhattacharyya, C., Murthy, K.R.K.: Improvements to Platt\u2019s SMO Algorithm for SVM Classifier Design. Neural Computation\u00a013, 637\u2013649 (2001)","journal-title":"Neural Computation"},{"key":"17_CR25","first-page":"191","volume":"41","author":"J.C. Houwelingen van","year":"1992","unstructured":"van Houwelingen, J.C., le Cessie, S.: Ridge Estimators in Logistic Regression. J. Royal Statistical Society - Series C: Applied Statistics\u00a041, 191\u2013201 (1992)","journal-title":"J. Royal Statistical Society - Series C: Applied Statistics"}],"container-title":["Studies in Computational Intelligence","Advances in Music Information Retrieval"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-11674-2_17.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T02:42:47Z","timestamp":1606185767000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-11674-2_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642116735","9783642116742"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-11674-2_17","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2010]]}}}