03392oam 2200733I 450 991046141640332120200520144314.00-429-10572-X1-283-31161-597866133116101-4398-3555-110.1201/b11041 (CKB)2670000000122377(EBL)1633711(SSID)ssj0000555171(PQKBManifestationID)11386054(PQKBTitleCode)TC0000555171(PQKBWorkID)10518298(PQKB)11453242(MiAaPQ)EBC1633711(CaSebORM)9781439835555(Au-PeEL)EBL1633711(CaPaEBR)ebr10502494(CaONFJC)MIL331161(OCoLC)760992359(OCoLC)756680089(EXLCZ)99267000000012237720180331d2012 uy 0engur|n|---|||||txtccrMusic data mining /edited by Tao Li, Mitsunori Ogihara, George Tzanetakis1st editionBoca Raton, Fla. :CRC Press,2012.1 online resource (372 p.)Chapman & Hall/CRC data mining and knowledge discovery seriesA Chapman & Hall book.1-4665-3440-0 1-4398-3552-7 Includes bibliographical references.Front Cover; Contents; List of Figures; List of Tables; Preface; List of Contributors; I. Fundamental Topics; 1. Music Data Mining: An Introduction; 2. Audio Feature Extraction; II. Classification; 3. Auditory Sparse Coding; 4. Instrument Recognition; 5. Mood and Emotional Classification; 6. Zipf's Law, Power Laws, and Music Aesthetics; III. Social Aspects of Music Data Mining; 7. Web-Based and Community-Based Music Information Extraction; 8. Indexing Music with Tags; 9. Human Computation for Music Classification; IV. Advanced Topics; 10. Hit Song Science11. Symbolic Data Mining in MusicologyThe research area of music information retrieval has gradually evolved to address the challenges of effectively accessing and interacting large collections of music and associated data, such as styles, artists, lyrics, and reviews. Bringing together an interdisciplinary array of top researchers, Music Data Mining presents a variety of approaches to successfully employ data mining techniques for the purpose of music processing.The book first covers music data mining tasks and algorithms and audio feature extraction, providing a framework for subsequent chapters. With a focus on data classificatChapman & Hall/CRC data mining and knowledge discovery series.Musical analysisData processingData miningInformation storage and retrieval systemsMusicElectronic books.Musical analysisData processing.Data mining.Information storage and retrieval systems780.285/6312Li Tao928938Ogihara Mitsunori1963-725999Tzanetakis George1975-928939MiAaPQMiAaPQMiAaPQBOOK9910461416403321Music data mining2087759UNINA