By Khalid Saeed, Wladyslaw Homenda
This ebook constitutes the court cases of the 14th IFIP TC eight foreign convention on desktop details platforms and business administration, CISIM 2015, held in Warsaw, Poland, in September 2015.
The forty seven papers offered during this quantity have been conscientiously reviewed and chosen from approximately eighty submissions. the most themes coated are biometrics, safeguard structures, multimedia, type and clustering with purposes, and business management.
Read Online or Download Computer Information Systems and Industrial Management: 14th IFIP TC 8 International Conference, CISIM 2015, Warsaw, Poland, September 24-26, 2015, Proceedings PDF
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Extra resources for Computer Information Systems and Industrial Management: 14th IFIP TC 8 International Conference, CISIM 2015, Warsaw, Poland, September 24-26, 2015, Proceedings
As mentioned before the original FV contains 191 descriptors. Such a large number of parameters allows for an effective classification of musical genres, but at the same time it leads to a very high data redundancy, what results in a reduced classification effectiveness in terms of time consumption. D. student applied PCA-based (Principal Component Analysis) optimization, and they obtained even higher accuracy in the classification process, but most important - classifying music genres was possible in real time based on buffered parts of the processed signals .
They are allocated to 22 music genres: Alternative Rock, Blues, Broadway&Vocalists, Children's Music, Christian&Gospel, Classic Rock, Classical, Country, Dance&DJ, Folk, Hard Rock&Metal, International, Jazz, Latin Music, Miscellaneous, New Age, Opera&Vocal, Pop, Rap&Hip-Hop, Rock, R&B, and Soundtracks. The database contains additional metadata, such as: artist name, album name, genre and song title.