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» Terascale music mining
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GFKL
2005
Springer
144views Data Mining» more  GFKL 2005»
13 years 10 months ago
Visual Mining in Music Collections
We describe the MusicMiner system for organizing large collections of music with databionic mining techniques. Visualization based on perceptually motivated audio features and Emer...
Fabian Mörchen, Alfred Ultsch, Mario Nöc...
JCDL
2004
ACM
170views Education» more  JCDL 2004»
13 years 10 months ago
Looking for new, not known music only: music retrieval by melody style
With the growth of digital music, content-based music retrieval (CBMR) has attracted increasingly attention. For most CBMR systems, the task is to return music objects similar to ...
Fang-Fei Kuo, Man-Kwan Shan
WSDM
2012
ACM
246views Data Mining» more  WSDM 2012»
12 years 26 days ago
Auralist: introducing serendipity into music recommendation
Recommendation systems exist to help users discover content in a large body of items. An ideal recommendation system should mimic the actions of a trusted friend or expert, produc...
Yuan Cao Zhang, Diarmuid Ó Séaghdha,...
CORR
2008
Springer
126views Education» more  CORR 2008»
13 years 4 months ago
Mining User Profiles to Support Structure and Explanation in Open Social Networking
The proliferation of media sharing and social networking websites has brought with it vast collections of site-specific user generated content. The result is a Social Networking Di...
Avare Stewart, Ernesto Diaz-Aviles, Wolfgang Nejdl
ICASSP
2011
IEEE
12 years 9 months ago
Time-constrained sequential pattern discovery for music genre classification
Music consists of both local and long-term temporal information. However, for a genre classification task, most of the text categorization based approaches only capture local temp...
Jia-Min Ren, Jyh-Shing Roger Jang