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ICDM
2010
IEEE
217views Data Mining» more  ICDM 2010»
13 years 7 months ago
iSAX 2.0: Indexing and Mining One Billion Time Series
There is an increasingly pressing need, by several applications in diverse domains, for developing techniques able to index and mine very large collections of time series. Examples...
Alessandro Camerra, Themis Palpanas, Jin Shieh, Ea...
CSE
2009
IEEE
13 years 7 months ago
Size Matters: Variation in Personal Network Size, Personality and Effect on Information Transmission
In the last decade, there has been a massive increase in network research across both the social and physical sciences. In Physics and Mathematics, there have been extensive work o...
Yu-En Lu, Sam Roberts, Pietro Liò, Robin Du...
DMIN
2009
132views Data Mining» more  DMIN 2009»
13 years 7 months ago
Understanding Support Vector Machine Classifications via a Recommender System-Like Approach
Support vector machines are a valuable tool for making classifications, but their black-box nature means that they lack the natural explanatory value that many other classifiers po...
David Barbella, Sami Benzaid, Janara M. Christense...
ECIR
2009
Springer
13 years 7 months ago
Active Learning Strategies for Multi-Label Text Classification
Abstract. Active learning refers to the task of devising a ranking function that, given a classifier trained from relatively few training examples, ranks a set of additional unlabe...
Andrea Esuli, Fabrizio Sebastiani
HCI
2009
13 years 7 months ago
YVision: A General Purpose Software Composition Framework
Abstract. Expectations for the industry of Human Computer Interaction are much higher today than they were ten or even five years ago. Innovative solutions to sense and gather info...
Antão Almada, Gonçalo Lopes, Andr&ea...