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ICPR
2008
IEEE
16 years 1 months ago
Feature selection for clustering with constraints using Jensen-Shannon divergence
In semi-supervised clustering, domain knowledge can be converted to constraints and used to guide the clustering. In this paper we propose a feature selection algorithm for semi-s...
Yuanhong Li, Ming Dong, Yunqian Ma
159
Voted
ICDE
2007
IEEE
130views Database» more  ICDE 2007»
16 years 1 months ago
A Survey of Explanations in Recommender Systems
This paper provides a comprehensive review of explanations in recommender systems. We highlight seven possible advantages of an explanation facility, and describe how existing mea...
Nava Tintarev, Judith Masthoff
218
Voted
ICMCS
2006
IEEE
111views Multimedia» more  ICMCS 2006»
16 years 1 months ago
Integration of Background Modeling and Object Tracking
Background model and tracking became critical components for many vision-based applications. Typically, background modeling and object tracking are mutually independent in many ap...
Yu-Ting Chen, Chu-Song Chen, Yi-Ping Hung
ISMIR
2005
Springer
165views Music» more  ISMIR 2005»
16 years 16 days ago
Visual Playlist Generation on the Artist Map
This paper describes a visual playlist creation method based on a previously designed visualization technique for large music collections. The method gives users high-level contro...
Rob van Gulik, Fabio Vignoli
ICA
2004
Springer
16 years 12 days ago
Non-linear ICA by Using Isometric Dimensionality Reduction
In usual ICA methods, sources are typically estimated by maximizing a measure of their statistical independence. This paper explains how to perform non-linear ICA by preprocessing ...
John Aldo Lee, Christian Jutten, Michel Verleysen