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CVPR
2011
IEEE
13 years 1 months ago
Compact Hashing with Joint Optimization of Search Accuracy and Time
Similarity search, namely, finding approximate nearest neighborhoods, is the core of many large scale machine learning or vision applications. Recently, many research results dem...
Junfeng He, Regunathan Radhakrishnan, Shih-Fu Chan...
PVLDB
2010
135views more  PVLDB 2010»
13 years 7 months ago
P2PDocTagger: Content management through automated P2P collaborative tagging
As the amount of user generated content grows, personal information management has become a challenging problem. Several information management approaches, such as desktop search,...
Hock Hee Ang, Vivekanand Gopalkrishnan, Wee Keong ...
DAS
2004
Springer
14 years 2 months ago
Self-organizing Maps and Ancient Documents
Abstract. This paper presents how Self-Organizing Maps and especially Kohonen maps can be applied to digital images of ancient collections in the perspective of valorization and di...
Eddie Smigiel, Abdel Belaïd, Hatem Hamza
GECCO
2003
Springer
182views Optimization» more  GECCO 2003»
14 years 2 months ago
Spatial Operators for Evolving Dynamic Bayesian Networks from Spatio-temporal Data
Learning Bayesian networks from data has been studied extensively in the evolutionary algorithm communities [Larranaga96, Wong99]. We have previously explored extending some of the...
Allan Tucker, Xiaohui Liu, David Garway-Heath
WISE
2010
Springer
13 years 7 months ago
Neighborhood-Restricted Mining and Weighted Application of Association Rules for Recommenders
Abstract. Association rule mining algorithms such as Apriori were originally developed to automatically detect patterns in sales transactions and were later on also successfully ap...
Fatih Gedikli, Dietmar Jannach