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AAAI
2010
15 years 4 months ago
Bayesian Matrix Factorization with Side Information and Dirichlet Process Mixtures
Matrix factorization is a fundamental technique in machine learning that is applicable to collaborative filtering, information retrieval and many other areas. In collaborative fil...
Ian Porteous, Arthur Asuncion, Max Welling
AIPRF
2008
15 years 4 months ago
Spam Sender Detection with Classification Modeling on Highly Imbalanced Mail Server Behavior Data
Unsolicited commercial or bulk emails or emails containing viruses pose a great threat to the utility of email communications. A recent solution for filtering is reputation systems...
Yuchun Tang, Sven Krasser, Dmitri Alperovitch, Pau...
LREC
2010
153views Education» more  LREC 2010»
15 years 4 months ago
Homographic Ideogram Understanding Using Contextual Dynamic Network
Conventional methods for disambiguation problems have been using statistical methods with co-occurrence of words in their contexts. It seems that human-beings assign appropriate w...
Jun Okamoto, Shun Ishizaki
GRAPHICSINTERFACE
2007
15 years 4 months ago
Location-dependent information appliances for the home
Ethnographic studies of the home revealed the fundamental roles that physical locations and context play in how household members understand and manage conventional information. Y...
Kathryn Elliot, Mark Watson, Carman Neustaedter, S...
ICWS
2007
IEEE
15 years 4 months ago
Reputation-Enhanced QoS-based Web Services Discovery
With an increasing number of Web services providing similar functionalities, Quality of Service (QoS) is becoming an important criterion for selection of the best available servic...
Ziqiang Xu, Patrick Martin, Wendy Powley, Farhana ...