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AAAI
2010
15 years 8 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
IJCAI
2007
15 years 8 months ago
Optimistic Active-Learning Using Mutual Information
An “active learning system” will sequentially decide which unlabeled instance to label, with the goal of efficiently gathering the information necessary to produce a good cla...
Yuhong Guo, Russell Greiner
ECIS
2003
15 years 7 months ago
Positivist single case study research in information systems: a critical analysis
Positivist, single case study is an important research approach within the information systems discipline. This paper provides detailed definitions of key concepts in positivist, ...
Graeme G. Shanks, Anne N. Parr
NAACL
2004
15 years 7 months ago
Multiple Similarity Measures and Source-Pair Information in Story Link Detection
State-of-the-art story link detection systems, that is, systems that determine whether two stories are about the same event or linked, are usually based on the cosine-similarity m...
Francine Chen, Ayman Farahat, Thorsten Brants
DSS
2006
104views more  DSS 2006»
15 years 6 months ago
Supply chain information sharing in a macro prediction market
This paper aims to address supply chain partners' incentives for information sharing from an information systems design perspective. Specifically, we consider a supply chain ...
Zhiling Guo, Fang Fang, Andrew B. Whinston