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84
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ICDM
2007
IEEE
147views Data Mining» more  ICDM 2007»
15 years 6 months ago
Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights
Recommender systems based on collaborative filtering predict user preferences for products or services by learning past user-item relationships. A predominant approach to collabo...
Robert M. Bell, Yehuda Koren
94
Voted
BMCBI
2007
128views more  BMCBI 2007»
14 years 12 months ago
A Bayesian nonparametric method for prediction in EST analysis
Background: Expressed sequence tags (ESTs) analyses are a fundamental tool for gene identification in organisms. Given a preliminary EST sample from a certain library, several sta...
Antonio Lijoi, Ramsés H. Mena, Igor Prü...
COLING
2010
14 years 6 months ago
A Hierarchical Classifier Applied to Multi-way Sentiment Detection
This paper considers the problem of document-level multi-way sentiment detection, proposing a hierarchical classifier algorithm that accounts for the inter-class similarity of tag...
Adrian Bickerstaffe, Ingrid Zukerman
LREC
2010
152views Education» more  LREC 2010»
15 years 1 months ago
Predicting Persuasiveness in Political Discourses
In political speeches, the audience tends to react or resonate to signals of persuasive communication, including an expected theme, a name or an expression. Automatically predicti...
Carlo Strapparava, Marco Guerini, Oliviero Stock
111
Voted
BMCBI
2006
151views more  BMCBI 2006»
14 years 11 months ago
Modeling Sage data with a truncated gamma-Poisson model
Background: Serial Analysis of Gene Expressions (SAGE) produces gene expression measurements on a discrete scale, due to the finite number of molecules in the sample. This means t...
Helene H. Thygesen, Aeilko H. Zwinderman