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» Data Mining and Database Systems: Where is the Intersection
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SIGMOD
2008
ACM
100views Database» more  SIGMOD 2008»
13 years 8 months ago
Incorporating string transformations in record matching
Today's record matching infrastructure does not allow a flexible way to account for synonyms such as "Robert" and "Bob" which refer to the same name, and ...
Arvind Arasu, Surajit Chaudhuri, Kris Ganjam, Ragh...
ICDM
2007
IEEE
147views Data Mining» more  ICDM 2007»
14 years 3 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
KDD
2007
ACM
139views Data Mining» more  KDD 2007»
14 years 9 months ago
Raising the baseline for high-precision text classifiers
Many important application areas of text classifiers demand high precision and it is common to compare prospective solutions to the performance of Naive Bayes. This baseline is us...
Aleksander Kolcz, Wen-tau Yih
KDD
2006
ACM
141views Data Mining» more  KDD 2006»
14 years 9 months ago
Statistical entity-topic models
The primary purpose of news articles is to convey information about who, what, when and where. But learning and summarizing these relationships for collections of thousands to mil...
David Newman, Chaitanya Chemudugunta, Padhraic Smy...
PAKDD
2009
ACM
112views Data Mining» more  PAKDD 2009»
14 years 3 months ago
Romanization of Thai Proper Names Based on Popularity of Usages
The lack of standards for Romanization of Thai proper names makes searching activity a challenging task. This is particularly important when searching for people-related documents ...
Akegapon Tangverapong, Atiwong Suchato, Proadpran ...