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ICML
1995
IEEE
14 years 9 months ago
Ant-Q: A Reinforcement Learning Approach to the Traveling Salesman Problem
In this paper we introduce Ant-Q, a family of algorithms which present many similarities with Q-learning (Watkins, 1989), and which we apply to the solution of symmetric and asymm...
Luca Maria Gambardella, Marco Dorigo
ICSE
2009
IEEE-ACM
14 years 9 months ago
Locating need-to-translate constant strings for software internationalization
Modern software applications require internationalization to be distributed to different regions of the world. In various situations, many software applications are not internatio...
Xiaoyin Wang, Lu Zhang, Tao Xie, Hong Mei, Jiasu S...
WWW
2007
ACM
14 years 9 months ago
Modeling user behavior in recommender systems based on maximum entropy
We propose a model for user purchase behavior in online stores that provide recommendation services. We model the purchase probability given recommendations for each user based on...
Tomoharu Iwata, Kazumi Saito, Takeshi Yamada
WWW
2007
ACM
14 years 9 months ago
Generative models for name disambiguation
Name ambiguity is a special case of identity uncertainty where one person can be referenced by multiple name variations in different situations or even share the same name with ot...
Yang Song, Jian Huang 0002, Isaac G. Councill, Jia...
WWW
2006
ACM
14 years 9 months ago
Bootstrapping semantics on the web: meaning elicitation from schemas
In most web sites, web-based applications (such as web portals, emarketplaces, search engines), and in the file systems of personal computers, a wide variety of schemas (such as t...
Paolo Bouquet, Luciano Serafini, Stefano Zanobini,...