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COLT
1992
Springer
15 years 8 months ago
Learning Switching Concepts
We consider learning in situations where the function used to classify examples may switch back and forth between a small number of different concepts during the course of learnin...
Avrim Blum, Prasad Chalasani
SIGIR
2008
ACM
15 years 4 months ago
Personalized active learning for collaborative filtering
Collaborative Filtering (CF) requires user-rated training examples for statistical inference about the preferences of new users. Active learning strategies identify the most infor...
Abhay Harpale, Yiming Yang
SQJ
2008
94views more  SQJ 2008»
15 years 4 months ago
Simulation-based analysis of UML statechart diagrams: methods and case studies
- We present a comprehensive UML statechart diagram analysis framework. This framework allows one to progressively perform different analysis operations to analyze UML statechart d...
Jiexin Lian, Zhaoxia Hu, Sol M. Shatz
ICDE
2003
IEEE
145views Database» more  ICDE 2003»
16 years 6 months ago
PXML: A Probabilistic Semistructured Data Model and Algebra
Despite the recent proliferation of work on semistructured data models, there has been little work to date on supporting uncertainty in these models. In this paper, we propose a m...
Edward Hung, Lise Getoor, V. S. Subrahmanian
SIGSOFT
2005
ACM
16 years 5 months ago
Moose: an agile reengineering environment
Software systems are complex and difficult to analyze. Reengineering is a complex activity that usually involves combining different techniques and tools. Moose is an reengineerin...
Oscar Nierstrasz, Stéphane Ducasse, Tudor G...