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COLT
2005
Springer
16 years 6 days ago
Towards a Theoretical Foundation for Laplacian-Based Manifold Methods
In recent years manifold methods have attracted a considerable amount of attention in machine learning. However most algorithms in that class may be termed “manifold-motivated...
Mikhail Belkin, Partha Niyogi
OOPSLA
1998
Springer
15 years 11 months ago
Role Model Based Framework Design and Integration
Today, any large object-oriented software system is built using frameworks. Yet, designing frameworks and defining their interaction with clients remains a difficult task. A prima...
Dirk Riehle, Thomas R. Gross
FOIKS
2008
Springer
15 years 8 months ago
SIM-PDT: A Similarity Based Possibilistic Decision Tree Approach
This paper investigates an extension of classification trees to deal with uncertain information where uncertainty is encoded in possibility theory framework. Class labels in data s...
Ilyes Jenhani, Nahla Ben Amor, Salem Benferhat, Zi...
DAIS
2007
15 years 8 months ago
Situation Specification and Realization in Rule-Based Context-Aware Applications
Context-aware applications use and manipulate context information to detect high-level situations, which are used to adapt application behavior. This paper discusses the specificat...
Patricia Dockhorn Costa, João Paulo A. Alme...
IJCAI
2003
15 years 8 months ago
Frequency-Based Coverage Statistics Mining for Data Integration
Recent work in data integration has shown the importance of statistical information about the coverage and overlap of data sources for efficient query processing. Gathering and s...
Zaiqing Nie, Subbarao Kambhampati