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ECML
2004
Springer
15 years 12 months ago
Applying Support Vector Machines to Imbalanced Datasets
Support Vector Machines (SVM) have been extensively studied and have shown remarkable success in many applications. However the success of SVM is very limited when it is applied to...
Rehan Akbani, Stephen Kwek, Nathalie Japkowicz
EDBTW
2004
Springer
15 years 12 months ago
A Query-Adaptive Partial Distributed Hash Table for Peer-to-Peer Systems
The two main approaches to find data in peer-to-peer (P2P) systems are unstructured networks using flooding and structured networks using a distributed index. A distributed index i...
Fabius Klemm, Anwitaman Datta, Karl Aberer
FSE
2004
Springer
113views Cryptology» more  FSE 2004»
15 years 12 months ago
Minimum Distance between Bent and 1-Resilient Boolean Functions
In this paper we study the minimum distance between the set of bent functions and the set of 1-resilient Boolean functions and present a lower bound on that. The bound is proved to...
Soumen Maity, Subhamoy Maitra
GECCO
2004
Springer
129views Optimization» more  GECCO 2004»
15 years 12 months ago
Memetic Optimization of Video Chain Designs
Abstract. Improving image quality is the backbone of highly competitive display industry. Contemporary video processing system design is a challenging optimization problem. General...
Walid Ali, Alexander P. Topchy
GRID
2004
Springer
15 years 12 months ago
On The Feasibility of Running Entity-Level Simulations on Grid Platforms
Scientists have long relied on abstract models to study phenomena that are too complex for direct observation and experimentation. As new scientific modeling methodologies emerge...
Alan Su, Francine Berman, Henri Casanova