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WAIM
2004
Springer
15 years 11 months ago
An Empirical Study of Building Compact Ensembles
Abstract. Ensemble methods can achieve excellent performance relying on member classifiers’ accuracy and diversity. We conduct an empirical study of the relationship of ensemble...
Huan Liu, Amit Mandvikar, Jigar Mody
CLUSTER
2003
IEEE
15 years 11 months ago
Communication Middleware Systems for Heterogenous Clusters: A Comparative Study
This paper presents a comparative study of the communication middleware systems suitable for aggregating computational clusters with heterogeneous incompatible SANs into a common ...
Daniel Balkanski, Mario Trams, Wolfgang Rehm
DATE
2003
IEEE
154views Hardware» more  DATE 2003»
15 years 11 months ago
Packetized On-Chip Interconnect Communication Analysis for MPSoC
Interconnect networks play a critical role in shared memory multiprocessor systems-on-chip (MPSoC) designs. MPSoC performance and power consumption are greatly affected by the pac...
Terry Tao Ye, Luca Benini, Giovanni De Micheli
ICDM
2003
IEEE
127views Data Mining» more  ICDM 2003»
15 years 11 months ago
A High-Performance Distributed Algorithm for Mining Association Rules
Abstract. We present a new distributed association rule mining (D-ARM) algorithm that demonstrates superlinear speed-up with the number of computing nodes. The algorithm is the fi...
Assaf Schuster, Ran Wolff, Dan Trock
ICTAI
2003
IEEE
15 years 11 months ago
A Diversity-Controlling Adaptive Genetic Algorithm for the Vehicle Routing Problem with Time Windows
This paper presents an adaptive genetic algorithm (GA) to solve the Vehicle Routing Problem with Time Windows (VRPTW) to near optimal solutions. The algorithm employs a unique dec...
Kenny Qili Zhu