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SBIA
2004
Springer
14 years 29 days ago
Learning with Drift Detection
Abstract. Most of the work in machine learning assume that examples are generated at random according to some stationary probability distribution. In this work we study the problem...
João Gama, Pedro Medas, Gladys Castillo, Pe...
CSB
2003
IEEE
130views Bioinformatics» more  CSB 2003»
14 years 28 days ago
A Computational Approach to Reconstructing Gene Regulatory Networks
Reverse-engineering of gene networks using linear models often results in an underdetermined system because of excessive unknown parameters. In addition, the practical utility of ...
Xutao Deng, Hesham H. Ali
HICSS
2003
IEEE
88views Biometrics» more  HICSS 2003»
14 years 27 days ago
Information Technology Fashions: Lifecycle Phase Analysis
Over the last decade, studies of management fashions have shown that the rise and fall of the fashions can be seen as a reflection of a knowledge enterprise, where knowledge of ne...
Jintae Lee, Emilio Collar Jr.
HICSS
2003
IEEE
146views Biometrics» more  HICSS 2003»
14 years 27 days ago
A Model for the Emergence and Diffusion of Software Standards
The economic impact of the growth dynamic of standards is often described from a macroeconomic point of view, employing network effect theory and models dealing with externalities...
Tim Stockheim, Michael Schwind, Wolfgang Köni...
DIALM
2003
ACM
175views Algorithms» more  DIALM 2003»
14 years 26 days ago
Equilibria in topology control games for ad hoc networks
We study topology control problems in ad hoc networks, where network nodes get to choose their power levels in order to ensure desired connectivity properties. Unlike most other w...
Stephan Eidenbenz, V. S. Anil Kumar, Sibylle Zust