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ICDM
2005
IEEE
139views Data Mining» more  ICDM 2005»
14 years 1 months ago
Stability of Feature Selection Algorithms
With the proliferation of extremely high-dimensional data, feature selection algorithms have become indispensable components of the learning process. Strangely, despite extensive ...
Alexandros Kalousis, Julien Prados, Melanie Hilari...
KAIS
2007
97views more  KAIS 2007»
13 years 7 months ago
Stability of feature selection algorithms: a study on high-dimensional spaces
With the proliferation of extremely high-dimensional data, feature selection algorithms have become indispensable components of the learning process. Strangely, despite extensive ...
Alexandros Kalousis, Julien Prados, Melanie Hilari...
CDC
2009
IEEE
108views Control Systems» more  CDC 2009»
14 years 5 days ago
Robust stability and performance analysis for multiple model adaptive controllers
— For an Estimation Based Multiple Model Switched Adaptive Control (EMMSAC) algorithm controlling a MIMO minimal LTI plant, lp, 1 ≤ p ≤ ∞ bounds on the gain from the input ...
Dominic Pasqual Buchstaller, Mark French
NPC
2005
Springer
14 years 29 days ago
A Resource-Based Server Performance Control for Grid Computing Systems
With the rapid advances in Internet and Grid technique, an increasing number of applications will involve computing systems. These applications in turn create an increasing demand ...
Naixue Xiong, Xavier Défago, Yanxiang He, Y...
SIGCOMM
2004
ACM
14 years 27 days ago
Delayed stability and performance of distributed congestion control
Recent research efforts to design better Internet transport protocols combined with scalable Active Queue Management (AQM) have led to significant advances in congestion control...
Yueping Zhang, Seong-ryong Kang, Dmitri Loguinov