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KAIS
2007
97views more  KAIS 2007»
13 years 6 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...
AUTOMATICA
2006
137views more  AUTOMATICA 2006»
13 years 6 months ago
A Newton-like method for solving rank constrained linear matrix inequalities
This paper presents a Newton-like algorithm for solving systems of rank constrained linear matrix inequalities. Though local quadratic convergence of the algorithm is not a priori...
Robert Orsi, Uwe Helmke, John B. Moore
IJAC
2007
59views more  IJAC 2007»
13 years 6 months ago
Automorphic Equivalence Problem for Free Associative Algebras of Rank Two
Let K x, y be the free associative algebra of rank 2 over an algebraically closed constructive field of any characteristic. We present an algorithm which decides whether or not tw...
Vesselin Drensky, Jie-Tai Yu
JRTIP
2007
132views more  JRTIP 2007»
13 years 6 months ago
Real-time stabilization of long range observation system turbulent video
The paper presents a real-time algorithm that compensates image distortions due to atmospheric turbulence in video sequences, while keeping the real moving objects in the video unh...
Barak Fishbain, Leonid P. Yaroslavsky, Ianir A. Id...
EMNLP
2004
13 years 7 months ago
Evaluating Information Content by Factoid Analysis: Human annotation and stability
We present a new approach to intrinsic summary evaluation, based on initial experiments in van Halteren and Teufel (2003), which combines two novel aspects: comparison of informat...
Simone Teufel, Hans van Halteren