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ECML
2007
Springer
16 years 26 days ago
Optimizing Feature Sets for Structured Data
Choosing a suitable feature representation for structured data is a non-trivial task due to the vast number of potential candidates. Ideally, one would like to pick a small, but in...
Ulrich Rückert, Stefan Kramer
GECCO
2007
Springer
177views Optimization» more  GECCO 2007»
16 years 26 days ago
Evolutionary algorithms and matroid optimization problems
We analyze the performance of evolutionary algorithms on various matroid optimization problems that encompass a vast number of efficiently solvable as well as NP-hard combinatoria...
Joachim Reichel, Martin Skutella
ICANN
2007
Springer
16 years 25 days ago
Selection of Basis Functions Guided by the L2 Soft Margin
Support Vector Machines (SVMs) for classification tasks produce sparse models by maximizing the margin. Two limitations of this technique are considered in this work: firstly, th...
Ignacio Barrio, Enrique Romero, Lluís Belan...
IPPS
2006
IEEE
16 years 22 days ago
Design and analysis of matching circuit architectures for a closest match lookup
— This paper investigates the implementation of a number of circuits used to perform a high speed closest value match lookup. The design is targeted particularly for use in a sea...
Kieran McLaughlin, Friederich Kupzog, Holger Blume...
ISM
2006
IEEE
88views Multimedia» more  ISM 2006»
16 years 21 days ago
Interactive Content Overviews for Lecture Recordings
Lecture recordings can be a powerful addition to traditional lectures and they can even serve as a main content source in a number of didactic scenarios. If users can quickly loca...
Robert Mertens, Markus Ketterl, Oliver Vornberger