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GECCO
2006
Springer
205views Optimization» more  GECCO 2006»
15 years 4 months ago
Bounding XCS's parameters for unbalanced datasets
This paper analyzes the behavior of the XCS classifier system on imbalanced datasets. We show that XCS with standard parameter settings is quite robust to considerable class imbal...
Albert Orriols-Puig, Ester Bernadó-Mansilla
ICRA
2000
IEEE
176views Robotics» more  ICRA 2000»
15 years 4 months ago
RRT-Connect: An Efficient Approach to Single-Query Path Planning
A simple and efficient randomized algorithm is presented for solving single-query path planning problems in high-dimensional configuration spaces. The method works by incrementall...
James J. Kuffner Jr., Steven M. LaValle
187
Voted
MICCAI
2000
Springer
15 years 4 months ago
Robust 3D Segmentation of Anatomical Structures with Level Sets
This paper is focused on the use of the level set formalism to segment anatomical structures in 3D images (ultrasound ou magnetic resonance images). A closed 3D surface propagates...
C. Baillard, Christian Barillot
90
Voted
ISMVL
2010
IEEE
166views Hardware» more  ISMVL 2010»
15 years 4 months ago
Non-deterministic Multi-valued Logics--A Tutorial
Non-deterministic multi-valued matrices (Nmatrices) are a new, fruitful and quickly expanding field of research first introduced a few years ago. Since then it has been rapidly ...
Arnon Avron, Anna Zamansky
GECCO
2010
Springer
184views Optimization» more  GECCO 2010»
15 years 4 months ago
A mono surrogate for multiobjective optimization
Most surrogate approaches to multi-objective optimization build a surrogate model for each objective. These surrogates can be used inside a classical Evolutionary Multiobjective O...
Ilya Loshchilov, Marc Schoenauer, Michèle S...