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ISDA
2010
IEEE
13 years 6 months ago
Comparing SVM ensembles for imbalanced datasets
Real life datasets often suffer from the problem of class imbalance, which thwarts supervised learning process. In such data sets examples of positive (minority) class are signific...
Vasudha Bhatnagar, Manju Bhardwaj, Ashish Mahabal
TABLEAUX
2009
Springer
14 years 3 months ago
Comparative Concept Similarity over Minspaces: Axiomatisation and Tableaux Calculus
We study the logic of comparative concept similarity CSL introduced by Sheremet, Tishkovsky, Wolter and Zakharyaschev to capture a form of qualitative similarity comparison. In thi...
Régis Alenda, Nicola Olivetti, Camilla Schw...
ICAIL
2003
ACM
14 years 2 months ago
A Comparative Evaluation of Name-Matching Algorithms
Name matching—recognizing when two different strings are likely to denote the same entity—is an important task in many legal information systems, such as case-management syste...
Karl Branting
GECCO
2010
Springer
190views Optimization» more  GECCO 2010»
14 years 1 months ago
Comparing the (1+1)-CMA-ES with a mirrored (1+2)-CMA-ES with sequential selection on the noiseless BBOB-2010 testbed
In this paper, we compare the (1+1)-CMA-ES to the (1+2s m)CMA-ES, a recently introduced quasi-random (1+2)-CMAES that uses mirroring as derandomization technique as well as a sequ...
Anne Auger, Dimo Brockhoff, Nikolaus Hansen
APCHI
2004
IEEE
14 years 16 days ago
NetWorker: A Practical Web-Based Tool to Support the Collect-Compare-Choose Cycle
An earlier paper has covered the development of a paper prototype of NetWorker, a tool designed to facilitate a Web usage referred to as the Collect-Compare-Choose cycle. Here we d...
Paul J. Lyons, Chris Phillips, Elizabeth A. Kemp, ...