H
Haleh Vafaie
Publications - 5
Citations - 530
Haleh Vafaie is an academic researcher. The author has contributed to research in topics: Feature (machine learning) & Evolutionary computation. The author has an hindex of 3, co-authored 5 publications receiving 528 citations.
Papers
More filters
The MONK's problems: A Performance Comparison of Different Learning Algorithms
Sebastian Thrun,Jerzy Bala,Eric Bloedorn,Ivan Bratko,Bojan Cestnik,John Cheng,Kenneth de Jong,Saso Dzeroski,Douglas H. Fisher,Scott E. Fahlman,Rainer Hamann,Kenneth A. Kaufman,Stefan Keller,Igor Kononenko,Juergen S. Kreuziger,Ryszard S. Michalski,Tom A. Mitchell,Peter W. Pachowicz,Haleh Vafaie,Walter Van de Welde,Walter Wenzel,Janusz Wnek,Jianping Zhang +22 more
Book ChapterDOI
Evolutionary Feature Space Transformation
Haleh Vafaie,Kenneth de Jong +1 more
TL;DR: This chapter describes a system that highly automates the process of constructing and selecting useful feature sets and uses evolutionary computation techniques to manage the underlying search processes.
Improving the Performance of a Rule Induction System Using Genetic Algorithms
Haleh Vafaie,Kenneth de Jong +1 more
TL;DR: This work has been exploring the use of AQ15 on a difficult class of image processing problems, namely, to infer descriptions of textures from noisy examples, and finds that AQ15 produces rules that are sub-optimal from two view points.