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| Document Type: | Book |
|---|---|
| All Authors / Contributors: |
Huan Liu; Hiroshi Motoda |
| ISBN: | 0792381963 9780792381969 |
| OCLC Number: | 39122771 |
| Description: | xxiv, 410 p. : ill. ; 25 cm. |
| Contents: | Less is more / Huan Liu and Hiroshi Motoda -- Feature weighting for lazy learning algorithms / David W. Aha -- The wrapper approach / Ron Kohavi and George H. John -- Data-driven constructive induction: methodology and applications / Eric Bloedorn, and Ryszard S. Michalski -- Selecting features by vertical compactness of data / Ke Wang and Suman Sundaresh -- Relevance approach to feature subset selection / Hui Wang, David Bell, and Fionn Murtagh -- Novel methods for feature subset selection with respect to problem knowledge / Pavel Pudil and Jana Novovicova -- Feature subset selection using a genetic algorithm / Jihoon Yang and Vasant Honavar -- A relevancy filter for constructive induction / Nada Lavrac, Dragan Gamberger, and Peter Turney -- Lexical contextual relations for the unsupervised discovery of texts features / Patrick Perrin and Fred Petry -- Integrated feature extraction using adaptive wavelets / Yvette Mallet, Olivier de Vel, and Danny Coomans -- Feature extraction via neural networks / Rudy Setiono and Huan Liu -- Using lattice-based framework as a tool for feature extraction / E. Mephu Nguifo, P. Njiwoua -- Constructive function approximation / Paul E. Utgoff and Doina Precup -- A comparison of constructing different types of new feature for decision tree learning / Zijian Zheng -- Constructive induction: covering attribute spectrum / Yuh-Jyh Hu -- Feature construction using fragmentary knowledge / Steve Donoho and Larry Rendell -- Constructive induction on continuous spaces / Joao Gama and Pavel Brazdil -- Evolutionary feature space transformation / Haleh Vafaie and Kenneth De Jong -- Feature transformation by function decomposition / Blaz Zupan ... [et al.] -- Constructive induction of Cartesian product attributes / Michael J. Pazzani -- Towards automatic fractal feature extraction for image recognition / Matteo Baldoni ... [et al.] -- Feature transformation strategies for a robot learning problem / Luis Seabra Lopes, Luis M. Camarinha-Matos -- Interactive genetic algorithm based feature selection and its application to marketing data analysis / Takao Terano and Yoko Ishino. |
| Series Title: | The Kluwer international series in engineering and computer science, SECS 453 |
| Responsibility: | edited by Huan Liu and Hiroshi Motoda. |
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