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Your search keyword '"Castro-Schez, Jose J."' showing total 14 results
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14 results on '"Castro-Schez, Jose J."'

2. Developing Intelligent Surveillance Systems with an Agent Platform

Author

Vallejo, David, García-Muñoz, Luis M., Albusac, Javier, Glez-Morcillo, Carlos, Jiménez, Luis, Castro-Schez, Jose J., Hutchison, David, editor, Kanade, Takeo, editor, Kittler, Josef, editor, Kleinberg, Jon M., editor, Mattern, Friedemann, editor, Mitchell, John C., editor, Naor, Moni, editor, Nierstrasz, Oscar, editor, Pandu Rangan, C., editor, Steffen, Bernhard, editor, Sudan, Madhu, editor, Terzopoulos, Demetri, editor, Tygar, Doug, editor, Vardi, Moshe Y., editor, Weikum, Gerhard, editor, Goebel, Randy, editor, Siekmann, Jörg, editor, Wahlster, Wolfgang, editor, Jezic, Gordan, editor, Kusek, Mario, editor, Nguyen, Ngoc-Thanh, editor, Howlett, Robert J., editor, and Jain, Lakhmi C., editor

Published
2012
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14. Fuzzy Repertory Table: A Method for Acquiring Knowledge About Input Variables to Machine Learning Algorithm.

Author

Castro-Schez, Jose J., Luis Castro, Juan, and Manuel Zurita, José

Subjects
EXPERT systems, CLASSIFICATION, INSTRUCTIONAL systems, PERSONAL construct theory, REPERTORY grid technique, KNOWLEDGE acquisition (Expert systems)
Abstract

In this paper, we develop a technique for acquiring the finite set of attributes or variables which the expert uses in a classification problem for characterising and discriminating a set of elements. This set will constitute the schema of a training data set to which an inductive learning algorithm will be applied. The technique developed uses ideas taken from psychology, in particular from Kelly's Personal Construct Theory. While we agree that Kelly's repertory grid technique is an efficient way to do this, it has several disadvantages which we shall try to solve by using a fuzzy repertory table. With the suggested technique, we aim to obtain the set of attributes and values which the expert can use to "measure" the object type (class) on the classification problem in some way. We will also acquire some general rules to identify the expert's evident knowledge; these rules will comprise concepts belonging to their conceptual structure. Index Terms—Expert systems; fuzzy repertory grid; knowledge acquisition; knowledge-based systems. [ABSTRACT FROM AUTHOR]

Published
2004
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