Fuzzy algorithms : with applications to image processing and pattern recognition
著者
書誌事項
Fuzzy algorithms : with applications to image processing and pattern recognition
（Advances in fuzzy systems : applications and theory, v. 10）
World Scientific Pub., c1996
大学図書館所蔵 件 / 全14件
-
該当する所蔵館はありません
- すべての絞り込み条件を解除する
注記
Includes bibliographical references and index
内容説明・目次
内容説明
This text deals with the subject of fuzzy algorithms and their applications to image processing and pattern recognition. Subjects covered include membership functions; fuzzy clustering; fuzzy rulers and defuzzification; fuzzy classifiers; and combined classifiers.
目次
- Introduction: Fuzzy sets
- probability and fuzziness
- fuzzy models. Membership functions: heuristic selections
- clustering approaches
- adjustment and toning
- applications
- concluding remarks. Fuzzy clustering: clustering and fuzzy partition
- fuzzy c-means algorithm
- fuzzy cohonen clustering networks
- cluster validity and optimal fuzzy clustering
- applications
- concluding remarks. Fuzzy rules and defuzzification: rules based on experience
- learning from examples
- decision tree approach
- neural network approach
- minimization of fuzzy rules
- defuzzification and optimization
- applications
- concluding remarks. Fuzzy classifiers: fuzzy nearest neighbour classifier
- fuzzy multilayer perceptron
- fuzy decision trees
- fuzzy string matching
- applications
- concluding remarks. Combined clasifications: introduction
- voting schemes
- maximum poteriori probability
- Dempster-Shafer evidence theory
- trained perceptron neural networks
- applications
- concluding remarks.
「Nielsen BookData」 より