Screen LibraryRough sets and intelligent systems-- Professor Zdzis aw Pawlak in memoriam. Volume 2 /
This book is dedicated to the memory of Professor Zdzis{\l}aw Pawlak who passed away almost six year ago. He is the founder of the Polish school of Artificial Intelligence and one of the pioneers in Computer Engineering and Computer Science with worldwide influence. He was a truly great scientist, r...
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| Corporate Authors: | |
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| Group Author: | ; |
| Published: |
Springer,
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| Publisher Address: | Berlin ; New York : |
| Publication Dates: | 2013. |
| Literature type: | eBook |
| Language: | English |
| Series: |
Intelligent systems reference library,
43 |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-30341-8 |
| Summary: |
This book is dedicated to the memory of Professor Zdzis{\l}aw Pawlak who passed away almost six year ago. He is the founder of the Polish school of Artificial Intelligence and one of the pioneers in Computer Engineering and Computer Science with worldwide influence. He was a truly great scientist, researcher, teacher and a human being. This book prepared in two volumes contains more than 50 chapters. This demonstrates that the scientific approaches discovered by of Professor Zdzis{\l}aw Pawlak, especially the rough set approach as a tool for dealing with imperfect knowledge, are vivid and inte |
| Carrier Form: | 1 online resource. |
| ISBN: |
9783642303418 (electronic bk.) 3642303412 (electronic bk.) |
| Index Number: | QA248 |
| CLC: |
O159 TP183 |
| Contents: |
From Logic to Computer Science - A Personal Experience / Knowledge Algebras and Their Discrete Duality / Comparison of Greedy Algorithms for Decision Tree Optimization / A Review of the Knowledge Granulation Methods: Discrete vs. Continuous Algorithms / Game-Theoretic Rough Sets for Feature Selection / A Clustering Approach to Image Retrieval Using Range Based Query and Mahalanobis Distance / Classifiers Based on Data Sets and Domain Knowledge: A Rough Set Approach / Incorporating Rough Data in Database Design for Imprecise Information Representation / Rough Pragmatic Description Logic / Application of Rough Set Theory to Sentiment Analysis of Microblog Data / Relationships for Cost and Uncertainty of Decision Trees / The Impact Rules of Recommendation Sources for Adoption Intention of Micro-blog Based on DRSA with Flow Network Graph / Providing Feedback in Ukrainian Sign Language Tutoring Software / Hybrid Methods in Data Classification and Reduction / Uncertainty Problem Processing with Covering Generalized Rough Sets / Hardware Implementations of Rough Set Methods in Programmable Logic Devices / Determining Cosine Similarity Neighborhoods by Means of the Euclidean Distance / Time Variability-Based Hierarchic Recognition of Multiple Musical Instruments in Recordings / Unifying Variable Precision and Classical Rough Sets: Granular Approach / Fuzzy Hybrid MCDM for Building Strategy Forces / Rough Set-Based Feature Selection: Criteria of Max-Dependency, Max-Relevance, and Max-Significance / Towards Logics of Some Rough Perspectives of Knowledge / Classifiers Based on Nondeterministic Decision Rules / Approximation and Rough Classification of Letter-Like Polygon Shapes / Rough Set-Based Identification of Heart Valve Diseases Using Heart Sounds / Rough Sets and Neuroscience / Knowledge Representation and Automated Methods of Searching for Information in Bibliographical Data Bases: A Rough Set Approach / Design and Verification of Rule-Based Systems for Alvis Models / On Objective Measures of Actionability in Knowledge Discovery / Pseudometric Spaces from Rough Sets Perspective / |