Screen LibraryRough sets and intelligent systems-- Professor Zdzis aw Pawlak in memoriam. Volume 1 /
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,
42 |
| Subjects: | |
| Online Access: |
http://dx.doi.org/10.1007/978-3-642-30344-9 |
| 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 intensively explored by many researchers in many places throughout the world. The submitted papers prove that interest in rough set research is growing and is possible to see many new excellent results both on theoretical foundations and applications of rough sets alone or in combination with other approaches.We are proud to offer the readers this book. |
| Carrier Form: | 1 online resource. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9783642303449 (electronic bk.) 3642303447 (electronic bk.) |
| Index Number: | QA248 |
| CLC: | O159 |
| Contents: |
Professor Zdzis aw Pawlak (1926-2006): Founder of the Polish School of Artificial Intelligence / List of Works by Professor Zdzis aw Pawlak (1926-2006) / Rough Sets: From Rudiments to Challenges / Zdzis aw Pawlak, Databases and Rough Sets / jMAF - Dominance-Based Rough Set Data Analysis Framework / Dynamic Programming Approach for Exact Decision Rule Optimization / Approaches for Updating Approximations in Set-Valued Information Systems While Objects and Attributes Vary with Time / On the Gradual Evolvement of Things / An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification / Exploring Neighborhood Structures with Neighborhood Rough Sets in Classification Learning / Rough Representations of Ill-Known Sets and Their Manipulations in Low Dimensional Space / Property-Driven Rough Sets Approximations of Relations / Towards a Comprehensive Similarity Analysis of Voting Procedures Using Rough Sets and Similarity Measures / Algebras for Information Systems / DNA Rough-Set Computing in the Development of Decision Rule Reducts / Three-Valued Logic for Reasoning about Covering-Based Rough Sets / Music Information Retrieval in Music Repositories / Rough Support Vectors: Classification, Regression, Clustering / Logic-Based Roughification / How Near Are Zdzis aw Pawlak's Paintings? / An Implementation of the Zdzis aw Pawlak Idea for Reasoning about Uncertainty: Approximate Reasoning by Parts / Granular Concept Mapping and Applications / Rough Sets and Medical Differential Diagnosis / Science and Semantics: A Note on Rough Sets and Vagueness / |