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Preface | ||
Scope and goals of the book | ||
Pt. I | Applications of the rough sets approach to intelligent decision support | |
Ch. 1 | LERS-a system for learning from examples based on rough sets | 3 |
Ch. 2 | Rough sets in computer implementation of rule-based control of industrial processes | 19 |
Ch. 3 | Analysis of diagnostic symptoms in vibroacoustic diagnostics by means of the rough sets theory | 33 |
Ch. 4 | Knowledge-based process control using rough sets | 49 |
Ch. 5 | Acquisition of control algorithms from operation data | 61 |
Ch. 6 | Rough classification of HSV patients | 77 |
Ch. 7 | Surgical wound infection - conducive factors and their mutual dependencies | 95 |
Ch. 8 | Fuzzy inference system based on rough sets and its application to medical diagnosis | 111 |
Ch. 9 | Analysis of structure - activity relationships of quaternary ammonium compounds | 119 |
Ch. 10 | Rough sets-based study of voter preference in 1988 U.S.A. presidential election | 137 |
Ch. 11 | An application of rough set theory in the control of water conditions on a polder | 153 |
Ch. 12 | Use of "rough sets" method to draw premonitory factors for earthquakes by emphasing gas geochemistry: the case of a low seismic activity context, in Belgium | 165 |
Ch. 13 | Rough sets and some aspects of logic synthesis | 181 |
Pt. II | Comparison with related methodologies | |
Ch. 1 | Putting rough sets and fuzzy sets together | 203 |
Ch. 2 | Applications of fuzzy-rough classifications to logics | 233 |
Ch. 3 | Comparison of the rough sets approach and probabilistic data analysis techniques on a common set of medical data | 251 |
Ch. 4 | Some experiments to compare rough sets theory and ordinal statistical methods | 267 |
Ch. 5 | Topological and fuzzy rough sets | 287 |
Ch. 6 | On convergence of rough sets | 305 |
Pt. III | Further developments | |
Ch. 1 | Maintenance of knowledge in dynamic information systems | 315 |
Ch. 2 | The discernibility matrices and functions in information systems | 331 |
Ch. 3 | Sensitivity of rough classification to changes in norms of attributes | 363 |
Ch. 4 | Discretization of condition attributes space | 373 |
Ch. 5 | Consequence relations and information systems | 391 |
Ch. 6 | Rough grammar for high performance management of processes on a distributed system | 401 |
Ch. 7 | Learning classification rules from database in the context of knowledge-acquisition and -representation | 419 |
Ch. 8 | 'RoughDAS' and 'RoughClass' software implementations of the rough sets approach | 445 |
Appendix: Glossary of basic concepts | 457 | |
Subject Index | 461 |
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