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· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9781402072734
· 쪽수 : 452쪽
목차
Preface. Part I: Methodology and Mathematical Framework. 1. Granular Computing as an Emerging Paradigm of Information Processing. 2. Sets and Intervals. 3. Fuzzy Sets. 4. Rough Sets. 5. Generalisations of Information Granules. Part II: Algorithms of Information Granulation. 6. From Numbers to Information Granules. 7. Recursive Information Granulation. 8. Granular Prototyping in Fuzzy Clustering. 9. Logic-Based Fuzzy Clustering. 10. Semantical Stability of Information Granules. Part III: Granular World Communications. 11. Communications Between Granular Worlds: Fundamentals. 12. Networking of Granular Worlds: Collaborative Clustering. 13. Directional Models of Granular Communication. 14. Intelligent Agents and Granular Worlds. Part IV: Granular Systems Applications. 15. Self-Organising Maps in the Design and Processing of Granular Information. 16. Temporal Granulation and Signal Analysis. 17. Granular Data Compression. 18. Interval State Estimation in Systems Modelling. Epilogue. Index.