Rough Sets
Springer International Publishing (Verlag)
978-3-319-47159-4 (ISBN)
This book constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2016, held in Santiago de Chile, Chile, in October 2016.
The 46 revised full papers presented together with 7 keynotes, tutorials and expert papers were carefully reviewed and selected from 108 submissions. The papers are grouped in topical sections on Rough Sets, Approximation and Granulation; Rough Sets, Non-Determinism and Incompleteness; Rough Sets and Three-way Decisions; Fuzziness and Similarity in Knowledge Representation; Machine Learning and Decision Making; Ranking and Clustering; Derivation and Application of Rules and Trees; Derivation and Application of Feature Subsets.
Rough Sets, Approximation and Granulation.- Rough Sets, Non-Determinism and Incompleteness.- Rough Sets and Three-way Decisions.- Fuzziness and Similarity in Knowledge Representation.- Machine Learning and Decision Making.- Ranking and Clustering.- Derivation and Application of Rules and Trees.- Derivation and Application of Feature Subsets.
| Erscheinungsdatum | 25.10.2016 |
|---|---|
| Reihe/Serie | Lecture Notes in Artificial Intelligence | Lecture Notes in Computer Science |
| Zusatzinfo | XVII, 592 p. 122 illus. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Applications • Artificial Intelligence • artificial intelligence (incl. robotics) • Biologically inspired algorithms • Case-Based Reasoning • classification • cloud model • Clustering • Computer Science • conference proceedings • Data Analysis • decision trees • fuzzy logic programming • Game Theory • Granular Computing • high-dimensional data • Hypergraph • Informatics • information systems • Knowledge Representation • machine learning • Natural Language Processing • Probabilistic approximations • Research • Robotics • Similarity • Social Networks • Uncertainty |
| ISBN-10 | 3-319-47159-7 / 3319471597 |
| ISBN-13 | 978-3-319-47159-4 / 9783319471594 |
| Zustand | Neuware |
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