Proceedings of the Fourth International Workshop on MACHINE LEARNING: June 22-25, 1987 University of California, Irvine
Proceedings of the Fourth International Workshop on Machine Learning provides careful theoretical analyses that make clear contact with traditional problems in machine learning. This book discusses the key role of learning in cognition.Organized into 39 chapters, this book begins with an overview of...
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Saint Louis
Elsevier Science
2014
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| Online Access: | FAW01 |
| Summary: | Proceedings of the Fourth International Workshop on Machine Learning provides careful theoretical analyses that make clear contact with traditional problems in machine learning. This book discusses the key role of learning in cognition.Organized into 39 chapters, this book begins with an overview of pattern recognition systems of necessity that incorporate an approximate-matching process to determine the degree of similarity between an unknown input and all stored references. This text then describes the rationale in the Protos system for relegating inductive learning and deductive problem solving to minor roles in support of retaining, indexing and matching exemplars. Other chapters consider the power as well as the appropriateness of exemplar-based representations and their associated acquisition methods. This book discusses as well the extensions to the way a case is classified by a decision tree that address shortcomings. The final chapter deals with the advances in machine learning research.This book is a valuable resource for psychologists, scientists, theorists, and research workers |
| Item Description: | Description based on publisher supplied metadata and other sources |
| Physical Description: | 1 online resource (410 pages) |
| ISBN: | 9781483282855 9780934613415 |
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| spelling | Langley, Pat Verfasser aut Proceedings of the Fourth International Workshop on MACHINE LEARNING June 22-25, 1987 University of California, Irvine Saint Louis Elsevier Science 2014 © 1987 1 online resource (410 pages) txt rdacontent c rdamedia cr rdacarrier Description based on publisher supplied metadata and other sources Proceedings of the Fourth International Workshop on Machine Learning provides careful theoretical analyses that make clear contact with traditional problems in machine learning. This book discusses the key role of learning in cognition.Organized into 39 chapters, this book begins with an overview of pattern recognition systems of necessity that incorporate an approximate-matching process to determine the degree of similarity between an unknown input and all stored references. This text then describes the rationale in the Protos system for relegating inductive learning and deductive problem solving to minor roles in support of retaining, indexing and matching exemplars. Other chapters consider the power as well as the appropriateness of exemplar-based representations and their associated acquisition methods. This book discusses as well the extensions to the way a case is classified by a decision tree that address shortcomings. The final chapter deals with the advances in machine learning research.This book is a valuable resource for psychologists, scientists, theorists, and research workers Machine learning -- Congresses Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Lernen (DE-588)4035408-8 gnd rswk-swf Soft Computing (DE-588)4455833-8 gnd rswk-swf (DE-588)1071861417 Konferenzschrift gnd-content Lernen (DE-588)4035408-8 s Künstliche Intelligenz (DE-588)4033447-8 s Soft Computing (DE-588)4455833-8 s 1\p DE-604 Erscheint auch als Druck-Ausgabe Langley, Pat Proceedings of the Fourth International Workshop on MACHINE LEARNING : June 22–25, 1987 University of California, Irvine 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Langley, Pat Proceedings of the Fourth International Workshop on MACHINE LEARNING June 22-25, 1987 University of California, Irvine Machine learning -- Congresses Künstliche Intelligenz (DE-588)4033447-8 gnd Lernen (DE-588)4035408-8 gnd Soft Computing (DE-588)4455833-8 gnd |
| subject_GND | (DE-588)4033447-8 (DE-588)4035408-8 (DE-588)4455833-8 (DE-588)1071861417 |
| title | Proceedings of the Fourth International Workshop on MACHINE LEARNING June 22-25, 1987 University of California, Irvine |
| title_auth | Proceedings of the Fourth International Workshop on MACHINE LEARNING June 22-25, 1987 University of California, Irvine |
| title_exact_search | Proceedings of the Fourth International Workshop on MACHINE LEARNING June 22-25, 1987 University of California, Irvine |
| title_full | Proceedings of the Fourth International Workshop on MACHINE LEARNING June 22-25, 1987 University of California, Irvine |
| title_fullStr | Proceedings of the Fourth International Workshop on MACHINE LEARNING June 22-25, 1987 University of California, Irvine |
| title_full_unstemmed | Proceedings of the Fourth International Workshop on MACHINE LEARNING June 22-25, 1987 University of California, Irvine |
| title_short | Proceedings of the Fourth International Workshop on MACHINE LEARNING |
| title_sort | proceedings of the fourth international workshop on machine learning june 22 25 1987 university of california irvine |
| title_sub | June 22-25, 1987 University of California, Irvine |
| topic | Machine learning -- Congresses Künstliche Intelligenz (DE-588)4033447-8 gnd Lernen (DE-588)4035408-8 gnd Soft Computing (DE-588)4455833-8 gnd |
| topic_facet | Machine learning -- Congresses Künstliche Intelligenz Lernen Soft Computing Konferenzschrift |
| work_keys_str_mv | AT langleypat proceedingsofthefourthinternationalworkshoponmachinelearningjune22251987universityofcaliforniairvine |