| Description |
1 online resource (1 volume). |
| Physical Medium |
polychrome |
| Description |
text file |
| Series |
Horizons in computer science
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Horizons in computer science.
|
| Note |
Includes index. |
| Contents |
""HORIZONS IN COMPUTER SCIENCE RESEARCH VOLUME 7 ""; ""HORIZONS IN COMPUTER SCIENCE RESEARCH VOLUME 7 ""; ""CONTENTS ""; ""PREFACE ""; ""NEW TRENDS IN E-SCIENCE: MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES ""; ""ABSTRACT ""; ""1. INTRODUCTION ""; ""2. LAYING THE SCIENCE GROUND OF MACHINE LEARNING ""; ""3. THE MACHINE LEARNING IN THEORY ""; ""3.1 The Learning Paradigms ""; ""3.2 What we are looking for in the Data ""; ""3.2.1 Dimensional Reduction ""; ""3.2.2 Classification ""; ""3.2.3 Regression ""; ""3.2.4 Clustering ""; ""3.2.5 Segmentation ""; ""3.2.6 Feature Detection "" |
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""3.2.7 Forecasting """"3.2.8 Data Mining Model Filtering ""; ""3.3 Relationships with Statistics ""; ""4. MACHINE LEARNING IN PRACTICE""; ""4.1 How to Represent Data""; ""4.2 How to Learn Data ""; ""4.2.1 Methodologies for Supervised Learning ""; ""4.2.2 Methodologies for unsupervised learning ""; ""4.3 How to Evaluate Results ""; ""5. THE FUTURE IS NOW: MACHINE LEARNING AND X-INFORMATICS ""; ""6. THE NEW GENERATION OF DATA ANALYSIS INFRASTRUCTURES ""; ""7. CONCLUSION ""; ""REFERENCES "" |
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""SUBJECTIVE KNOWLEDGE REPRESENTATION FOR INTUITIVE HUMAN-ROBOT INTERACTION BASED ON MENTAL IMAGE DIRECTED SEMANTIC THEORY""""ABSTRACT ""; ""1. INTRODUCTION ""; ""2. MENTAL IMAGE DIRECTED SEMANTIC THEORY ""; ""2.1. Multiagent Mind Model ""; ""2.2. Omnisensory Mental Image Model and Formal Language Lmd ""; ""3. FORMAL SYSTEM FOR HUMAN MIND MODEL ""; ""3.1. Syntax of Lmd ""; ""3.2. Attribute Constants ""; ""3.3. Standard Constants ""; ""3.4. Tempo-Logical Connectives ""; ""3.5. Operations on Mental Images ""; ""3.5.1. Image Reversing ""; ""3.5.2. Image Duplicating "" |
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""3.5.3. Image Converting """"3.6. Event Concepts ""; ""3.7. Matter Concepts ""; ""3.8. Psychological Matter Concepts ""; ""4. POSTULATES FOR DEDUCTIVE SYSTEM ""; ""4.1. Fundamental Properties of Loci ""; ""4.1.1. Identity in Assigned Values ""; ""4.1.2. Arbitrariness in Locus Articulation ""; ""4.2. Absoluteness of Time Passing ""; ""4.3. Reversibility of Spatial Change Event ""; ""4.4. Partiality of Matter ""; ""5. COMPUTER IMPLEMENTATION ""; ""5.1. System Configuration of IMAGES-M ""; ""5.2. Aware Computing in IMAGES-M ""; ""5.3. Problem Finding and Solving in IMAGES-M "" |
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""5.3.1. Definition of Problem and Task""""5.3.2. CP finding and Solving ""; ""5.3.3. MP Finding and Solving ""; ""6. NATURAL LANGUAGE UNDERSTANDING FOR COGNITIVE ROBOTICS ""; ""6.1. Logical Adequacy of Lmd ""; ""6.2. Translation between NL and Lmd ""; ""6.3. Reasoning in Lmd ""; ""6.4. Anchoring via Lmd ""; ""6.5. Behaviouralization via Lmd ""; ""7. EXPERIMENTS ON CROSS-MEDIA OPERATION ""; ""7.1. Text-to-Text Translation ""; ""7.2. Question-Answering on Map ""; ""7.3. Motion-to-Text Translation ""; ""CONCLUSION ""; ""ACKNOWLEDGMENTS ""; ""APPENDIX ""; ""REFERENCES "" |
| Local Note |
eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America |
| Subject |
Computer science -- Research.
|
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Computer science -- Research. |
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Computer science. |
| Genre/Form |
Electronic books.
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Electronic books.
|
| Added Author |
Clary, Thomas S.
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| Other Form: |
Print version: Horizons in computer science research. Volume 7. Hauppauge, N.Y. : Nova Science ; Lancaster : Gazelle [distributor], 2012 9781619427747 (OCoLC)784580120 |
| ISBN |
9781619427778 (electronic book) |
|
161942777X (electronic book) |
|
9781619427747 |
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1619427745 |
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