Horizons in computer science research, Volume 7 (Nova Science, 2012)
Includes index
""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 ""
""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 ""
""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 ""
""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 ""