| Foreword | 6 |
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| Preface | 8 |
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| Contents | 10 |
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| Part I General Problems of H-CSI | 15 |
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| From Research on the Decision-Making in Ill-Structured Situation Control and the Problem of Risks | 16 |
| Introduction | 16 |
| About Trends in Development of the Cognitive Approach in Decision-Making | 17 |
| Two Directions of the Cognitive Approach | 18 |
| Clarification of Concept of the {\it Cognitive} Map in Decision-Making | 19 |
| The Problem of Risks due to the Human Factor | 19 |
| Cognitive Risks in Subjective-Formal Searching and Making Solutions: Two Kinds of Risk Factors | 21 |
| A Family of Risks Concerned with Causal Influence Transitivity | 22 |
| Practical Example of Causal Influence Transitivity Violation | 23 |
| The Analysis of Revealed Cognitive Risks | 24 |
| Some Criteria for the Early Detection of False Transitivity Risks | 25 |
| Conclusions | 26 |
| References | 26 |
| Emulating the Perceptual System of the Brain for the Purpose of Sensor Fusion | 29 |
| Introduction | 29 |
| The Research Field of Sensor Fusion | 30 |
| Characteristics of Human Perception | 30 |
| Bionic Model for Perception | 32 |
| Neuro-Symbolic Information Processing | 32 |
| Interaction between Neuro-Symbolic Network, Knowledge, and Focus of Attention | 35 |
| Results and Discussion | 37 |
| Conclusions | 38 |
| References | 38 |
| Knowledge Acquisition in Conceptual Ontological Artificial Intelligence System | 40 |
| Introduction | 40 |
| Method | 40 |
| Conversion from Natural Language | 40 |
| Polysemy of Natural Language Statements | 41 |
| Ontological Core Knowledge Acquisition | 42 |
| The Search of Similar Concepts | 42 |
| Separation of Concepts | 45 |
| Basic Concepts Search | 47 |
| Information Scope Presented with Questions Generated by th
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