Ebook: Modern Advances in Intelligent Systems and Tools
Author: Xingli Zhao Hong Zhang Yajuan Zhang Ning Yang (auth.) Wei Ding He Jiang Moonis Ali Mingchu Li (eds.)
- Tags: Computational Intelligence, Artificial Intelligence (incl. Robotics)
- Series: Studies in Computational Intelligence 431
- Year: 2012
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
Intelligent systems provide a platform to connect the research in artificial intelligence to real-world problem solving applications. Various intelligent systems have been developed to face real-world applications. This book discusses the modern advances in intelligent systems and the tools in applied artificial intelligence. It consists of twenty-three chapters authored by participants of the 25th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2012) which was held in Dalian, China.
This book is divided into six parts, including Applied Intelligence, Cognitive Computing and Affective Computing, Data Mining and Intelligent Systems, Decision Support Systems, Machine Learning, and Natural Language Processing. Each part includes three to five chapters. In these chapters, many approaches, applications, restrictions, and discussions are presented. The material of each chapter is self-contained and was reviewed by at least two anonymous referees to assure the high quality. Readers can select any individual chapter based on their research interests without the need of reading other chapters. We hope that this book provides useful reference values to researchers and students in the field of applied intelligence. We also hope that readers will find opportunities and recognize challenges through the papers presented in this book.
Intelligent systems provide a platform to connect the research in artificial intelligence to real-world problem solving applications. Various intelligent systems have been developed to face real-world applications. This book discusses the modern advances in intelligent systems and the tools in applied artificial intelligence. It consists of twenty-three chapters authored by participants of the 25th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2012) which was held in Dalian, China.
This book is divided into six parts, including Applied Intelligence, Cognitive Computing and Affective Computing, Data Mining and Intelligent Systems, Decision Support Systems, Machine Learning, and Natural Language Processing. Each part includes three to five chapters. In these chapters, many approaches, applications, restrictions, and discussions are presented. The material of each chapter is self-contained and was reviewed by at least two anonymous referees to assure the high quality. Readers can select any individual chapter based on their research interests without the need of reading other chapters. We hope that this book provides useful reference values to researchers and students in the field of applied intelligence. We also hope that readers will find opportunities and recognize challenges through the papers presented in this book.
Intelligent systems provide a platform to connect the research in artificial intelligence to real-world problem solving applications. Various intelligent systems have been developed to face real-world applications. This book discusses the modern advances in intelligent systems and the tools in applied artificial intelligence. It consists of twenty-three chapters authored by participants of the 25th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2012) which was held in Dalian, China.
This book is divided into six parts, including Applied Intelligence, Cognitive Computing and Affective Computing, Data Mining and Intelligent Systems, Decision Support Systems, Machine Learning, and Natural Language Processing. Each part includes three to five chapters. In these chapters, many approaches, applications, restrictions, and discussions are presented. The material of each chapter is self-contained and was reviewed by at least two anonymous referees to assure the high quality. Readers can select any individual chapter based on their research interests without the need of reading other chapters. We hope that this book provides useful reference values to researchers and students in the field of applied intelligence. We also hope that readers will find opportunities and recognize challenges through the papers presented in this book.
Content:
Front Matter....Pages 1-8
Front Matter....Pages 1-1
A Non-Contact Health Monitoring System Based on the Internet of Things and Evidential Reasoning....Pages 3-8
Real-Time Alarm Management System for Emergency Situations....Pages 9-18
Adaptive Pitch Control for Robot Thereminist Using Unscented Kalman Filter....Pages 19-24
Front Matter....Pages 25-25
An Adaptive Agent Model for the Emergence of Recurring Dream Scripts Based on Hebbian Learning....Pages 27-35
Application of Things: A Step beyond Web of Things....Pages 37-46
A Conversation Model Enabling Intelligent Agents to Give Emotional Support....Pages 47-52
Rationality for Temporal Discounting, Memory Traces and Hebbian Learning....Pages 53-61
Negotiation Game for Improving Decision Making in Self-managing Teams....Pages 63-68
Front Matter....Pages 69-69
ProteinNET: A Protein Interaction Network Integration System....Pages 71-76
A Parameter Matrix Based Approach to Computing Minimal Hitting Sets....Pages 77-85
A Scalable Feature Selection Method to Improve the Analysis of Microarrays....Pages 87-92
A Methodology for Supporting Lean Healthcare....Pages 93-99
Front Matter....Pages 101-101
Rationality for Adaptive Collective Decision Making Based on Emotion-Related Valuing and Contagion....Pages 103-112
A Model of Team Decision Making Using Situation Awareness....Pages 113-120
Subject-Oriented Science Intelligent System on Physical Chemistry of Radical Reactions....Pages 121-126
An Innovative Contribution to Health Technology Assessment....Pages 127-131
Front Matter....Pages 133-133
Bloom’s Taxonomy–Based Classification for Item Bank Questions Using Support Vector Machines....Pages 135-140
Analyzing Question Attractiveness in Community Question Answering....Pages 141-146
An Improvement for Naive Bayes Text Classification Applied to Online Imbalanced Crowdsourced Corpuses....Pages 147-152
Front Matter....Pages 153-153
Intelligent Web-Based Natural Language Dialogue Planning for Web Information Filtering....Pages 155-160
Front Matter....Pages 153-153
Enhancing Text Classifiers to Identify Disease Aspect Information....Pages 161-166
Text Clustering on Oral Conversation Corpus....Pages 167-172
A Semantic Relevancy Measure Algorithm of Chinese Sentences....Pages 173-178
Back Matter....Pages 0--1
Intelligent systems provide a platform to connect the research in artificial intelligence to real-world problem solving applications. Various intelligent systems have been developed to face real-world applications. This book discusses the modern advances in intelligent systems and the tools in applied artificial intelligence. It consists of twenty-three chapters authored by participants of the 25th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2012) which was held in Dalian, China.
This book is divided into six parts, including Applied Intelligence, Cognitive Computing and Affective Computing, Data Mining and Intelligent Systems, Decision Support Systems, Machine Learning, and Natural Language Processing. Each part includes three to five chapters. In these chapters, many approaches, applications, restrictions, and discussions are presented. The material of each chapter is self-contained and was reviewed by at least two anonymous referees to assure the high quality. Readers can select any individual chapter based on their research interests without the need of reading other chapters. We hope that this book provides useful reference values to researchers and students in the field of applied intelligence. We also hope that readers will find opportunities and recognize challenges through the papers presented in this book.
Content:
Front Matter....Pages 1-8
Front Matter....Pages 1-1
A Non-Contact Health Monitoring System Based on the Internet of Things and Evidential Reasoning....Pages 3-8
Real-Time Alarm Management System for Emergency Situations....Pages 9-18
Adaptive Pitch Control for Robot Thereminist Using Unscented Kalman Filter....Pages 19-24
Front Matter....Pages 25-25
An Adaptive Agent Model for the Emergence of Recurring Dream Scripts Based on Hebbian Learning....Pages 27-35
Application of Things: A Step beyond Web of Things....Pages 37-46
A Conversation Model Enabling Intelligent Agents to Give Emotional Support....Pages 47-52
Rationality for Temporal Discounting, Memory Traces and Hebbian Learning....Pages 53-61
Negotiation Game for Improving Decision Making in Self-managing Teams....Pages 63-68
Front Matter....Pages 69-69
ProteinNET: A Protein Interaction Network Integration System....Pages 71-76
A Parameter Matrix Based Approach to Computing Minimal Hitting Sets....Pages 77-85
A Scalable Feature Selection Method to Improve the Analysis of Microarrays....Pages 87-92
A Methodology for Supporting Lean Healthcare....Pages 93-99
Front Matter....Pages 101-101
Rationality for Adaptive Collective Decision Making Based on Emotion-Related Valuing and Contagion....Pages 103-112
A Model of Team Decision Making Using Situation Awareness....Pages 113-120
Subject-Oriented Science Intelligent System on Physical Chemistry of Radical Reactions....Pages 121-126
An Innovative Contribution to Health Technology Assessment....Pages 127-131
Front Matter....Pages 133-133
Bloom’s Taxonomy–Based Classification for Item Bank Questions Using Support Vector Machines....Pages 135-140
Analyzing Question Attractiveness in Community Question Answering....Pages 141-146
An Improvement for Naive Bayes Text Classification Applied to Online Imbalanced Crowdsourced Corpuses....Pages 147-152
Front Matter....Pages 153-153
Intelligent Web-Based Natural Language Dialogue Planning for Web Information Filtering....Pages 155-160
Front Matter....Pages 153-153
Enhancing Text Classifiers to Identify Disease Aspect Information....Pages 161-166
Text Clustering on Oral Conversation Corpus....Pages 167-172
A Semantic Relevancy Measure Algorithm of Chinese Sentences....Pages 173-178
Back Matter....Pages 0--1
....