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Modern Advances in Intelligent Systems and Tools

  • Conference proceedings
  • © 2012

Overview

Editors:
  1. Wei Ding

    1. , Department of Computer Science, University of Massachusetts Boston, Boston, USA

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  2. He Jiang

    1. , School of Software, Dalian University of Technology, Dalian, China, People's Republic

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  3. Moonis Ali

    1. , Department of Computer Science, Texas State University San Marcos, San Marcos, USA

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  4. Mingchu Li

    1. , School of Software, Dalian University of Technology, Dalian, China, People's Republic

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  • Presents modern advances in intelligent systems and tools in applied artificial intelligence
  • Scientific outcome of the 25th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2012) held in Dalian, China
  • Written by leading experts in the field

Part of the book series: Studies in Computational Intelligence (SCI, volume 431)

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Table of contents (23 papers)

  1. Front Matter

    Pages 1-8
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  2. Applied Intelligence

    1. Front Matter

      Pages 1-1
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    2. A Non-Contact Health Monitoring System Based on the Internet of Things and Evidential Reasoning

      • Xingli Zhao, Hong Zhang, Yajuan Zhang, Ning Yang
      Pages 3-8

    3. Real-Time Alarm Management System for Emergency Situations

      • Ana Cristina Bicharra García, Luiz Andre Portes, Fernando Pinto, Nayat Sanchez-Pi
      Pages 9-18

    4. Adaptive Pitch Control for Robot Thereminist Using Unscented Kalman Filter

      • Takeshi Mizumoto, Toru Takahashi, Tetsuya Ogata, Hiroshi G. Okuno
      Pages 19-24

  3. Cognitive Computing and Affective Computing

    1. Front Matter

      Pages 25-25
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    2. An Adaptive Agent Model for the Emergence of Recurring Dream Scripts Based on Hebbian Learning

      • Valérie de Kemp, Jan Treur
      Pages 27-35

    3. Application of Things: A Step beyond Web of Things

      • J. A. Ortega Ramírez, L. M. Soria Morillo, Alexander Kröner, J. A. Álvarez García
      Pages 37-46

    4. A Conversation Model Enabling Intelligent Agents to Give Emotional Support

      • Janneke M. van der Zwaan, Virginia Dignum, Catholijn M. Jonker
      Pages 47-52

    5. Rationality for Temporal Discounting, Memory Traces and Hebbian Learning

      • Jan Treur, Muhammad Umair
      Pages 53-61

    6. Negotiation Game for Improving Decision Making in Self-managing Teams

      • M. Birna van Riemsdijk, Catholijn M. Jonker, Thomas Rens, Zhiyong Wang
      Pages 63-68

  4. Data Mining and Intelligent Systems

    1. Front Matter

      Pages 69-69
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    2. ProteinNET: A Protein Interaction Network Integration System

      • Tianyu Cao, Xindong Wu, Xiaohua Hu
      Pages 71-76

    3. A Parameter Matrix Based Approach to Computing Minimal Hitting Sets

      • Dong Wang, Wenquan Feng, Jingwen Li, Meng Zhang
      Pages 77-85

    4. A Scalable Feature Selection Method to Improve the Analysis of Microarrays

      • Aida de Haro-García, Javier Pérez-Rodríguez, Nicolás García-Pedrajas
      Pages 87-92

    5. A Methodology for Supporting Lean Healthcare

      • Daniela Chiocca, Guido Guizzi, Teresa Murino, Roberto Revetria, Elpidio Romano
      Pages 93-99

  5. Decision Support Systems

    1. Front Matter

      Pages 101-101
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    2. Rationality for Adaptive Collective Decision Making Based on Emotion-Related Valuing and Contagion

      • Tibor Bosse, Jan Treur, Muhammad Umair
      Pages 103-112

    3. A Model of Team Decision Making Using Situation Awareness

      • Mark Hoogendoorn, Pieter Huibers, Rianne van Lambalgen, Jan Joris Roessingh
      Pages 113-120

    4. Subject-Oriented Science Intelligent System on Physical Chemistry of Radical Reactions

      • Vladimir Tumanov, Bulat Gaifullin
      Pages 121-126
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Keywords

About 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.

Editors and Affiliations

  • , Department of Computer Science, University of Massachusetts Boston, Boston, USA

    Wei Ding

  • , School of Software, Dalian University of Technology, Dalian, China, People's Republic

    He Jiang, Mingchu Li

  • , Department of Computer Science, Texas State University San Marcos, San Marcos, USA

    Moonis Ali

Bibliographic Information

  • Book Title: Modern Advances in Intelligent Systems and Tools

  • Editors: Wei Ding, He Jiang, Moonis Ali, Mingchu Li

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-642-30732-4

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2012

  • Hardcover ISBN: 978-3-642-30731-7Published: 24 June 2012

  • Softcover ISBN: 978-3-642-42899-9Published: 18 July 2014

  • eBook ISBN: 978-3-642-30732-4Published: 16 August 2012

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 182

  • Topics: Computational Intelligence, Artificial Intelligence

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