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Advanced Topics in Intelligent Information and Database Systems

  • Book
  • © 2017

Overview

Editors:
  1. Dariusz Król

    1. Faculty of Computer Sci. and Management, Wroclaw Univ. of Science and Technology Faculty of Computer Sci. and Management, Wroclaw, Poland

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  2. Ngoc Thanh Nguyen

    1. Faculty of Computer Sci. and Management, Wroclaw Univ of Science and Technology Faculty of Computer Sci. and Management, Wroclaw, Poland

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  3. Kiyoaki Shirai

    1. School of Advanced Sci. and Technology, Japan Advanced Inst. of Sci. and Tech School of Advanced Sci. and Technology, Ishikawa, Japan

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  • Presents recent research in intelligent information and database systems
  • Includes contributions from the ACIIDS 2017 conference held April 3–5, 2017 in Japan
  • Written by leading experts in the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 710)

Included in the following conference series:

Conference proceedings info: ACIIDS 2017.

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Table of contents (47 chapters)

  1. Front Matter

    Pages i-xiii
    Download chapter PDF

  2. From Machine Learning to Data Mining

    1. Front Matter

      Pages 1-1
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    2. Analyzing Accident Prone Regions by Clustering

      • Shuvashish Paul, Ashik Mostafa Alvi, Mahmudul Alam Nirjhor, Shohanur Rahman, Adeeba Kashfee Orcho, Rashedur M. Rahman
      Pages 3-13

    3. Analyzing Life Insurance Data with Different Classification Techniques for Customers’ Behavior Analysis

      • Md. Saidur Rahman, Kazi Zawad Arefin, Saqif Masud, Shahida Sultana, Rashedur M. Rahman
      Pages 15-25

    4. Classification of Product Rating Using Data Mining Techniques

      • Pinku Deb Nath, Sowvik Kanti Das, Fabiha Nazmi Islam, Kifayat Tahmid, Raufir Ahmed Shanto, Rashedur M. Rahman
      Pages 27-36

    5. MASS: A Semi-supervised Multi-label Classification Algorithm with Specific Features

      • Thi-Ngan Pham, Van-Quang Nguyen, Duc-Trong Dinh, Tri-Thanh Nguyen, Quang-Thuy Ha
      Pages 37-47

    6. Parallel Self-organizing Map Using Shared Virtual Memory Buffers

      • Noor Elaiza Bt Abd Khalid, Muhammad Firdaus B. Mustapha, Azlan B. Ismail, Mazani B. Manaf
      Pages 49-58

    7. Parametric Optimization of the Selected Classifiers in Binary Classification

      • Daniel Kostrzewa, Robert Brzeski
      Pages 59-69

    8. Prediction of Academic Performance During Adolescence Based on Socioeconomic, Psychological and Academic Factors

      • A. T. M. Shakil Ahamed, Navid Tanzeem Mahmood, Rashedur M. Rahman
      Pages 71-80

    9. A Super-Vector Deep Learning Coprocessor with High Performance-Power Ratio

      • Jingfei Jiang, Zhiqiang Liu, Jinwei Xu, Rongdong Hu
      Pages 81-92

  3. Big Data and Collaborative Decision Support Systems

    1. Front Matter

      Pages 93-93
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    2. Bi-temporal Database Model for Legal Merger Transactions and Late-Arriving Information Problem: The Case of Polish Merger Market

      • Aleksander Buczek, Jacek Mercik
      Pages 95-104

    3. Breathing Movement Analysis for Adjustment of Radiotherapy Planning

      • M. Penhaker, M. Novakova, J. Knybel, J. Kubicek, J. Grepl, V. Kasik et al.
      Pages 105-116

    4. Measuring Improvement in Access to Complete Data in Healthcare Collaborative Database Systems

      • Nurul A. Emran, Fathin N. M. Leza, Noraswaliza Abdullah
      Pages 117-127

    5. Rough Set Theory for Supporting Decision Making on Relevance in Browsing Multilingual Digital Resources

      • Jolanta Mizera-Pietraszko, Jolanta Tancula
      Pages 129-139

    6. The Social Influence on the Behavioral Intention to Use Mobile Electronic Medical Records

      • Yi-Horng Lai
      Pages 141-150

    7. Stock Prices Growth Pattern by the Emergency Demand After the Great East-Japan Earthquake

      • Kenji Yamaguchi, Yuriko Yano, Yukari Shirota
      Pages 151-160

    8. Structure-Based Virtual Screening for Novel Modulators of Human Orexin 2 Receptor with Cloud Systems and Supercomputers

      • Rafael Dolezal, Eugenie Nepovimova, Michaela Melikova, Kamil Kuca
      Pages 161-171

    9. Supply Chains of Cross-Border e-Commerce

      • Arkadiusz Kawa
      Pages 173-183

    10. Towards a Personalized Virtual Customer Experience

      • Bartłomiej Pierański, Sergiusz Strykowski
      Pages 185-195
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Other volumes

  1. Intelligent Information and Database Systems

  2. Intelligent Information and Database Systems

Keywords

About this book

This book presents recent research in intelligent information and database systems. The carefully selected contributions were initially accepted for presentation as posters at the 9th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2017) held from to 5 April 2017 in Kanazawa, Japan. While the contributions are of an advanced scientific level, several are accessible for non-expert readers. The book brings together 47 chapters divided into six main parts:


•         Part I. From Machine Learning to Data Mining.
•         Part II. Big Data and Collaborative Decision Support Systems,
•         Part III. Computer Vision Analysis, Detection, Tracking and Recognition,
•         Part IV. Data-Intensive Text Processing,
•         Part V. Innovations in Web and Internet Technologies, and
•         Part VI. New Methods and Applications in Information and Software Engineering.
 
The book is an excellent resource for researchers and those working in algorithmics, artificial and computational intelligence, collaborative systems, decision management and support systems, natural language processing, image and text processing, Internet technologies, and information and software engineering, as well as for students interested in such research areas.

Editors and Affiliations

  • Faculty of Computer Sci. and Management, Wroclaw Univ. of Science and Technology Faculty of Computer Sci. and Management, Wroclaw, Poland

    Dariusz Król

  • Faculty of Computer Sci. and Management, Wroclaw Univ of Science and Technology Faculty of Computer Sci. and Management, Wroclaw, Poland

    Ngoc Thanh Nguyen

  • School of Advanced Sci. and Technology, Japan Advanced Inst. of Sci. and Tech School of Advanced Sci. and Technology, Ishikawa, Japan

    Kiyoaki Shirai

Bibliographic Information

  • Book Title: Advanced Topics in Intelligent Information and Database Systems

  • Editors: Dariusz Król, Ngoc Thanh Nguyen, Kiyoaki Shirai

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-319-56660-3

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Hardcover ISBN: 978-3-319-56659-7Published: 29 March 2017

  • Softcover ISBN: 978-3-319-85965-1Published: 25 July 2018

  • eBook ISBN: 978-3-319-56660-3Published: 25 March 2017

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XIII, 561

  • Number of Illustrations: 70 b/w illustrations, 101 illustrations in colour

  • Topics: Computational Intelligence, Artificial Intelligence

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