rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Advanced Topics in Intelligent Information and Database Systems
  name:
    name part: Król, Dariusz.
    role:
      role term: editor.
  name:
    name part: Nguyen, Ngoc Thanh.
    role:
      role term: editor.
  name:
    name part: Shirai, Kiyoaki.
    role:
      role term: editor.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2017
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XIII, 561 p. 171 illus., 101 illus. in color. online resource.
  abstract: 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.
  table of contents: Part I: From Machine Learning to Data Mining -- Analyzing Accident Prone Regions by Clustering -- Analyzing Life Insurance Data with Diﬀerent Classiﬁcation Techniques for Customers’ Behavior Analysis -- Classiﬁcation of Product Rating Using Data Mining Techniques -- MASS: a Semi-Supervised Multi-Label Classiﬁcation Algorithm with Speciﬁc Feature -- Parallel Self-organizing Map Using Shared Virtual Memory Buﬀers -- Parametric Optimization of the Selected Classiﬁers in Binary Classiﬁcation -- Prediction of Academic Performance During Adolescence Based on Socioeconomic, Psychological and Academic Factors -- A Super-Vector Deep Learning Coprocessor with High Performance-Power Ratio -- Part II: Big Data and Collaborative Decision Support Systems -- Bi-temporal Database Model for Legal Merger Transactions and Late-arriving Information Problem: the Case of Polish Merger Market -- Breathing Movement Analysis for Adjustment of Radiotherapy Planning -- Measuring Improvement in Access to Complete Data in Healthcare Collaborative Dabase Systems -- Rough Set Theory for Supporting Decision Making on Relevance in Browsing Multilingual Digital Resources -- The Social Inﬂuence on the Behavioral Intention to Use Mobile Electronic Medical Records -- Stock Prices Growth Pattern by the Emergency Demand After the Great East-Japan Earthquake -- Structure-Based Virtual Screening for Novel Modulators of Human Orexin 2 Receptor with Cloud Systems and Supercomputers -- Supply Chains of Cross-Border E-Commerce -- Towards Personalized Virtual Customer Experience -- Towards Big Management -- Part III: Computer Vision Analysis, Detection, Tracking and Recognition -- Combination of Collision Detection and Visibility Algorithms in Simulation of Eﬀective Placement of Anti-Air Elements -- A Combination of Deep Learning and Hand-Designed Feature for Plant Identiﬁcation based on Leaf and Flower Images -- An Eﬃcient Defect Classiﬁcation Algorithm for Ceramic Tiles -- Parking Assistant - Prediction of an…
  note: edited by Dariusz Król, Ngoc Thanh Nguyen, Kiyoaki Shirai.
  subject:
    topic: Engineering
  subject:
    topic: Artificial intelligence
  subject:
    topic: Computational intelligence
  subject:
    topic: Engineering
  subject:
    topic: Computational Intelligence
  subject:
    topic: Artificial Intelligence (incl. Robotics)
  classification: Q342
  classification: 006.3
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Studies in Computational Intelligence, 710
  identifier: 9783319566603
  identifier: http://dx.doi.org/10.1007/978-3-319-56660-3
  record info:
    record creation date: 170322
    record change date: 20170322035736.0
    record identifier: 978-3-319-56660-3