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  • Conference proceedings
  • © 2018

Foundations of Intelligent Systems

24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11177)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): ISMIS: International Symposium on Methodologies for Intelligent Systems

Conference proceedings info: ISMIS 2018.

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Table of contents (44 papers)

  1. Front Matter

    Pages I-XXV
  2. Bioinformatics and Health Informatics

    1. Front Matter

      Pages 1-1
    2. Fully Automatic Classification of Flow Cytometry Data

      • Bartosz Paweł Piotrowski, Miron Bartosz Kursa
      Pages 3-12
    3. Rough Sets: Visually Discerning Neurological Functionality During Thought Processes

      • Rory Lewis, Chad A. Mello, Yanyan Zhuang, Martin K.-C. Yeh, Yu Yan, Dan Gopstein
      Pages 32-41
  3. Graph Mining

    1. Front Matter

      Pages 43-43
    2. Solving the Maximal Clique Problem on Compressed Graphs

      • Jocelyn Bernard, Hamida Seba
      Pages 45-55
    3. Clones in Graphs

      • Stephan Doerfel, Tom Hanika, Gerd Stumme
      Pages 56-66
    4. An Intra-algorithm Comparison Study of Complete Search FSM Implementations in Centralized Graph Transaction Databases

      • Rihab Ayed, Mohand-Saïd Hacid, Rafiqul Haque, Abderrazek Jemai
      Pages 78-88
    5. Critical Link Identification Based on Bridge Detection for Network with Uncertain Connectivity

      • Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda
      Pages 89-99
  4. Image Analysis

    1. Front Matter

      Pages 101-101
    2. Deep Neural Networks for Face Recognition: Pairwise Optimisation

      • Elitsa Popova, Athanasios Athanasopoulos, Efraim Ie, Nikolaos Christou, Ndifreke Nyah
      Pages 103-110
    3. Mobile Application with Image Recognition for Persons with Aphasia

      • Jan Gonera, Krzysztof Szklanny, Marcin Wichrowski, Alicja Wieczorkowska
      Pages 111-119
    4. A Comparative Study on Soft Biometric Approaches to Be Used in Retail Stores

      • Berardina De Carolis, Nicola Macchiarulo, Giuseppe Palestra
      Pages 120-129
    5. Low Cost Intelligent System for the 2D Biomechanical Analysis of Road Cyclists

      • Camilo Salguero, Sandra P. Mosquera, Andrés F. Barco, Élise Vareilles
      Pages 130-138
  5. Intelligent Systems

    1. Front Matter

      Pages 139-139
    2. Unsupervised Vehicle Recognition Using Incremental Reseeding of Acoustic Signatures

      • Justin Sunu, Allon G. Percus, Blake Hunter
      Pages 151-160

Other Volumes

  1. Foundations of Intelligent Systems

    24th International Symposium, ISMIS 2018, Limassol, Cyprus, October 29–31, 2018, Proceedings

About this book

This book constitutes the proceedings of the 24th International Symposium on Foundations of Intelligent Systems, ISMIS 2018, held in Limassol, Cyprus, in October 2018.

The 32 full, 8 short, and 4 application papers presented in this volume were carefully reviewed and selected from 59 submissions. The papers deal with topics such as bioinformatics and health informatics, graph mining, image analysis, intelligent systems, mining complex patterns, novelty detection and class imbalance, social data analysis, spatio-temporal analysis, and topic modeling and opinion mining. In addition, three special sessions were organized, namely: Special Session on Granular and Soft Clustering for Data Science, Special Session on Intelligent Methodologies for Traffic Data Analysis and Mining, and Special Session on Advanced Methods in Machine Learning for Modeling Complex Data.

Keywords

  • artificial intelligence
  • clustering
  • clustering algorithms
  • data mining
  • image processing
  • intelligent systems
  • knowledge discovery
  • learning algorithms
  • machine learning
  • neural networks
  • semantics
  • social networking
  • social networks
  • spatial-temporal systems
  • web mining
  • World Wide Web

Editors and Affiliations

  • Università degli Studi di Bari Aldo Moro, Bari, Italy

    Michelangelo Ceci

  • American University, Washington, USA

    Nathalie Japkowicz

  • Hong Kong Baptist University, Kowloon, Hong Kong

    Jiming Liu

  • University of Cyprus, Nicosia, Cyprus

    George A. Papadopoulos

  • University of North Carolina, Charlotte, USA

    Zbigniew W. Raś

Bibliographic Information

Buying options

eBook
USD 69.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-01851-1
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book
USD 89.99
Price excludes VAT (USA)