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Foundations of Intelligent Systems

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

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Michelangelo Ceci

    1. Università degli Studi di Bari Aldo Moro, Bari, Italy

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  2. Nathalie Japkowicz

    1. American University, Washington, USA

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  3. Jiming Liu

    1. Hong Kong Baptist University, Kowloon, Hong Kong

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  4. George A. Papadopoulos

    1. University of Cyprus, Nicosia, Cyprus

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  5. Zbigniew W. Raś

    1. University of North Carolina, Charlotte, USA

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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)

Included in the following conference series:

Conference proceedings info: ISMIS 2018.

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Table of contents (44 papers)

  1. Front Matter

    Pages I-XXV
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  2. Bioinformatics and Health Informatics

    1. Front Matter

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

      • Bartosz Paweł Piotrowski, Miron Bartosz Kursa
      Pages 3-12

    3. Positive Unlabeled Link Prediction via Transfer Learning for Gene Network Reconstruction

      • Paolo Mignone, Gianvito Pio
      Pages 13-23

    4. Early Detection of Heart Symptoms with Convolutional Neural Network and Scattering Wavelet Transformation

      • Mariusz Kleć
      Pages 24-31

    5. 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
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    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. Knowledge-Based Mining of Exceptional Patterns in Logistics Data: Approaches and Experiences in an Industry 4.0 Context

      • Eric Sternberg, Martin Atzmueller
      Pages 67-77

    5. 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

    6. 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
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    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
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    2. An Approach for the Police Districting Problem Using Artificial Intelligence

      • José Manuel Rodríguez-Jiménez
      Pages 141-150

    3. Unsupervised Vehicle Recognition Using Incremental Reseeding of Acoustic Signatures

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

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

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