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Foundations of Intelligent Systems

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

  • Michelangelo Ceci
  • Nathalie Japkowicz
  • Jiming Liu
  • George A. Papadopoulos
  • Zbigniew W. Raś
Conference proceedings ISMIS 2018

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

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11177)

Table of contents

  1. Front Matter
    Pages I-XXV
  2. Bioinformatics and Health Informatics

    1. Front Matter
      Pages 1-1
    2. Bartosz Paweł Piotrowski, Miron Bartosz Kursa
      Pages 3-12
    3. 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. Jocelyn Bernard, Hamida Seba
      Pages 45-55
    3. Stephan Doerfel, Tom Hanika, Gerd Stumme
      Pages 56-66
    4. Rihab Ayed, Mohand-Saïd Hacid, Rafiqul Haque, Abderrazek Jemai
      Pages 78-88
    5. Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda
      Pages 89-99
  4. Image Analysis

    1. Front Matter
      Pages 101-101
    2. Elitsa Popova, Athanasios Athanasopoulos, Efraim Ie, Nikolaos Christou, Ndifreke Nyah
      Pages 103-110
    3. Jan Gonera, Krzysztof Szklanny, Marcin Wichrowski, Alicja Wieczorkowska
      Pages 111-119
    4. Berardina De Carolis, Nicola Macchiarulo, Giuseppe Palestra
      Pages 120-129
    5. Camilo Salguero, Sandra P. Mosquera, Andrés F. Barco, Élise Vareilles
      Pages 130-138
  5. Intelligent Systems

    1. Front Matter
      Pages 139-139
    2. Justin Sunu, Allon G. Percus, Blake Hunter
      Pages 151-160
    3. Claudia Diamantini, Domenico Potena, Emanuele Storti
      Pages 161-168
    4. Stefano Guarino, Fabio Leuzzi, Flavio Lombardi, Enrico Mastrostefano
      Pages 169-178
    5. Ayman Hajja, Griffin P. Hiers, Pierre Arbajian, Zbigniew W. Raś, Alicja A. Wieczorkowska
      Pages 179-188
    6. Antonio Lieto, Gian Luca Pozzato
      Pages 189-199
  6. Mining Complex Patterns

    1. Front Matter
      Pages 201-201
    2. Yang Liu, Guohua Dong, Zhonglei Gu
      Pages 203-213
    3. Tiantian He, Keith C. C. Chan
      Pages 214-224
    4. Marjana Prifti Skenduli, Marenglen Biba, Corrado Loglisci, Michelangelo Ceci, Donato Malerba
      Pages 258-267
    5. Ye Zhang, Libin Yang, Xiaoyan Cai, Hang Dai
      Pages 268-278
  7. Novelty Detection and Class Imbalance

    1. Front Matter
      Pages 279-279
    2. Olubukola M. Olaitan, Herna L. Viktor
      Pages 291-301
    3. Toni Mancini, Federico Mari, Igor Melatti, Ivano Salvo, Enrico Tronci
      Pages 302-312
  8. Social Data Analysis

    1. Front Matter
      Pages 313-313
    2. Ashiqur R. KhudaBukhsh, Jong Woo Hong, Jaime G. Carbonell
      Pages 323-332
    3. Sabrine Mallek, Imen Boukhris, Zied Elouedi, Eric Lefevre
      Pages 333-343
  9. Spatio-temporal Analysis

    1. Front Matter
      Pages 345-345
    2. Giuseppe Manco, Giuseppe Pirrò, Ettore Ritacco
      Pages 347-356
    3. Annalisa Appice, Antonietta Lanza, Donato Malerba
      Pages 357-366
    4. Luca Anselma, Alessandro Mazzei, Luca Piovesan, Paolo Terenziani
      Pages 367-376
  10. Granular and Soft Clustering

    1. Front Matter
      Pages 377-377
    2. Hong Shi, Qiang Liu, Pingxin Wang
      Pages 389-398
    3. Ruisi Ren, Ling Wei
      Pages 399-408
    4. Katarzyna Tarnowska, Zbigniew Ras
      Pages 417-425

About these proceedings

Introduction

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

  1. 1.Università degli Studi di Bari Aldo MoroBariItaly
  2. 2.American UniversityWashingtonUSA
  3. 3.Hong Kong Baptist UniversityKowloonHong Kong
  4. 4.University of CyprusNicosiaCyprus
  5. 5.University of North CarolinaCharlotteUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-01851-1
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-01850-4
  • Online ISBN 978-3-030-01851-1
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site