Advertisement

Artificial Intelligence Applications and Innovations

15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings

  • John MacIntyre
  • Ilias Maglogiannis
  • Lazaros Iliadis
  • Elias Pimenidis
Conference proceedings AIAI 2019

Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 559)

Table of contents

  1. Front Matter
    Pages i-xxiv
  2. Invited Paper

    1. Front Matter
      Pages 1-1
  3. AI Anomaly Detection - Active Learning

    1. Front Matter
      Pages 17-17
    2. Konstantinos Demertzis, Lazaros Iliadis, Panayiotis Kikiras, Nikos Tziritas
      Pages 19-36
    3. Stamatis Karlos, Vasileios G. Kanas, Nikos Fazakis, Christos Aridas, Sotiris Kotsiantis
      Pages 37-49
  4. Autonomous Vehicles - Aerial Vehicles

    1. Front Matter
      Pages 65-65
    2. Qinbing Fu, Nicola Bellotto, Huatian Wang, F. Claire Rind, Hongxin Wang, Shigang Yue
      Pages 67-79
    3. Jiannan Zhao, Xingzao Ma, Qinbing Fu, Cheng Hu, Shigang Yue
      Pages 80-91
    4. Tangyike Zhang, Songyi Zhang, Yu Chen, Chao Xia, Shitao Chen, Nanning Zheng
      Pages 92-104
  5. Biomedical AI

    1. Front Matter
      Pages 105-105
    2. Jaakko Hollmén, Panagiotis Papapetrou
      Pages 120-126
    3. A. Kallipolitis, M. Galliakis, A. Menychtas, I. Maglogiannis
      Pages 127-138
    4. Corinne G. Allaart, Lena Mondrejevski, Panagiotis Papapetrou
      Pages 139-151
  6. Classification - Clustering

    1. Front Matter
      Pages 153-153
    2. Suvra Jyoti Choudhury, Nikhil R. Pal
      Pages 167-177
    3. Agus Budi Raharjo, Mohamed Quafafou
      Pages 178-187
    4. Zijian Kang, Le Wang, Ziyi Liu, Qilin Zhang, Nanning Zheng
      Pages 188-201
    5. Xiaodan Deng, Xiaoxuan Sun, Ping Guo, Qian Yin
      Pages 202-209
  7. Constraint Programming - Brain Inspired Modeling

  8. Deep Learning - Convolutional ANN

    1. Front Matter
      Pages 245-245
    2. Giorgio Lucarelli, Matteo Borrotti
      Pages 247-258
    3. Giorgio Morales, Itamar Salazar-Reque, Joel Telles, Daniel Díaz
      Pages 282-291
    4. Babajide O. Ayinde, Keishin Nishihama, Jacek M. Zurada
      Pages 292-306
    5. Leonardo Nogueira Matos, Mariana Fontainhas Rodrigues, Ricardo Magalhães, Victor Alves, Paulo Novais
      Pages 307-318
    6. Fabio Fassetti, Ilaria Fassetti, Simona Nisticò
      Pages 319-330
    7. Linfeng Sui, Xuyang Zhao, Qibin Zhao, Toshihisa Tanaka, Jianting Cao
      Pages 331-339
    8. Aliaksandr Barushka, Petr Hajek
      Pages 340-350
    9. Ladislav Lenc, Jiří Martínek, Pavel Král
      Pages 351-361
    10. Jiří Martínek, Ladislav Lenc, Pavel Král
      Pages 362-373
    11. Neha Bansal, Arun Sharma, R. K. Singh
      Pages 374-381
    12. Pradeep Hewage, Ardhendu Behera, Marcello Trovati, Ella Pereira
      Pages 382-390
    13. Andres Ovidio Restrepo Rodriguez, Daniel Esteban Casas Mateus, Paulo Alonso Gaona Garcia, Adriana Gomez Acosta, Carlos Enrique Montenegro Marin
      Pages 391-398
  9. Fuzzy Modeling

    1. Front Matter
      Pages 399-399
    2. Augusto J. Guimarães, Vinicius J. Silva Araujo, Vanessa S. Araujo, Lucas O. Batista, Paulo V. de Campos Souza
      Pages 401-412
  10. Learning Automata - Logic Based Reasoning

    1. Front Matter
      Pages 437-437
    2. Dimitrios Arampatzis, Maria Doulgeraki, Michail Giannoulis, Evropi Stefanidi, Theodore Patkos
      Pages 464-472
  11. Machine Learning - Natural Language

    1. Front Matter
      Pages 473-473

Other volumes

  1. Artificial Intelligence Applications and Innovations
    15th IFIP WG 12.5 International Conference, AIAI 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings
  2. AIAI 2019 IFIP WG 12.5 International Workshops: MHDW and 5G-PINE 2019, Hersonissos, Crete, Greece, May 24–26, 2019, Proceedings

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 15th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2019, held in Hersonissos, Crete, Greece, in May 2019.

The 49 full papers and 6 short papers presented were carefully reviewed and selected from 101 submissions. They cover a broad range of topics such as deep learning ANN; genetic algorithms - optimization; constraints modeling; ANN training algorithms; social media intelligent modeling; text mining/machine translation; fuzzy modeling; biomedical  and bioinformatics algorithms and systems; feature selection; emotion recognition; hybrid Intelligent models; classification - pattern recognition; intelligent security modeling; complex stochastic games; unsupervised machine learning; ANN in industry; intelligent clustering; convolutional and recurrent ANN; recommender systems; intelligent telecommunications modeling; and intelligent hybrid systems using Internet of Things. The papers are organized in the following topical sections:
AI anomaly detection - active learning; autonomous vehicles - aerial vehicles; biomedical AI; classification - clustering; constraint programming - brain inspired modeling; deep learning - convolutional ANN; fuzzy modeling; learning automata - logic based reasoning; machine learning - natural language; multi agent - IoT; nature inspired flight and robot; control - machine vision; and recommendation systems.

Keywords

artificial intelligence classification computational linguistics data mining data security fuzzy logic image processing image reconstruction image segmentation information retrieval internet learning algorithms machine learning neural networks robotics semantics Support Vector Machines (SVM) user interfaces World Wide Web

Editors and affiliations

  • John MacIntyre
    • 1
  • Ilias Maglogiannis
    • 2
  • Lazaros Iliadis
    • 3
  • Elias Pimenidis
    • 4
  1. 1.University of SunderlandSunderlandUK
  2. 2.University of PiraeusPiraeusGreece
  3. 3.Democritus University of ThraceXanthiGreece
  4. 4.University of West EnglandBristolUK

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-19823-7
  • Copyright Information IFIP International Federation for Information Processing 2019
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-19822-0
  • Online ISBN 978-3-030-19823-7
  • Series Print ISSN 1868-4238
  • Series Online ISSN 1868-422X
  • Buy this book on publisher's site
Industry Sectors
Pharma
Materials & Steel
Automotive
Chemical Manufacturing
Health & Hospitals
Biotechnology
Finance, Business & Banking
Electronics
IT & Software
Telecommunications
Law
Consumer Packaged Goods
Energy, Utilities & Environment
Aerospace
Oil, Gas & Geosciences
Engineering