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Artificial Intelligence Applications and Innovations

12th IFIP WG 12.5 International Conference and Workshops, AIAI 2016, Thessaloniki, Greece, September 16-18, 2016, Proceedings

  • Lazaros Iliadis
  • Ilias Maglogiannis

Part of the IFIP Advances in Information and Communication Technology book series (IFIPAICT, volume 475)

Table of contents

  1. Front Matter
    Pages I-XXV
  2. Medical Artificial Intelligence Modeling (MAIM)

    1. Front Matter
      Pages 1-1
    2. Ana Silva, Tiago Oliveira, Vicente Julian, José Neves, Paulo Novais
      Pages 14-26
    3. Mandani Ntekouli, Maria Marouli, Georgia Konstantopoulou, George Anastassopoulos, Dimitrios Lymperopoulos
      Pages 27-38
    4. Georgia Kontogianni, Olga Papadodima, Ilias Maglogiannis, Konstantina Frangia-Tsivou, Aristotelis Chatziioannou
      Pages 39-52
    5. Theodoros Iliou, Georgia Konstantopoulou, Mandani Ntekouli, Dimitrios Lymberopoulos, Konstantinos Assimakopoulos, Dimitrios Galiatsatos et al.
      Pages 53-60
  3. Classification – Pattern Recognition (CLASPR)

    1. Front Matter
      Pages 61-61
    2. Yao Jean Marc Pokou, Philippe Fournier-Viger, Chadia Moghrabi
      Pages 63-74
    3. Christos K. Aridas, Sotiris B. Kotsiantis, Michael N. Vrahatis
      Pages 75-86
    4. Kostantinos Arvanitakis, Markos Avlonitis
      Pages 87-93
    5. Christos K. Aridas, Sotiris B. Kotsiantis, Michael N. Vrahatis
      Pages 94-105
    6. S. V. Georgakopoulos, K. Kottari, K. Delibasis, V. P. Plagianakos, I. Maglogiannis
      Pages 106-116
  4. Ontology-Web and Social Media AI Modeling (OWESOM)

    1. Front Matter
      Pages 117-117
    2. Michalis Vafopoulos, Gerasimos Razis, Ioannis Anagnostopoulos, Georgios Vafeiadis, Dimitrios Negkas, Eleftherios Galanos et al.
      Pages 119-130
    3. Tomas Gogar, Ondrej Hubacek, Jan Sedivy
      Pages 154-163
  5. Environmental AI Modeling (ENAIM)

    1. Front Matter
      Pages 165-165
    2. Anastasios Rigos, George E. Tsekouras, Antonios Chatzipavlis, Adonis F. Velegrakis
      Pages 167-179
    3. Romanos Kalamatianos, Katia Kermanidis, Markos Avlonitis, Ioannis Karydis
      Pages 180-190
    4. Vardis-Dimitris Anezakis, Konstantinos Demertzis, Lazaros Iliadis, Stefanos Spartalis
      Pages 191-203
    5. Mihaela Oprea, Sanda Florentina Mihalache, Marian Popescu
      Pages 204-211
  6. AIRuleBased Modeling (AIRUMO)

    1. Front Matter
      Pages 213-213
    2. Lucas Rizzo, Pierpaolo Dondio, Sarah Jane Delany, Luca Longo
      Pages 215-229
    3. Dimitrios Mallis, Thomas Sgouros, Nikolaos Mitianoudis
      Pages 230-241
    4. Jan Boril, Miroslav Jirgl, Rudolf Jalovecky
      Pages 255-263
  7. Machine Learning-Learning (MALL)

    1. Front Matter
      Pages 265-265
    2. Everton Alvares Cherman, Grigorios Tsoumakas, Maria-Carolina Monard
      Pages 267-279
    3. Paul Ștefan Popescu, Mihai Mocanu, Costel Ionașcu, Marian Cristian Mihăescu
      Pages 305-316
  8. Optimization-SVM (OPSVM)

    1. Front Matter
      Pages 317-317
    2. Xanthoula Eirini Pantazi, Dimitrios Moshou, Alexandra A. Tamouridou, Stathis Kasderidis
      Pages 319-327
    3. Stefanos Ougiaroglou, Konstantinos I. Diamantaras, Georgios Evangelidis
      Pages 328-340
    4. Viacheslav Shalamov, Andrey Filchenkov, Anatoly Shalyto
      Pages 348-355
  9. Agents-Robotics-Control (AROC)

    1. Front Matter
      Pages 357-357
    2. Ilias Sakellariou, Petros Kefalas, Suzie Savvidou, Ioanna Stamatopoulou, Marina Ntika
      Pages 359-370
    3. Lochan Babani, Sadhana Jadhav, Bhalchandra Chaudhari
      Pages 384-395
    4. Christina Semertzidou, Nikolaos I. Dourvas, Michail-Antisthenis Tsompanas, Andrew Adamatzky, Georgios Ch. Sirakoulis
      Pages 396-404
  10. Artificial Neural Network Modeling (ANNMO)

    1. Front Matter
      Pages 405-405
    2. Nestoras Georgiou, Andreas Konstantinidis, Harris Papadopoulos
      Pages 407-418
    3. Mehdi Ben Lazreg, Morten Goodwin, Ole-Christoffer Granmo
      Pages 441-452
  11. Mining Humanistic Data Workshop (MHDW)

    1. Front Matter
      Pages 453-453
    2. Emmanouil Stergiadis, Athanassios M. Kintsakis, Fotis E. Psomopoulos, Pericles A. Mitkas
      Pages 455-462

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 12th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2016, and three parallel workshops, held in Thessaloniki, Greece, in September 2016. The workshops are the Third Workshop on New Methods and Tools for Big Data, MT4BD 2016, the 5th Mining Humanistic Data Workshop, MHDW 2016, and the First Workshop on 5G - Putting Intelligence to the Network Edge, 5G-PINE 2016.
The 30 revised full papers and 8 short papers presented at the main conference were carefully reviewed and selected from 65 submissions. The 17 revised full papers and 7 short papers presented at the 3 parallel workshops were selected from 33 submissions. The papers cover a broad range of topics such as artificial neural networks, classification, clustering, control systems - robotics, data mining, engineering application of AI, environmental applications of AI, feature reduction, filtering, financial-economics modeling, fuzzy logic, genetic algorithms, hybrid systems, image and video processing, medical AI applications, multi-agent systems, ontology, optimization, pattern recognition, support vector machines, text mining, and Web-social media data AI modeling.


 

Keywords

5G algorithms artificial intelligence big data classification clustering data mining genetic algorithms information retrieval learning algorithms machine learning mobile computing neural networks pattern recognition social media supervised learning Support Vector Machines (SVM) telecommunication networks wireless networks World Wide Web

Editors and affiliations

  • Lazaros Iliadis
    • 1
  • Ilias Maglogiannis
    • 2
  1. 1.Democritus University of Thrace ThessalonikiGreece
  2. 2.University of Piraeus PiraeusGreece

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-44944-9
  • Copyright Information IFIP International Federation for Information Processing 2016
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-44943-2
  • Online ISBN 978-3-319-44944-9
  • Series Print ISSN 1868-4238
  • Series Online ISSN 1868-422X
  • Buy this book on publisher's site