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Artificial Neural Networks and Machine Learning – ICANN 2018

27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4–7, 2018, Proceedings, Part III

  • Věra Kůrková
  • Yannis Manolopoulos
  • Barbara Hammer
  • Lazaros Iliadis
  • Ilias Maglogiannis
Conference proceedings ICANN 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11141)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 11141)

Table of contents

  1. Front Matter
    Pages I-XXIX
  2. Recurrent ANN

    1. Front Matter
      Pages 1-1
    2. R. Ramamurthy, C. Bauckhage, R. Sifa, S. Wrobel
      Pages 3-12
    3. Rafet Sifa, Daniel Paurat, Daniel Trabold, Christian Bauckhage
      Pages 13-22
    4. Eleonora Giunchiglia, Anton Nemchenko, Mihaela van der Schaar
      Pages 23-32
    5. Amy Nesky, Quentin F. Stout
      Pages 51-61
    6. Jingfei Han, Wenge Rong, Fang Zhang, Yutao Zhang, Jie Tang, Zhang Xiong
      Pages 84-93
    7. Mark Collier, Joeran Beel
      Pages 94-104
    8. Zengwei Zheng, Yanzhen Zhou, Lin Sun, Jianping Cai
      Pages 105-115
    9. Giuseppe Marra, Andrea Zugarini, Stefano Melacci, Marco Maggini
      Pages 126-136
    10. Manfred Eppe, Tayfun Alpay, Stefan Wermter
      Pages 137-146
    11. João Olegário de Oliveira de Souza, José Vicente Canto dos Santos, Rodrigo Marques de Figueiredo, Gustavo Pessin
      Pages 147-156
    12. Amit Gajbhiye, Sardar Jaf, Noura Al Moubayed, A. Stephen McGough, Steven Bradley
      Pages 157-167
    13. Mohammad Hovaidi-Ardestani, Nitin Saini, Aleix M. Martinez, Martin A. Giese
      Pages 168-177
    14. Dongjie Zhang, Zheng Fang, Yanan Cao, Yanbing Liu, Xiaojun Chen, Jianlong Tan
      Pages 178-188
    15. Kirill Kochetov, Evgeny Putin, Maksim Balashov, Andrey Filchenkov, Anatoly Shalyto
      Pages 208-217
    16. Felipe Carregosa, Aline Paes, Gerson Zaverucha
      Pages 218-227
    17. Kristína Malinovská, Ľudovít Malinovský, Igor Farkaš
      Pages 228-231
    18. Philipp Kuhlmann, Paul Sanzenbacher, Sebastian Otte
      Pages 232-241
  3. Deep Learning

    1. Front Matter
      Pages 243-243
    2. Jivitesh Sharma, Ole-Christopher Granmo, Morten Goodwin
      Pages 245-259
    3. Anton Nemchenko, Trent Kyono, Mihaela Van Der Schaar
      Pages 260-269
    4. Chuanqi Tan, Fuchun Sun, Tao Kong, Wenchang Zhang, Chao Yang, Chunfang Liu
      Pages 270-279
    5. Giorgio Morales, Samuel G. Huamán, Joel Telles
      Pages 280-288
    6. Alexey Potapov, Sergey Rodionov, Hugo Latapie, Enzo Fenoglio
      Pages 289-299
    7. Hwei Geok Ng, Matthias Kerzel, Jan Mehnert, Arne May, Stefan Wermter
      Pages 300-309
    8. Wenbin Jiang, Yangsong Zhang, Pai Liu, Geyan Ye, Hai Jin
      Pages 321-330
    9. Hongyu Li, Tianqi Han
      Pages 331-341
    10. Saisai Li, Shuqin Li, Meng Ding, Kun Meng
      Pages 363-372
    11. Ryoma Sato, Hisashi Kashima, Takehiro Yamamoto
      Pages 373-382
    12. Stanislaw Jastrzębski, Zachary Kenton, Devansh Arpit, Nicolas Ballas, Asja Fischer, Yoshua Bengio et al.
      Pages 392-402
    13. Savvas Karatsiolis, Christos N. Schizas, Nicolai Petkov
      Pages 425-435
    14. Zhenshen Qu, Junyu Liu, Yang Liu, Qiuyu Guan, Chunyu Yang, Yuxin Zhang
      Pages 436-446
    15. Ricardo Pio Monti, Sina Tootoonian, Robin Cao
      Pages 447-456
    16. Zakhriya Alhassan, A. Stephen McGough, Riyad Alshammari, Tahani Daghstani, David Budgen, Noura Al Moubayed
      Pages 468-478
    17. Sérgio Gonçalves, Paulo Cortez, Sérgio Moro
      Pages 479-488

Other volumes

  1. 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part I
  2. 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part II
  3. Artificial Neural Networks and Machine Learning – ICANN 2018
    27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4–7, 2018, Proceedings, Part III

About these proceedings

Introduction

This three-volume set LNCS 11139-11141 constitutes the refereed proceedings of the 27th International Conference on Artificial Neural Networks, ICANN 2018, held in Rhodes, Greece, in October 2018.

The papers presented in these volumes was carefully reviewed and selected from  total of 360 submissions. They are related to the following thematic topics: AI and Bioinformatics, Bayesian and Echo State Networks, Brain Inspired Computing, Chaotic Complex Models, Clustering, Mining, Exploratory Analysis, Coding Architectures, Complex Firing Patterns, Convolutional Neural Networks, Deep Learning (DL), DL in Real Time Systems, DL and Big Data Analytics, DL and Big Data, DL and Forensics, DL and Cybersecurity, DL and Social Networks, Evolving Systems – Optimization, Extreme Learning Machines, From Neurons to Neuromorphism, From Sensation to Perception, From Single Neurons to Networks, Fuzzy Modeling, Hierarchical ANN, Inference and Recognition, Information and Optimization, Interacting with The Brain, Machine Learning (ML), ML for Bio Medical systems, ML and Video-Image Processing, ML and Forensics, ML and Cybersecurity, ML and Social Media, ML in Engineering, Movement and Motion Detection, Multilayer Perceptrons and Kernel Networks, Natural Language, Object and Face Recognition, Recurrent Neural Networks and Reservoir Computing, Reinforcement Learning, Reservoir Computing, Self-Organizing Maps, Spiking Dynamics/Spiking ANN, Support Vector Machines, Swarm Intelligence and Decision-Making, Text Mining, Theoretical Neural Computation, Time Series and Forecasting, Training and Learning.

Keywords

artificial intelligence classification clustering computational linguistics computer networks Human-Computer Interaction (HCI) image processing image reconstruction image segmentation learning algorithms machine learning neural networks recurrent neural networks reinforcement learning robotics robots semantics signal processing Support Vector Machines (SVM) wireless telecommunication systems

Editors and affiliations

  • Věra Kůrková
    • 1
  • Yannis Manolopoulos
    • 2
  • Barbara Hammer
    • 3
  • Lazaros Iliadis
    • 4
  • Ilias Maglogiannis
    • 5
  1. 1.Czech Academy of SciencesPrague 8Czech Republic
  2. 2.Open University of CyprusLatsiaCyprus
  3. 3.CITEC Bielefeld UniversityBielefeldGermany
  4. 4.Democritus University of ThraceXanthiGreece
  5. 5.University of PiraeusPiraeusGreece

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-01424-7
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-01423-0
  • Online ISBN 978-3-030-01424-7
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site