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© 2018

Artificial Neural Networks and Machine Learning – ICANN 2018

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

  • 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 11139)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 11139)

Table of contents

  1. Front Matter
    Pages I-XLIII
  2. CNN/Natural Language

    1. Front Matter
      Pages 1-1
    2. Xiao Dong, Lei Liu, Guangli Li, Peng Zhao, Xiaobing Feng
      Pages 3-13
    3. Youcai Zhang, Yiwei Gu, Xiaodong Gu
      Pages 14-21
    4. Giannis Nikolentzos, Polykarpos Meladianos, Antoine Jean-Pierre Tixier, Konstantinos Skianis, Michalis Vazirgiannis
      Pages 22-32
    5. Luiz C. Silva, Cleber G. Dias, Wonder A. L. Alves
      Pages 33-42
    6. Yahaya Isah Shehu, Ariel Ruiz-Garcia, Vasile Palade, Anne James
      Pages 51-60
    7. Jiří Martínek, Ladislav Lenc, Pavel Král
      Pages 73-83
    8. Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li
      Pages 84-94
    9. Alex Hernández-García, Peter König
      Pages 95-103
    10. Xiaoping Zheng, Song He, Xinyu Song, Zhongnan Zhang, Xiaochen Bo
      Pages 104-114
    11. Stefan Oehmcke, Oliver Zielinski, Oliver Kramer
      Pages 123-133
    12. Alper Ahmetoğlu, Ozan İrsoy, Ethem Alpaydın
      Pages 134-141
    13. Qiang Sun, Yue Wu
      Pages 142-153
    14. Xingzhang Ren, Leilei Zhang, Wei Ye, Hang Hua, Shikun Zhang
      Pages 154-165
    15. Mark Cappello Ferreira de Sousa, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
      Pages 166-175
    16. Annika Lindh, Robert J. Ross, Abhijit Mahalunkar, Giancarlo Salton, John D. Kelleher
      Pages 176-187

Other volumes

  1. Artificial Neural Networks and Machine Learning – ICANN 2018
    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. 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

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