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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 II

  • Věra Kůrková
  • Yannis Manolopoulos
  • Barbara Hammer
  • Lazaros Iliadis
  • Ilias Maglogiannis

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11140)

Also part of the Theoretical Computer Science and General Issues book sub series (LNTCS, volume 11140)

Table of contents

  1. Front Matter
    Pages I-XXVIII
  2. ELM/Echo State ANN

  3. Image Processing

    1. Front Matter
      Pages 35-35
    2. Huatian Wang, Jigen Peng, Paul Baxter, Chun Zhang, Zhihua Wang, Shigang Yue
      Pages 37-46
    3. Liping Han, Yonghua Xie
      Pages 47-55
    4. Sławomir Golak, Anna Jama, Marcin Blachnik, Tadeusz Wieczorek
      Pages 56-65
    5. Guillermo Sarasa, Aaron Montero, Ana Granados, Francisco B. Rodriguez
      Pages 66-75
  4. Medical/Bioinformatics

    1. Front Matter
      Pages 77-77
    2. Mihai Teletin, Gabriela Czibula, Maria-Iuliana Bocicor, Silvana Albert, Alessandro Pandini
      Pages 79-89
    3. Haigen Hu, Kangjie Li, Qiu Guan, Feng Chen, Shengyong Chen, Yicheng Ni
      Pages 101-108
    4. Baolin Du, Qi Qi, Han Zheng, Yue Huang, Xinghao Ding
      Pages 109-116
    5. Lucas Aparecido Silva Kitano, Miguel Angelo Abreu Sousa, Sara Dereste Santos, Ricardo Pires, Sigride Thome-Souza, Alexandre Brincalepe Campo
      Pages 117-126
    6. Yang Li, Wenyu Zhou, Guiwen Lv, Guibo Luo, Yuesheng Zhu, Ji Liu
      Pages 127-136
    7. Wei Tang, Dongsheng Zou, Su Yang, Jing Shi
      Pages 137-147
    8. Nicoló Savioli, Silvia Visentin, Erich Cosmi, Enrico Grisan, Pablo Lamata, Giovanni Montana
      Pages 148-157
    9. Junyu Liu, Yang Liu, Cheng Wang, Anwei Li, Bowen Meng, Xiangfei Chai et al.
      Pages 158-166
    10. Catalina Maria Hernández-Ruiz, Sergio Andrés Villagrán Martínez, Johan Enrique Ortiz Guzmán, Paulo Alonso Gaona Garcia
      Pages 186-194
    11. Antoni Mauricio, Jorge López, Roger Huauya, Jose Diaz
      Pages 195-202
  5. Kernel

    1. Front Matter
      Pages 203-203
    2. Lynn Houthuys, Johan A. K. Suykens
      Pages 205-215
  6. Reinforcement

    1. Front Matter
      Pages 217-217
    2. Xue Han, Hongping Yan, Junge Zhang, Lingfeng Wang
      Pages 219-229
    3. Andreas Bougiouklis, Antonis Korkofigkas, Giorgos Stamou
      Pages 230-239
    4. Kyrill Schmid, Lenz Belzner, Thomas Gabor, Thomy Phan
      Pages 240-249
    5. Marios Karamanis, Davide Zambrano, Sander Bohté
      Pages 250-262
    6. Wenpeng Liu, Yanan Cao, Yanbing Liu, Yue Hu, Jianlong Tan
      Pages 263-272
  7. Pattern Recognition/Text Mining/Clustering

    1. Front Matter
      Pages 273-273
    2. Hongyu Li, Junhua Qiu, Fan Zhu
      Pages 275-285
    3. Jian Hou, Chengcong Lv, Aihua Zhang, Xu E.
      Pages 286-295
    4. Aaron Montero, Jessica Lopez-Hazas, Francisco B. Rodriguez
      Pages 296-303
    5. Xiaomao Zhou, Cornelius Weber, Chandrakant Bothe, Stefan Wermter
      Pages 304-311
  8. Optimization/Recommendation

  9. Computational Neuroscience

    1. Front Matter
      Pages 381-381
    2. Alessandra Lintas, Takeshi Abe, Alessandro E. P. Villa, Yoshiyuki Asai
      Pages 393-402
    3. Xerxes D. Arsiwalla, Daniel Pacheco, Alessandro Principe, Rodrigo Rocamora, Paul Verschure
      Pages 403-412
  10. SOM/SVM

    1. Front Matter
      Pages 413-413
    2. Maryam Sabzevari, Gonzalo Martínez-Muñoz, Alberto Suárez
      Pages 415-421

Other volumes

  1. 27th International Conference on Artificial Neural Networks, Rhodes, Greece, October 4-7, 2018, Proceedings, Part I
  2. Artificial Neural Networks and Machine Learning – ICANN 2018
    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 139 full and 28 short papers as well as 41 full poster papers and 41 short poster 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/10.1007/978-3-030-01421-6
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-030-01420-9
  • Online ISBN 978-3-030-01421-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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