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Artificial Neural Networks and Machine Learning – ICANN 2017

26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10614)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Conference series link(s): ICANN: International Conference on Artificial Neural Networks

Conference proceedings info: ICANN 2017.

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Table of contents (81 papers)

  1. Front Matter

    Pages I-XXXI
  2. Convolutional Neural Networks

    1. Front Matter

      Pages 1-1
    2. Spiking Convolutional Deep Belief Networks

      • Jacques Kaiser, David Zimmerer, J. Camilo Vasquez Tieck, Stefan Ulbrich, Arne Roennau, Rüdiger Dillmann
      Pages 3-11
    3. Convolutional Neural Network for Pixel-Wise Skyline Detection

      • Darian Frajberg, Piero Fraternali, Rocio Nahime Torres
      Pages 12-20
    4. Reducing Overfitting in Deep Convolutional Neural Networks Using Redundancy Regularizer

      • Bingzhe Wu, Zhichao Liu, Zhihang Yuan, Guangyu Sun, Charles Wu
      Pages 49-55
    5. Parallel Implementation of a Bug Report Assignment Recommender Using Deep Learning

      • Adrian-Cătălin Florea, John Anvik, Răzvan Andonie
      Pages 64-71
    6. A Deep Learning Approach to Detect Distracted Drivers Using a Mobile Phone

      • Renato Torres, Orlando Ohashi, Eduardo Carvalho, Gustavo Pessin
      Pages 72-79
    7. A Multi-level Weighted Representation for Person Re-identification

      • Xianglai Meng, Biao Leng, Guanglu Song
      Pages 80-88
  3. Games and Strategy

    1. Front Matter

      Pages 89-89
    2. DeepAPT: Nation-State APT Attribution Using End-to-End Deep Neural Networks

      • Ishai Rosenberg, Guillaume Sicard, Eli (Omid) David
      Pages 91-99
    3. Estimation of the Change of Agents Behavior Strategy Using State-Action History

      • Shihori Uchida, Sigeyuki Oba, Shin Ishii
      Pages 100-107
  4. Boltzmann Machines and Phase Transitions

    1. Front Matter

      Pages 109-109
    2. Generalising the Discriminative Restricted Boltzmann Machines

      • Srikanth Cherla, Son N. Tran, Artur d’Avila Garcez, Tillman Weyde
      Pages 111-119
    3. Extracting M of N Rules from Restricted Boltzmann Machines

      • Simon Odense, Artur d’Avila Garcez
      Pages 120-127
    4. Generalized Entropy Cost Function in Neural Networks

      • Krzysztof Gajowniczek, Leszek J. Chmielewski, Arkadiusz Orłowski, Tomasz Ząbkowski
      Pages 128-136
    5. Learning from Noisy Label Distributions

      • Yuya Yoshikawa
      Pages 137-145

Other Volumes

  1. Artificial Neural Networks and Machine Learning – ICANN 2017

About this book

The two volume set, LNCS 10613 and 10614, constitutes the proceedings of then 26th International Conference on Artificial Neural Networks, ICANN 2017, held in Alghero, Italy, in September 2017.

 

The 128 full papers included in this volume were carefully reviewed and selected from 270 submissions. They were organized in topical sections named: From Perception to Action; From Neurons to Networks; Brain Imaging; Recurrent Neural Networks; Neuromorphic Hardware; Brain Topology and Dynamics; Neural Networks Meet Natural and Environmental Sciences; Convolutional Neural Networks; Games and Strategy; Representation and Classification; Clustering; Learning from Data Streams and Time Series; Image Processing and Medical Applications; Advances in Machine Learning.
There are 63 short paper abstracts that are included in the back matter of the volume.

Editors and Affiliations

  • University of Lausanne, Lausanne, Switzerland

    Alessandra Lintas, Alessandro E.P. Villa

  • University of Genoa, Genoa, Italy

    Stefano Rovetta

  • Universitat Pompeu Fabra, Barcelona, Spain

    Paul F.M.J. Verschure

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access