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  • Conference proceedings
  • © 2016

Neural Information Processing

23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16–21, 2016, Proceedings, Part II

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9948)

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

Conference series link(s): ICONIP: International Conference on Neural Information Processing

Conference proceedings info: ICONIP 2016.

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Table of contents (81 papers)

  1. Front Matter

    Pages I-XIX
  2. Machine Learning

    1. Front Matter

      Pages 1-1
    2. Non-parametric e-mixture of Density Functions

      • Hideitsu Hino, Ken Takano, Shotaro Akaho, Noboru Murata
      Pages 3-10
    3. An Entropy Estimator Based on Polynomial Regression with Poisson Error Structure

      • Hideitsu Hino, Shotaro Akaho, Noboru Murata
      Pages 11-19
    4. A Theoretical Analysis of Semi-supervised Learning

      • Takashi Fujii, Hidetaka Ito, Seiji Miyoshi
      Pages 28-36
    5. Evolutionary Multi-task Learning for Modular Training of Feedforward Neural Networks

      • Rohitash Chandra, Abhishek Gupta, Yew-Soon Ong, Chi-Keong Goh
      Pages 37-46
    6. Group Dropout Inspired by Ensemble Learning

      • Kazuyuki Hara, Daisuke Saitoh, Takumi Kondou, Satoshi Suzuki, Hayaru Shouno
      Pages 66-73
    7. Audio Generation from Scene Considering Its Emotion Aspect

      • Gwenaelle Cunha Sergio, Minho Lee
      Pages 74-81
    8. Semi Supervised Autoencoder

      • Anupriya Gogna, Angshul Majumdar
      Pages 82-89
    9. Face Hallucination Using Correlative Residue Compensation in a Modified Feature Space

      • Javaria Ikram, Yao Lu, Jianwu Li, Nie Hui
      Pages 98-107
    10. Modal Regression via Direct Log-Density Derivative Estimation

      • Hiroaki Sasaki, Yurina Ono, Masashi Sugiyama
      Pages 108-116
    11. Simplicial Nonnegative Matrix Tri-factorization: Fast Guaranteed Parallel Algorithm

      • Duy-Khuong Nguyen, Quoc Tran-Dinh, Tu-Bao Ho
      Pages 117-125
    12. Active Consensus-Based Semi-supervised Growing Neural Gas

      • Vinícius R. Máximo, Mariá C. V. Nascimento, Fabricio A. Breve, Marcos G. Quiles
      Pages 126-135
    13. Nuclear Norm Regularized Randomized Neural Network

      • Anupriya Gogna, Angshul Majumdar
      Pages 144-151

About this book

The four volume set LNCS 9947, LNCS 9948, LNCS 9949, and LNCS 9950 constitues the proceedings of the 23rd International Conference on Neural Information Processing, ICONIP 2016, held in Kyoto, Japan, in October 2016. The 296 full papers presented were carefully reviewed and selected from 431 submissions. The 4 volumes are organized in topical sections on deep and reinforcement learning; big data analysis; neural data analysis; robotics and control; bio-inspired/energy efficient information processing; whole brain architecture; neurodynamics; bioinformatics; biomedical engineering; data mining and cybersecurity workshop; machine learning; neuromorphic hardware; sensory perception; pattern recognition; social networks; brain-machine interface; computer vision; time series analysis; data-driven approach for extracting latent features; topological and graph based clustering methods; computational intelligence; data mining; deep neural networks; computational and cognitive neurosciences;theory and algorithms.

 

Editors and Affiliations

  • The University of Tokyo, Tokyo, Japan

    Akira Hirose

  • Kobe University, Kobe, Japan

    Seiichi Ozawa

  • Okinawa Institute of Science and Technology Graduate University, Onna, Japan

    Kenji Doya

  • Nara Institute of Science and Technology, Ikoma, Japan

    Kazushi Ikeda

  • Kyungpook National University, Daegu, Korea (Republic of)

    Minho Lee

  • Chinese Academy of Sciences, Beijing, China

    Derong Liu

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
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