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Intelligence Science and Big Data Engineering

7th International Conference, IScIDE 2017, Dalian, China, September 22-23, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Yi Sun

    1. Dalian University of Technology, Dalian, China

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  2. Huchuan Lu

    1. Dalian University of Technology, Dalian, China

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  3. Lihe Zhang

    1. Dalian University of Technology, Dalian, China

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  4. Jian Yang

    1. Nanjing University of Science and Technology, Nanjing, China

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  5. Hua Huang

    1. Beijing Institute of Technology, Beijing, China

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10559)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: IScIDE 2017.

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Table of contents (61 papers)

  1. Front Matter

    Pages I-XVI
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  2. Statistics and Learning

    1. Front Matter

      Pages 1-1
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    2. The Microphone Array Arrangement Method for High Order Ambisonics Recordings

      • Shan Gao, Xihong Wu, Tianshu Qu
      Pages 3-10

    3. Learning an Alternating Bergman Network for Non-convex and Non-smooth Optimization Problems

      • Yiyang Wang, Risheng Liu, Zhixun Su
      Pages 11-27

    4. Sparse Multimodal Gaussian Processes

      • Qiuyang Liu, Shiliang Sun
      Pages 28-40

    5. Document Analysis Based on Multi-view Intact Space Learning with Manifold Regularization

      • Zengrong Zhan, Zhengming Ma
      Pages 41-51

    6. Blind Image Quality Assessment: Using Statistics of Color Descriptors in the DCT Domain

      • Bingjie Lin, Wen Lu, Lihuo He, Xinbo Gao
      Pages 52-63

    7. Location Dependent Dirichlet Processes

      • Shiliang Sun, John Paisley, Qiuyang Liu
      Pages 64-76

    8. Frequency Recognition Based on Optimized Power Spectral Density Analysis for SSSEP-Based BCIs

      • Xing Han, Yadong Liu, Yang Yu, Zongtan Zhou
      Pages 77-87

    9. A Hybrid Particle Swarm Optimization Algorithm Based on Migration Mechanism

      • Ning Lai, Fei Han
      Pages 88-100

    10. A Hybrid Multi-swarm PSO Algorithm Based on Shuffled Frog Leaping Algorithm

      • Hongfei Bao, Fei Han
      Pages 101-112

    11. Similarity Degree for Multi-Attribute Decision Making with Incomplete Dual Hesitant Fuzzy Sets

      • Xin Liu, Yuanyuan Shi, Li Zou, Siyuan Luo
      Pages 113-122

    12. A Unified Confidence Measure Framework Using Auxiliary Normalization Graph

      • Zhehuai Chen, Yanmin Qian, Kai Yu
      Pages 123-133

    13. Decentralized Pinning Synchronization of Colored Time-Delayed Networks via Decentralized Pinning Periodically Intermittent Control

      • Guoliang Cai, Wenjun Shi, Yuxiu Li, Zhiyin Zhang, Gaihong Feng
      Pages 134-143

  3. Deep Neural Networks

    1. Front Matter

      Pages 145-145
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    2. Image Fusion Using Pulse Coupled Neural Network and CNN

      • Weiwei Kong, Wenzhun Huang, Yang Lei
      Pages 147-160

    3. CNN-Based Age Classification via Transfer Learning

      • Jian Lin, Tianyue Zheng, Yanbing Liao, Weihong Deng
      Pages 161-168

    4. Deep Attentive Structured Language Model Based on LSTM

      • Di Cao, Kai Yu
      Pages 169-180

    5. Classification of Motor Imagery EEG Signals with Deep Learning Models

      • Yurun Shen, Hongtao Lu, Jie Jia
      Pages 181-190

    6. Jointly Using Deep Model Learned Features and Traditional Visual Features in a Stacked SVM for Medical Subfigure Classification

      • Hongyu Wang, Jianpeng Zhang, Yong Xia
      Pages 191-199
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  1. Intelligence Science and Big Data Engineering

Keywords

About this book

This book constitutes the proceedings of the 7th International Conference on Intelligence Science and Big Data Engineering, IScIDE 2017, held in Dalian, China, in September 2017.The  48 full papers and 14 short papers presented in this volume were carefully reviewed and selected from 121 submissions. They deal with statistics and learning; deep neural networks; faces and people; objects; classification and clustering; imaging; biomedical signal processing; and recommendation.

Editors and Affiliations

  • Dalian University of Technology, Dalian, China

    Yi Sun, Huchuan Lu, Lihe Zhang

  • Nanjing University of Science and Technology, Nanjing, China

    Jian Yang

  • Beijing Institute of Technology, Beijing, China

    Hua Huang

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