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Artificial Intelligence

Second CCF International Conference, ICAI 2019, Xuzhou, China, August 22-23, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Kevin Knight

    1. USC/Information Sciences Institute, University of Southern California, Marina Del Rey, USA

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  2. Changshui Zhang

    1. Tsinghua University, Beijing, China

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  3. Geoff Holmes

    1. University of Waikato, Hamilton, New Zealand

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  4. Min-Ling Zhang

    1. Southeast University, Nanjing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1001)

Included in the following conference series:

Conference proceedings info: ICAI 2019.

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Table of contents (23 papers)

  1. Front Matter

    Pages i-xiii
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  2. Deep Learning

    1. Front Matter

      Pages 1-1
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    2. Collaborative Filtering Based on Attention Mechanism

      • Hongbin Dong, Lei Yang, Kunming Han
      Pages 3-14

    3. Sub-pixel Upsampling Decode Network for Semantic Segmentation

      • Guanhong Zhang, Muyi Sun, Xiaoguang Zhou
      Pages 15-28

    4. Tracking Algorithm Based on Dual Residual Network and Kernel Correlation Filters

      • Xiaolin Tian, Fang Li, Licheng Jiao
      Pages 29-42

    5. Image Recognition of Peanut Leaf Diseases Based on Capsule Networks

      • Mengping Dong, Shaomin Mu, Tingting Su, Wenjie Sun
      Pages 43-52

    6. Multi-scale Convolutional Neural Network for Road Extraction in Remote Sensing Imagery

      • Jun Li, Xue Gong, Yiming Zhang
      Pages 53-65

    7. TCPModel: A Short-Term Traffic Congestion Prediction Model Based on Deep Learning

      • Xiujuan Xu, Xiaobo Gao, Zhenzhen Xu, Xiaowei Zhao, Wei Pang, Hongmei Zhou
      Pages 66-79

  3. Image and Video Processing

    1. Front Matter

      Pages 81-81
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    2. 3D Level Set Method via Local Structure Similarity Factor for Automatic Neurosensory Retinal Detachment Segmentation in Retinal SD-OCT Images

      • Yue Sun, Sijie Niu, Jiwen Dong, Yuehui Chen
      Pages 83-92

    3. Real-Time Scale Adaptive Visual Tracking with Context Information and Correlation Filters

      • Yue Xu, Mengru Feng, Jiezhi Yang, Mingjie Peng, Jiatian Pi, Yong Chen
      Pages 93-105

    4. An Improved Word Spotting Method for Printed Uyghur Document Image Retrieval

      • Eksan Firkat, Askar Hamdulla, Palidan Tuerxun, Abdusalam Dawut
      Pages 106-116

    5. Video Saliency Detection Based on Eye-Movement Guided Region Matching and LDP Embedded Optical Flow

      • Zheng Yang, Bing Han, Guowei Wei, Wenliang Qiu
      Pages 117-130

    6. Performance Evaluation of Visual Object Detection for Moving Vehicle

      • Zeqi Chen, Yuehu Liu, Shaozhuo Zhai, Xinzhao Li
      Pages 131-144

  4. NLP and Recommender System

    1. Front Matter

      Pages 145-145
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    2. Large Scale Name Disambiguation Using Rule-Based Post Processing Combined with Aminer

      • Lizhi Zhang, Zhijie Ban
      Pages 147-158

    3. Hybrid Recommendation Algorithm Based on Weighted Bipartite Graph and Logistic Regression

      • Wei Song, Pengwei Shao, Peng Liu
      Pages 159-170

    4. Academic Paper Recommendation Based on Clustering and Pattern Matching

      • Jinpeng Chen, Zhijie Ban
      Pages 171-182

    5. The Methods for Reducing the Number of OOVs in Chinese-Uyghur NMT System

      • Mewlude Nijat, Askar Hamdulla, Palidan Tuerxun
      Pages 183-195

  5. Machine Learning Algorithms

    1. Front Matter

      Pages 197-197
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Other volumes

  1. Artificial Intelligence

Keywords

About this book

This book constitutes the refereed proceedings of the Second CCF International Conference on Artificial Intelligence, CCF-ICAI 2019, held in Xuzhou, China in August, 2019.

The 23 papers presented were carefully reviewed and selected from 97 submissions. The papers are organized in topical sections on ​deep learning, image and video processing, NLP and recommender system, machine learning algorithms, and AI applications.

Editors and Affiliations

  • USC/Information Sciences Institute, University of Southern California, Marina Del Rey, USA

    Kevin Knight

  • Tsinghua University, Beijing, China

    Changshui Zhang

  • University of Waikato, Hamilton, New Zealand

    Geoff Holmes

  • Southeast University, Nanjing, China

    Min-Ling Zhang

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