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Artificial Intelligence

First CCF International Conference, ICAI 2018, Jinan, China, August 9-10, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Zhi-Hua Zhou

    1. Nanjing University, Nanjing, China

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  2. Qiang Yang

    1. Hong Kong University of Science and Technology, Hong Kong SAR, China

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  3. Yang Gao

    1. Nanjing University, Nanjing, China

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  4. Yu Zheng

    1. JD Finance, Beijing, China

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 888)

Included in the following conference series:

Conference proceedings info: ICAI 2018.

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Table of contents (17 papers)

  1. Front Matter

    Pages I-XII
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  2. Unsupervised Learning

    1. Front Matter

      Pages 1-1
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    2. An Improved DBSCAN Algorithm Using Local Parameters

      • Kejing Diao, Yongquan Liang, Jiancong Fan
      Pages 3-12

    3. Unsupervised Maximum Margin Incomplete Multi-view Clustering

      • Hong Tao, Chenping Hou, Dongyun Yi, Jubo Zhu
      Pages 13-25

    4. Multi-view K-Means Clustering with Bregman Divergences

      • Yan Wu, Liang Du, Honghong Cheng
      Pages 26-38

  3. Graph-Based and Semi-supervised Learning

    1. Front Matter

      Pages 39-39
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    2. Learning Safe Graph Construction from Multiple Graphs

      • De-Ming Liang, Yu-Feng Li
      Pages 41-54

    3. LSH-Based Graph Partitioning Algorithm

      • Weidong Zhang, Mingyue Zhang
      Pages 55-68

    4. Graph Regularized Discriminative Joint Concept Factorization for Data Representation

      • Xianzhong Long, Cheng Cheng
      Pages 69-83

    5. Influence Maximization Node Mining with Trust Propagation Mechanism

      • Hui Zhang, DongZhi Wang, ChunMing Yang, XuJian Zhao, Bo Li, Fei Yuan
      Pages 84-97

    6. Semi-supervised Classification of Concept Drift Data Stream Based on Local Component Replacement

      • Keke Qin, Yimin Wen
      Pages 98-112

  4. Neural Networks and Deep Learning

    1. Front Matter

      Pages 113-113
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    2. A Fast and Accurate 3D Fine-Tuning Convolutional Neural Network for Alzheimer’s Disease Diagnosis

      • Hao Tang, Erlin Yao, Guangming Tan, Xiuhua Guo
      Pages 115-126

    3. Automatic Cloud Detection Based on Deep Learning from AVHRR Data

      • Meng Qiu, Haoyu Yin, Qiang Chen, Yingjian Liu
      Pages 127-138

    4. RBF Networks with Dynamic Barycenter Averaging Kernel for Time Series Classification

      • Hongyang Qin, Lifeng Shen, Chijun Sima, Qianli Ma
      Pages 139-152

  5. Planning and Optimization

    1. Front Matter

      Pages 153-153
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    2. Landmark-Biased Random Walk for Deterministic Planning

      • Wei Wei, Chuang Li, Wei Liu, Dantong Ouyang
      Pages 155-165

    3. Gaussian Cauchy Differential Evolution for Global Optimization

      • Qingke Zhang, Huaxiang Zhang, Bo Yang, Yupeng Hu
      Pages 166-182

  6. AI Applications

    1. Front Matter

      Pages 183-183
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    2. Improved Nearest Neighbor Distance Ratio for Matching Local Image Descriptors

      • Han Yan, Guohua Lv, Xiaoqiang Ren, Xiangjun Dong
      Pages 185-197
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  1. Artificial Intelligence

Keywords

About this book

This book constitutes the refereed proceedings of the First CCF International Conference on Artificial Intelligence, CCF-ICAI 2018, held in Jinan, China in August, 2018. The 17 papers presented were carefully reviewed and selected from 82 submissions. The papers are organized in topical sections on unsupervised learning, graph-based and semi-supervised learning, neural networks and deep learning, planning and optimization, AI applications.

Editors and Affiliations

  • Nanjing University, Nanjing, China

    Zhi-Hua Zhou, Yang Gao

  • Hong Kong University of Science and Technology, Hong Kong SAR, China

    Qiang Yang

  • JD Finance, Beijing, China

    Yu Zheng

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