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Intelligent Computation in Big Data Era

International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2015, Harbin, China, January 10-12, 2015. Proceedings

  • Hongzhi Wang
  • Haoliang Qi
  • Wanxiang Che
  • Zhaowen Qiu
  • Leilei Kong
  • Zhongyuan Han
  • Junyu Lin
  • Zeguang Lu

Part of the Communications in Computer and Information Science book series (CCIS, volume 503)

Table of contents

  1. Front Matter
  2. Big Data Theory

    1. Guangsheng Feng, Junyu Lin, Huiqiang Wang, Xiaoyu Zhao, Hongwu Lv, Qiao Zhao
      Pages 8-15
    2. Huiqiang Wang, Xiuxiu Wen, Junyu Lin, Guangsheng Feng, Hongwu Lv
      Pages 16-22
    3. Gentian Li, Youxiang Duan, Qifeng Sun
      Pages 23-30
    4. Yue Wang, Hongzhi Wang, Chen Ye, Hong Gao
      Pages 38-47
    5. Jinbao Wang, Donghua Yang
      Pages 48-55
    6. Xiaoqin Xie, Yijia Li, Zhiqiang Zhang, Shuai Han, Haiwei Pan
      Pages 56-64
    7. Shiying Xia, Yu Mao, Minsheng Tan, Weipeng Jing
      Pages 65-72
    8. Linlin Ding, Siping Liu, Yu Liu, Aili Liu, Baoyan Song
      Pages 73-80
    9. Liang Junjie, Liu Qiongni, Yin Li, Yu Dunhui
      Pages 93-100
    10. Sun Yanbin, Zhang Yu, Zhang Hongli, Fang Binxing, Shi Jiantao
      Pages 101-108
    11. Jia Li, Changjian Wang, Dongsheng Li, Zhen Huang
      Pages 109-116
    12. Zhengyang Du, Wenqiang Zhang, Jinxian Qin, Hong Lu, Zhong Chen, Xidian Zheng
      Pages 117-127
    13. Qiqi Shi, Hongzhi Wang, Dong Li, Xinfei Shi, Chen Ye, Hong Gao
      Pages 128-136
    14. Zhiqiang Ma, Achuan Wang, Jifeng Guo
      Pages 137-143
    15. Guo Jifeng, Ma Yan, Ma Zhiqiang, Li He, Yu Haoliang
      Pages 144-150
    16. Zhenhua Wang, Qingsong Ding, Fuxiang Gao, Derong Shen, Ge Yu
      Pages 151-158
  3. Unstructured Big Data Processing

    1. Yu He, Da Pan, Guohong Fu
      Pages 159-168
    2. Zhenhua Huang, Zhenrong Zhao, Qiong Liu, Zhenyu Wang
      Pages 169-176
    3. Xin Zhang, Jiaying Song, Yu He, Guohong Fu
      Pages 177-187
    4. Zhaowen Qiu, Haiyan Chen, Haiyi Zhang
      Pages 188-195
    5. Xingmei Wang, Guangyu Liu, Lin Li, Shouxuan Jiang
      Pages 196-203
    6. Ling Yang, Zhijun Li, Shouxu Jiang
      Pages 204-211
    7. Yu Lin-Sen, Liu Yong-Mei, Sun Guang-Lu, Li Peng
      Pages 212-219
    8. TianChi Zhang, Jing Zhang, JianPei Zhang, HaiWei Pan, Kathawach Satianpakiranakorn
      Pages 220-227
    9. Zhaowen Qiu, Haiyan Chen, Tingting Zhang, Yan Gao
      Pages 237-241
  4. Machine Learning for Big Data

    1. Changchun Luo, Mu Li, Hongzhi Zhang, Faqiang Wang, David Zhang, Wangmeng Zuo
      Pages 242-249
    2. Junjun Liu, Haichun Sun, Zhijun Ding
      Pages 250-257
    3. Tianlei Zang, Kai Liao, Zhongmin Sun, Zhengyou He, Qingquan Qian
      Pages 266-275
    4. Ting-ting Li, Bo Jiang, Zheng-zheng Tu, Bin Luo, Jin Tang
      Pages 276-283
    5. Yuanzhen Li, Qun Yang, Shangqi Lai, Bohan Li
      Pages 284-291
    6. Dong Li, Zhipeng Gao, Xuesong Qiu, Ran He, Yuwen Hao, Jingchen Zheng
      Pages 292-299
    7. Zhanbo He, Huiqiang Wang, Junyu Lin, Guangsheng Feng, Hongwu Lv, Yibing Hu
      Pages 300-308
    8. Lian-Dong Lin, Cheng-Jun Qiu, Xiang Yu, Peng Zhou
      Pages 309-319
    9. Huiling Yu, Jie Guo, Dongyan Shi, Guangsheng Chen, Shanshan Cui
      Pages 320-325
    10. Xing Tang, Yining Quan, Qiguang Miao, Ruihong Hou, Kai Deng
      Pages 326-333
    11. Xiang Yu, Xiandong Xu, Liandong Lin
      Pages 334-343
  5. Big Data Security

    1. Yiliang Han, Yincheng Bai, Dingyi Fang, Xiaoyuan Yang
      Pages 353-360
    2. Changli Zhou, Chunguang Ma, Songtao Yang
      Pages 361-369
  6. Education Track

    1. Hui Gao, Zhaowen Qiu, Di Wu, Liyan Gao
      Pages 370-377
    2. Zhaodong Wei, Wenjun Wu
      Pages 378-385
    3. Yanmei Li, Shaobin Huang, Junyu Lin, Ya Li
      Pages 398-406

About these proceedings

Introduction

This book constitutes the refereed proceedings of the International Conference of Young Computer Scientists, Engineers and Educators, ICYCSEE 2015, held in Harbin, China, in January 2015. The 61 revised full papers presented were carefully reviewed and selected from 200 submissions. The papers cover a wide range of topics related to intelligent computation in Big Data era, such as artificial intelligence, machine learning, algorithms, natural language processing, image processing, MapReduce, social network.

Keywords

algorithms artificial intelligence big data machine learning natural language processing

Editors and affiliations

  • Hongzhi Wang
    • 1
  • Haoliang Qi
    • 2
  • Wanxiang Che
    • 1
  • Zhaowen Qiu
    • 3
  • Leilei Kong
    • 4
  • Zhongyuan Han
    • 2
  • Junyu Lin
    • 5
  • Zeguang Lu
    • 6
  1. 1.Harbin Institute of TechnologyHarbinChina
  2. 2.School of Computer Science and TechnologyHeilongjiang Institute of TechnologyHarbinChina
  3. 3.Northeast Forestry UniversityHarbinChina
  4. 4.Heilongjiang Institute of TechnologyHarbinChina
  5. 5.Harbin Engineering UniversityChina
  6. 6.Zhongkeyunhai CompanyHarbinChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-46248-5
  • Copyright Information Springer-Verlag Berlin Heidelberg 2015
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-662-46247-8
  • Online ISBN 978-3-662-46248-5
  • Series Print ISSN 1865-0929
  • Series Online ISSN 1865-0937
  • Buy this book on publisher's site
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