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  • Conference proceedings
  • © 2018

Genetic and Evolutionary Computing

Proceedings of the Eleventh International Conference on Genetic and Evolutionary Computing, November 6-8, 2017, Kaohsiung, Taiwan

  • Highlights the latest research presented at the 11th International Conference on Genetic and Evolutionary Computing (ICGEC 2017)
  • Presents novel methods in areas including swarm intelligence, artificial intelligence, information hiding, and data mining techniques
  • Offers a valuable resource for realistic applications in the respective areas
  • Includes supplementary material: sn.pub/extras

Conference proceedings info: ICGEC 2017.

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Table of contents (24 papers)

  1. Front Matter

    Pages i-xiii
  2. Evolutionary Computation

    1. Front Matter

      Pages 1-1
    2. Freeway Travel Time Prediction by Using the GA-Based Hammerstein Recurrent Neural Network

      • Ru-Kam Lee, Yi-Che Yang, Jun-Hong Chen, Yi-Chung Chen
      Pages 12-19
  3. Data Mining and Its Applications

    1. Front Matter

      Pages 35-35
    2. Mining Erasable Itemsets Using Bitmap Representation

      • Wei-Ming Huang, Tzung-Pei Hong, Guo-Cheng Lan, Ming-Chao Chiang, Jerry Chun-Wei Lin
      Pages 37-43
    3. A New Conceptual Model for Big Data Analysis

      • Thi Thi Zin, Pyke Tin, Hiromitsu Hama
      Pages 52-58
    4. An Hybrid Multi-Core/GPU-Based Mimetic Algorithm for Big Association Rule Mining

      • Youcef Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin
      Pages 59-65
    5. Updating the Discovered High Average-Utility Patterns with Transaction Insertion

      • Tsu-Yang Wu, Jerry Chun-Wei Lin, Yinan Shao, Philippe Fournier-Viger, Tzung-Pei Hong
      Pages 66-73
  4. Image and Multimedia Processing

    1. Front Matter

      Pages 75-75
    2. Applying Image Processing Technology to Region Area Estimation

      • Yi-Nung Chung, Yun-Jhong Hu, Xian-Zhi Tsai, Chao-Hsing Hsu, Chien-Wen Lai
      Pages 77-83
    3. VQ Compression Enhancer with Huffman Coding

      • Chin-Feng Lee, Chin-Chen Chang, Qun-Feng Zeng
      Pages 101-108
    4. Adaptive Steganography Method Based on Two Tiers Pixel Value Differencing

      • Chi-Yao Weng, Yen-Chia Huang, Chin-Feng Lee, Dong-Peng Lin
      Pages 109-117
  5. Intelligent Systems

    1. Front Matter

      Pages 119-119
    2. A House Price Prediction for Integrated Web Service System of Taiwan Districts

      • Chia-Chen Fan, Shyan-Ming Yuan, Xuebai Zhang, Yu-Chuan Lin
      Pages 121-127

Other Volumes

  1. Genetic and Evolutionary Computing

About this book

This volume of Advances in Intelligent Systems and Computing highlights papers presented at the 11th International Conference on Genetic and Evolutionary Computing (ICGEC 2017). Held from 6 to 8 November 2017 in Kaohsiung, Taiwan, the conference was co-sponsored by Springer, Fujian University of Technology in China, National University of Kaohsiung, Harbin Institute of Technology, National Kaohsiung University of Applied Sciences, and VÅ B -Technical University of Ostrava. The conference was intended as an international forum for researchers and professionals engaged in all areas of genetic computing, intelligent computing, evolutionary and grid computing.

Editors and Affiliations

  • School of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China

    Jerry Chun-Wei Lin, Chien-Ming Chen

  • Fujian Provincial Key Laboratory of Big Data Mining and Applications, Fujian University of Technology, Fuzhou, China

    Jeng-Shyang Pan

  • School of Computer Science, Engineering and Mathematics, Flinders University, Bedford Park, Australia

    Shu-Chuan Chu

About the editors

Prof. Jerry Chun-Wei Lin currently works as Associate Professor at School of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China. He received his Ph.D. degree from National Cheng Kung University, Tainan, Taiwan in 2010. He has published more than 180 research papers in academic journals (71 SCI journals) and international conferences. Prof. Lin is currently Editorial Board member of journal Intelligent Data Analysis and Editor-in-Chief of journal Data Science and Pattern Recognition. The research fields of Prof. Lin's Intelligent Knowledge Engineering Lab incl


ude data mining, machine learning, artificial intelligence, social computing, multimedia and image processing, and privacy-preserving and security technologies.

Prof. Jeng-Shyang Pan is currently professor and dean of School of Information Science and Engineering, Fujian University of Technology, Fuzhou, China. He received the B.

S. degree in Electronic Engineering from the National Taiwan University of Science and Technology in 1986, the M.S. degree in Communication Engineering from the National Chiao Tung University, Taiwan in 1988, and the Ph.D. degree in Electrical Engineering from the University of Edinburgh, U.K. in 1996. He is Fellow of The Institution of Engineering and Technology (IET), UK. In 2012, Prof. Pan was named in "National 1000-Talent Plan" in China. His current research interests include soft computing, information security, big data mining and signal processing. Prof. Pan has published more than 500 research papers in academic journals and conferences with h-index of 39. He is the founding Editor-in-Chief of Journal of Information Hiding and Multimedia Signal Processing and International Journal of Innovative Computing, Information and Control.

Dr. Shu-Chuan Chu is currently research fellow at Flinders University, Bedford Park, Austratlia. She received her Ph.D.

degree from School of Informatics and Engineering, Flinders University in 2004.

Prof. Chien-Ming Chen currently works as Assistant Professor at School of Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen, China. He received D.E. in Computer Science from National Tsinghua university, Taiwan in 2010. His research interest includes network security, wireless sensor networks and internet of things.

Bibliographic Information

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
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