Skip to main content
SpringerLink
Log in

Intelligent Computing and Block Chain

First BenchCouncil International Federated Conferences, FICC 2020, Qingdao, China, October 30 – November 3, 2020, Revised Selected Papers

  • Conference proceedings
  • © 2021

Overview

Editors:
  1. Wanling Gao

    1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Kai Hwang

    1. The Chinese University of Hong Kong, Shenzhen, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  3. Changyun Wang 

    1. Renmin University of China, Beijing, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  4. Weiping Li

    1. Oklahoma State University, Stillwater, USA

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  5. Zhigang Qiu

    1. Renmin University of China, Beijing, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  6. Lei Wang

    1. Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  7. Aoying Zhou

    1. East China Normal University, Shanghai, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  8. Weining Qian

    1. East China Normal University, Shanghai, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  9. Cheqing Jin

    1. East China Normal University, Shanghai, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  10. Zhifei Zhang

    1. Capital Medical University, Beijing, China

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1385)

Included in the following conference series:

Conference proceedings info: FICC 2020.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
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

Licence this eBook for your library

Institutional subscriptions

Table of contents (38 papers)

  1. Front Matter

    Pages i-xvi
    Download chapter PDF

  2. AI and Medical Technology

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. BLU-GAN: Bi-directional ConvLSTM U-Net with Generative Adversarial Training for Retinal Vessel Segmentation

      • Li Lin, Jiewei Wu, Pujin Cheng, Kai Wang, Xiaoying Tang
      Pages 3-13

    3. Choroidal Neovascularization Segmentation Based on 3D CNN with Cross Convolution Module

      • Xiwei Zhang, Mingchao Li, Yuhan Zhang, Songtao Yuan, Qiang Chen
      Pages 14-21

    4. Task-Free Recovery and Spatial Characterization of a Globally Synchronized Network from Resting-State EEG

      • Akaysha C. Tang, Adam John Privitera, Yunqing Hua, Renee Fung
      Pages 22-38

    5. PRU-net: An U-net Model with Pyramid Pooling and Residual Block for WMH Segmentation

      • Xin Zhao, Xin Wang, Hong Kai Wang
      Pages 39-49

    6. Two-Way Perceived Color Difference Saliency Algorithm for Image Segmentation of Port Wine Stains

      • Wenrui Kang, Xu Wang, Jixia Zhang, Xiaoming Hu, Qin Li
      Pages 50-60

    7. A New Pathway to Explore Reliable Biomarkers by Detecting Typical Patients with Mental Disorders

      • Ying Xing, Yuhui Du
      Pages 61-72

    8. Activities Prediction of Drug Molecules by Using Automated Model Building with Descriptor Selection

      • Yue Liu, Wenjie Tian, Hao Zhang
      Pages 73-84

    9. Survival Prediction of Glioma Tumors Using Feature Selection and Linear Regression

      • Jiewei Wu, Yue Zhang, Weikai Huang, Li Lin, Kai Wang, Xiaoying Tang
      Pages 85-92

  3. AI and Big Data

    1. Front Matter

      Pages 93-93
      Download chapter PDF

    2. Root Cause Localization from Performance Monitoring Metrics Data with Multidimensional Attributes

      • Bo Zhou, Ping Zhang, Runlin Zhou
      Pages 95-106

    3. A Performance Benchmark for Stream Data Storage Systems

      • Siqi Kang, Guangzhong Yao, Sijie Guo, Jin Xiong
      Pages 107-122

    4. Failure Characterization Based on LSTM Networks for Bluegene/L System Logs

      • Rui Ren, JieChao Cheng, Hao Shi, Lei Lei, Wuming Zhou, Guofeng Wang et al.
      Pages 123-133

    5. Traffic Crowd Congested Scene Recognition Based on Dilated Convolution Network

      • Xinlei Wei, Yingji Liu, Wei Zhou, Haiying Xia, Daxin Tian, Ruifen Cheng
      Pages 134-146

    6. Failure Prediction for Large-Scale Clusters Logs via Mining Frequent Patterns

      • Rui Ren, Jinheng Li, Yan Yin, Shuai Tian
      Pages 147-165

    7. FLBench: A Benchmark Suite for Federated Learning

      • Yuan Liang, Yange Guo, Yanxia Gong, Chunjie Luo, Jianfeng Zhan, Yunyou Huang
      Pages 166-176

    8. Fake News Detection Using Knowledge Vector

      • Hansen He, Guozi Sun, Qiumei Yu, Huakang Li
      Pages 177-189

    9. A Reconfigurable Electrical Circuit Auto-Processing Method for Direct Electromagnetic Inversion

      • Jun Lu
      Pages 190-203

    10. Implementing Natural Language Processes to Natural Language Programming

      • Yi Zhang, Xu Zhu, Weiping Li
      Pages 204-215
Back to top

Other volumes

  1. Intelligent Computing and Block Chain

Keywords

About this book

This book constitutes the refereed post-conference proceedings of the Second BenchCouncil International Federated Intelligent Computing and Block Chain Conferences, FICC 2020, held in Qingdao, China, in October/ November 2020.

The 32 full papers and 6 short papers presented were carefully reviewed and selected from 103 submissions. The papers of this volume are organized in topical sections on AI and medical technology; AI and big data; AI and block chain; AI and education technology; and AI and financial technology.

Editors and Affiliations

  • Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China

    Wanling Gao, Lei Wang

  • The Chinese University of Hong Kong, Shenzhen, China

    Kai Hwang

  • Renmin University of China, Beijing, China

    Changyun Wang , Zhigang Qiu

  • Oklahoma State University, Stillwater, USA

    Weiping Li

  • East China Normal University, Shanghai, China

    Aoying Zhou, Weining Qian, Cheqing Jin

  • Capital Medical University, Beijing, China

    Zhifei Zhang

Bibliographic Information

  • Book Title: Intelligent Computing and Block Chain

  • Book Subtitle: First BenchCouncil International Federated Conferences, FICC 2020, Qingdao, China, October 30 – November 3, 2020, Revised Selected Papers

  • Editors: Wanling Gao, Kai Hwang, Changyun Wang , Weiping Li, Zhigang Qiu, Lei Wang, Aoying Zhou, Weining Qian, Cheqing Jin, … Zhifei Zhang

  • Series Title: Communications in Computer and Information Science

  • DOI: https://doi.org/10.1007/978-981-16-1160-5

  • Publisher: Springer Singapore

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Singapore Pte Ltd. 2021

  • Softcover ISBN: 978-981-16-1159-9Published: 11 March 2021

  • eBook ISBN: 978-981-16-1160-5Published: 10 March 2021

  • Series ISSN: 1865-0929

  • Series E-ISSN: 1865-0937

  • Edition Number: 1

  • Number of Pages: XVI, 508

  • Number of Illustrations: 56 b/w illustrations, 140 illustrations in colour

  • Topics: Artificial Intelligence, Professional Computing, Information Systems and Communication Service, Machine Learning

Publish with us

Policies and ethics

Back to top

Search

Navigation