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  • Conference proceedings
  • © 2021

Knowledge Management and Acquisition for Intelligent Systems

17th Pacific Rim Knowledge Acquisition Workshop, PKAW 2020, Yokohama, Japan, January 7–8, 2021, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 12280)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Conference series link(s): PKAW: Pacific Rim Knowledge Acquisition Workshop

Conference proceedings info: PKAW 2021.

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  • ISBN: 978-3-030-69886-7
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Table of contents (15 papers)

  1. Front Matter

    Pages i-x
  2. Accelerating the Backpropagation Algorithm by Using NMF-Based Method on Deep Neural Networks

    • Suhyeon Baek, Akira Imakura, Tetsuya Sakurai, Ichiro Kataoka
    Pages 1-13
  3. ERA: Extracting Planning Macro-Operators from Adjacent and Non-adjacent Sequences

    • Sandra Castellanos-Paez, Romain Rombourg, Philippe Lalanda
    Pages 30-45
  4. Deep Neural Network Incorporating CNN and MF for Item-Based Fashion Recommendation

    • Taku Ito, Issei Nakamura, Shigeki Tanaka, Toshiki Sakai, Takeshi Kato, Yusuke Fukazawa et al.
    Pages 46-57
  5. C-LIME: A Consistency-Oriented LIME for Time-Series Health-Risk Predictions

    • Taku Ito, Keiichi Ochiai, Yusuke Fukazawa
    Pages 58-69
  6. Discriminant Knowledge Extraction from Electrocardiograms for Automated Diagnosis of Myocardial Infarction

    • Girmaw Abebe Tadesse, Komminist Weldemariam, Hamza Javed, Yong Liu, Jin Liu, Jiyan Chen et al.
    Pages 70-82
  7. Stabilizing the Predictive Performance for Ear Emergence in Rice Crops Across Cropping Regions

    • Yasuhiro Iuchi, Hiroshi Uehara, Yusuke Fukazawa, Yoshihiro Kaneta
    Pages 83-97
  8. Attributed Heterogeneous Network Embedding for Link Prediction

    • Tingting Wang, Weiwei Yuan, Donghai Guan
    Pages 106-119
  9. Automatic Generation and Classification of Malicious FQDN

    • Kenichi Yoshida, Kazunori Fujiwara, Akira Sato, Shuji Sannomiya
    Pages 120-129
  10. Challenge Closed-Book Science Exam: A Meta-Learning Based Question Answering System

    • Xinyue Zheng, Peng Wang, Qigang Wang, Zhongchao Shi
    Pages 138-151
  11. Automated Concern Exploration in Pandemic Situations - COVID-19 as a Use Case

    • Jingli Shi, Weihua Li, Yi Yang, Naimeng Yao, Quan Bai, Sira Yongchareon et al.
    Pages 178-185
  12. Back Matter

    Pages 187-187

Other Volumes

  1. Knowledge Management and Acquisition for Intelligent Systems

About this book

This book constitutes the proceedings of the 17th International Workshop on Knowledge Management and Acquisition for Intelligent Systems, PKAW 2020, held in Yokohama, Japan, in January 2021.

The 10 full papers and 5 short papers included in this volume were carefully reviewed and selected from 28 initial submissions. PKAW primarily focuses on the multidisciplinary approach of the human-driven and data-driven knowledge acquisition, which is the key concept that has remained unchanged since the workshop has been established.

Keywords

  • artificial intelligence
  • communication systems
  • computer networks
  • computer science
  • computer security
  • databases
  • education
  • engineering
  • information retrieval
  • linguistics
  • machine learning
  • mathematics
  • Natural Language Processing (NLP)
  • natural languages
  • neural networks
  • recommender systems
  • semantics
  • signal processing
  • telecommunication systems
  • wireless telecommunication systems

Editors and Affiliations

  • Akita Prefectural University, Akita, Japan

    Hiroshi Uehara, Takayasu Yamaguchi

  • University of Tasmania, Sandy Bay, Australia

    Quan Bai

Bibliographic Information

Buying options

eBook USD 59.99
Price excludes VAT (USA)
  • ISBN: 978-3-030-69886-7
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 74.99
Price excludes VAT (USA)