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Knowledge Management and Acquisition for Intelligent Systems

19th Principle and Practice of Data and Knowledge Acquisition Workshop, PKAW 2023, Jakarta, Indonesia, November 15-16, 2023, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Shiqing Wu

    1. University of Technology Sydney, Sydney, Australia

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  2. Wenli Yang

    1. University of Tasmania, Hobart, Australia

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  3. Muhammad Bilal Amin

    1. University of Tasmania, Hobart, Australia

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  4. Byeong-Ho Kang

    1. University of Tasmania, Hobart, Australia

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  5. Guandong Xu

    1. University of Technology Sydney, Sydney, Australia

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 14317)

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

Included in the following conference series:

Conference proceedings info: PKAW 2023.

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Table of contents (11 papers)

  1. Front Matter

    Pages i-x
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  2. Predicting Peak Demand Days for Asthma-Related Emergency Hospitalisations: A Machine Learning Approach

    • Rashi Bhalla, Farhaan Mirza, M. Asif Naeem, Amy Hai Yan Chan
    Pages 1-14

  3. Discovering Maximal High Utility Co-location Patterns from Spatial Data

    • Vanha Tran
    Pages 15-28

  4. Exploring the Potential of Image Overlay in Self-supervised Learning: A Study on SimSiam Networks and Strategies for Preventing Model Collapse

    • Li Xiao, Weihua Li, Quan Bai, Minh Nguyen
    Pages 29-42

  5. BoCB: Performance Benchmarking by Analysing Impacts of Cloud Platforms on Consortium Blockchain

    • Zhiqiang Huang, Saurabh Garg, Wenli Yang, Ankur Lohachab, Muhammad Bilal Amin, Byeong-Ho Kang
    Pages 43-57

  6. Automated Cattle Behavior Classification Using Wearable Sensors and Machine Learning Approach

    • Niken Prasasti Martono, Rie Sawado, Itoko Nonaka, Fuminori Terada, Hayato Ohwada
    Pages 58-69

  7. LexiFusedNet: A Unified Approach for Imbalanced Short-Text Classification Using Lexicon-Based Feature Extraction, Transfer Learning and One Class Classifiers

    • Saugata Bose, Guoxin Su
    Pages 70-82

  8. Information Gerrymandering in Elections

    • Xiaoxue Liu, Shohei Kato, Fenghui Ren, Guoxin Su, Minjie Zhang, Wen Gu
    Pages 83-97

  9. An Assessment of the Influence of Interaction and Recommendation Approaches on the Formation of Information Filter Bubbles

    • Zihan Yuan, Weihua Li, Quan Bai
    Pages 98-110

  10. Blockchain as a Collaborative Technology - Case Studies in the Real Estate Sector in Vietnam

    • Kha Nguyen Hoang, Trong Nguyen Duong Phu, Triet Nguyen Minh, Huong Hoang Luong, Khoa Tran Dang, Khiem Huynh et al.
    Pages 111-123

  11. Indonesian Forest Fire Data Clustering Using Spatiotemporal Data Using Grid Density-Based Clustering Algorithm

    • Devi Fitrianah, Hisyam Fahmi, Ade Putera Kemala, Muhammad Edo Syahputra
    Pages 124-133

  12. Balanced Graph Structure Information for Brain Disease Detection

    • Falih Gozi Febrinanto, Mujie Liu, Feng Xia
    Pages 134-143

  13. Back Matter

    Pages 145-146
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  1. Knowledge Management and Acquisition for Intelligent Systems

Keywords

About this book

This book constitutes the refereed proceedings of the 19th Principle and Practice of Data and Knowledge Acquisition Workshop, PKAW 2023, held in conjunction with the 20th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2023), in November 2023, in Jakarta, Indonesia.

The 9 full papers and 2 short papers included in this volume were carefully reviewed and selected from 28 initial submissions. They are organized in the topical section such as machine learning, natural language processing, and intelligent systems.

Editors and Affiliations

  • University of Technology Sydney, Sydney, Australia

    Shiqing Wu, Guandong Xu

  • University of Tasmania, Hobart, Australia

    Wenli Yang, Muhammad Bilal Amin, Byeong-Ho Kang

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