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PRICAI 2022: Trends in Artificial Intelligence

19th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2022, Shanghai, China, November 10–13, 2022, Proceedings, Part I

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Sankalp Khanna

    1. CSIRO Australian e-Health Research Centre, Brisbane, Australia

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  2. Jian Cao

    1. Shanghai Jiao Tong University, Shanghai, China

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  3. Quan Bai

    1. University of Tasmania, Hobart, Australia

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  4. 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 13629)

Included in the following conference series:

Conference proceedings info: PRICAI 2022.

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Table of contents (42 papers)

  1. Front Matter

    Pages i-xxix
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  2. AI Foundations/Decision Theory

    1. Front Matter

      Pages 1-1
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    2. Fair Allocation with Special Externalities

      • Shaily Mishra, Manisha Padala, Sujit Gujar
      Pages 3-16

    3. Robust Weighted Partial Maximum Satisfiability Problem: Challenge to \(\varSigma _{2}^{P}\)-Complete Problem

      • Tomoya Sugahara, Kaito Yamashita, Nathanaël Barrot, Miyuki Koshimura, Makoto Yokoo
      Pages 17-31

    4. Epistemic Logic via Distance and Similarity

      • Xiaolong Liang, Yì N. Wáng
      Pages 32-45

    5. Abstract Argumentation Goes Quantum: An Encoding to QUBO Problems

      • Marco Baioletti, Francesco Santini
      Pages 46-60

    6. Diversification of Parallel Search of Portfolio SAT Solver by Search Similarity Index

      • Yoichiro Iida, Tomohiro Sonobe, Mary Inaba
      Pages 61-74

    7. Dagster: Parallel Structured Search with Case Studies

      • Mark Alexander Burgess, Charles Gretton, Josh Milthorpe, Luke Croak, Thomas Willingham, Alwen Tiu
      Pages 75-89

    8. Faster Optimistic Online Mirror Descent for Extensive-Form Games

      • Huacong Jiang, Weiming Liu, Bin Li
      Pages 90-103

    9. Generalized 3-Valued Belief States in Conformant Planning

      • Saurabh Fadnis, Jussi Rintanen
      Pages 104-117

    10. Clustering-Based Network Inference with Submodular Maximization

      • Lulu Kong, Chao Gao, Shuang Peng
      Pages 118-131

  3. Applications of AI

    1. Front Matter

      Pages 133-133
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    2. A LiDAR Based Control Solution to Achieve High Precision in Autonomous Parking

      • Xin Xu, Yu Dong, Fan Zhu
      Pages 135-147

    3. Multi-view Heterogeneous Temporal Graph Neural Network for “Click Farming” Detection

      • Zequan Xu, Qihang Sun, Shaofeng Hu, Jiguang Qiu, Chen Lin, Hui Li
      Pages 148-160

    4. Deep Forest with Sparse Topological Feature Extraction and Hash Mapping for Brain Network Classification

      • Junwei Li, Junzhong Ji
      Pages 161-174

    5. COVID-19 Forecasting Based on Local Mean Decomposition and Temporal Convolutional Network

      • Lulu Sun, Zhouming Liu, Choujun Zhan, Hu Min
      Pages 175-187

    6. VMEKNet: Visual Memory and External Knowledge Based Network for Medical Report Generation

      • Weipeng Chen, Haiwei Pan, Kejia Zhang, Xin Du, Qianna Cui
      Pages 188-201

    7. Detecting Video Anomalous Events with an Enhanced Abnormality Score

      • Liheng Shen, Tetsu Matsukawa, Einoshin Suzuki
      Pages 202-217

    8. Frequency Domain Based Learning with Transformer for Underwater Image Restoration

      • Danxu Wang, Zhonglin Sun
      Pages 218-232

    9. MMISeg: A Semi-supervised Segmentation Method Based on Mixup and Mutual Information for Cardiac MRI Segmentation

      • Yazhou Huang, Hao Pan, Zhiyu Zeng
      Pages 233-246
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Other volumes

  1. PRICAI 2022: Trends in Artificial Intelligence

  2. PRICAI 2022: Trends in Artificial Intelligence

  3. PRICAI 2022: Trends in Artificial Intelligence

Keywords

About this book

This three-volume set, LNAI 13629, LNAI 13630, and LNAI 13631 constitutes  the thoroughly refereed proceedings of the 19th Pacific Rim Conference on Artificial Intelligence, PRICAI 2022, held in Shangai, China, in November 10–13, 2022.
The 91 full papers and 39 short papers presented in these volumes were carefully reviewed and selected from 432 submissions. PRICAI covers a wide range of topics in the areas of social and economic importance for countries in the Pacific Rim: artificial intelligence, machine learning, natural language processing, knowledge representation and reasoning, planning and scheduling, computer vision, distributed artificial intelligence, search methodologies, etc.

Editors and Affiliations

  • CSIRO Australian e-Health Research Centre, Brisbane, Australia

    Sankalp Khanna

  • Shanghai Jiao Tong University, Shanghai, China

    Jian Cao

  • University of Tasmania, Hobart, Australia

    Quan Bai

  • University of Technology Sydney, Sydney, Australia

    Guandong Xu

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