PRICAI 2021: Trends in Artificial Intelligence

1. Front Matter

   Pages i-xxv

   PDF

2. AI Foundations/Decision Theory

   1. Front Matter

      Pages 1-1

      PDF

   2. Designing Bounded Min-Knapsack Bandits Algorithm for Sustainable Demand Response

      • Akansha Singh, P. Meghana Reddy, Shweta Jain, Sujit Gujar

      Pages 3-17

   3. Designing Refund Bonus Schemes for Provision Point Mechanism in Civic Crowdfunding

      • Sankarshan Damle, Moin Hussain Moti, Praphul Chandra, Sujit Gujar

      Pages 18-32

   4. Federated Learning for Non-IID Data: From Theory to Algorithm

      • Bojian Wei, Jian Li, Yong Liu, Weiping Wang

      Pages 33-48

   5. Fixed-Price Diffusion Mechanism Design

      • Tianyi Zhang, Dengji Zhao, Wen Zhang, Xuming He

      Pages 49-62

   6. Multiclass Classification Using Dilute Bandit Feedback

      • Gaurav Batra, Naresh Manwani

      Pages 63-75

   7. A Study of Misinformation Games

      • Constantinos Varsos, Giorgos Flouris, Marina Bitsaki, Michail Fasoulakis

      Pages 76-87

   8. Influence-Driven Explanations for Bayesian Network Classifiers

      • Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni

      Pages 88-100

   9. Public Project with Minimum Expected Release Delay

      • Guanhua Wang, Mingyu Guo

      Pages 101-112

   10. Strategy Proof Mechanisms for Facility Location at Limited Locations

       • Toby Walsh

       Pages 113-124

3. Applications of AI

   1. Front Matter

      Pages 125-125

      PDF

   2. A Consistency Enhanced Deep Lmser Network for Face Sketch Synthesis

      • Qingjie Sheng, Shikui Tu, Lei Xu

      Pages 127-138

   3. A Cost-Efficient Framework for Scene Text Detection in the Wild

      • Gangyan Zeng, Yuan Zhang, Yu Zhou, Xiaomeng Yang

      Pages 139-153

   4. A Dueling-DDPG Architecture for Mobile Robots Path Planning Based on Laser Range Findings

      • Panpan Zhao, Jinfang Zheng, Qinglin Zhou, Chen Lyu, Lei Lyu

      Pages 154-168

   5. A Fully Dynamic Context Guided Reasoning and Reconsidering Network for Video Captioning

      • Xia Feng, Xinyu He, Rui Huang, Caihua Liu

      Pages 169-182

   6. Adaptive Prediction of Hip Joint Center from X-ray Images Using Generalized Regularized Extreme Learning Machine and Globalized Bounded Nelder-Mead Strategy

      • Fuchang Han, Shenghui Liao, Yiyong Jiang, Shu Liu, Yuqian Zhao, Xiantao Shen

      Pages 183-196

   7. Adversarial Training for Image Captioning Incorporating Relation Attention

      • Tianyu Chen, Zhixin Li, Canlong Zhang, Huifang Ma

      Pages 197-211

   8. Element Re-identification in Crowdtesting

      • Li Zhang, Wei-Tek Tsai

      Pages 212-225

   9. Flame and Smoke Detection Algorithm for UAV Based on Improved YOLOv4-Tiny

      • Ruinan Wu, Changchun Hua, Weili Ding, Yifan Wang, Yubao Wang

      Pages 226-238

This three-volume set, LNAI 13031, LNAI 13032, and LNAI 13033 constitutes  the thoroughly refereed proceedings of the 18th Pacific Rim Conference on Artificial Intelligence, PRICAI 2021, held in Hanoi, Vietnam, in November 2021.The 93 full papers and 28 short papers presented in these volumes were carefully reviewed and selected from 382 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. Part I includes the following topical headings: AI Foundations / Decision Theory, Applications of AI, Data Mining and Knowledge Discovery, Evolutionary Computation / Optimisation, Knowledge Representation and Reasoning.

• artificial intelligence
• computer hardware
• computer networks
• computer science
• computer systems
• computer vision
• databases
• education
• engineering
• image analysis
• image processing
• image segmentation
• internet
• learning
• machine learning
• mathematics
• network protocols
• neural networks
• semantics
• signal processing

• MIMOS Berhad, Kuala Lumpur, Malaysia

  Duc Nghia Pham

• Sirindhorn International Institute of Science and Technology, Thammasat University, Mueang Pathum Thani, Thailand

  Thanaruk Theeramunkong

• Data61, CSIRO, Brisbane, Australia

  Guido Governatori

• Department of Philosophy, Tsinghua University, Beijing, China

  Fenrong Liu

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