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ORCID17th PRICAI 2021: Hanoi, Vietnam - Part I
- Duc Nghia Pham, Thanaruk Theeramunkong, Guido Governatori
, Fenrong Liu:
PRICAI 2021: Trends in Artificial Intelligence - 18th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2021, Hanoi, Vietnam, November 8-12, 2021, Proceedings, Part I. Lecture Notes in Computer Science 13031, Springer 2021, ISBN 978-3-030-89187-9
AI Foundations/Decision Theory
- Akansha Singh, P. Meghana Reddy, Shweta Jain, Sujit Gujar:
Designing Bounded Min-Knapsack Bandits Algorithm for Sustainable Demand Response. 3-17 - Sankarshan Damle, Moin Hussain Moti, Praphul Chandra, Sujit Gujar:
Designing Refund Bonus Schemes for Provision Point Mechanism in Civic Crowdfunding. 18-32 - Bojian Wei, Jian Li, Yong Liu, Weiping Wang:
Federated Learning for Non-IID Data: From Theory to Algorithm. 33-48 - Tianyi Zhang, Dengji Zhao, Wen Zhang, Xuming He:
Fixed-Price Diffusion Mechanism Design. 49-62 - Gaurav Batra, Naresh Manwani:
Multiclass Classification Using Dilute Bandit Feedback. 63-75 - Constantinos Varsos, Giorgos Flouris, Marina Bitsaki, Michail Fasoulakis:
A Study of Misinformation Games. 76-87 - Emanuele Albini, Antonio Rago, Pietro Baroni, Francesca Toni:
Influence-Driven Explanations for Bayesian Network Classifiers. 88-100 - Guanhua Wang, Mingyu Guo:
Public Project with Minimum Expected Release Delay. 101-112 - Toby Walsh:
Strategy Proof Mechanisms for Facility Location at Limited Locations. 113-124
Applications of AI
- Qingjie Sheng, Shikui Tu, Lei Xu:
A Consistency Enhanced Deep Lmser Network for Face Sketch Synthesis. 127-138 - Gangyan Zeng, Yuan Zhang, Yu Zhou, Xiaomeng Yang:
A Cost-Efficient Framework for Scene Text Detection in the Wild. 139-153 - Panpan Zhao, Jinfang Zheng, Qinglin Zhou, Chen Lyu, Lei Lyu:
A Dueling-DDPG Architecture for Mobile Robots Path Planning Based on Laser Range Findings. 154-168 - Xia Feng, Xinyu He, Rui Huang, Caihua Liu:
A Fully Dynamic Context Guided Reasoning and Reconsidering Network for Video Captioning. 169-182 - Fuchang Han, Shenghui Liao, Yiyong Jiang, Shu Liu, Yuqian Zhao, Xiantao Shen:
Adaptive Prediction of Hip Joint Center from X-ray Images Using Generalized Regularized Extreme Learning Machine and Globalized Bounded Nelder-Mead Strategy. 183-196 - Tianyu Chen, Zhixin Li, Canlong Zhang, Huifang Ma:
Adversarial Training for Image Captioning Incorporating Relation Attention. 197-211 - Li Zhang, Wei-Tek Tsai:
Element Re-identification in Crowdtesting. 212-225 - Ruinan Wu, Changchun Hua, Weili Ding, Yifan Wang, Yubao Wang:
Flame and Smoke Detection Algorithm for UAV Based on Improved YOLOv4-Tiny. 226-238 - Fereshteh Mataeimoghadam, M. A. Hakim Newton, Rianon Zaman, Abdul Sattar:
Improving Protein Backbone Angle Prediction Using Hidden Markov Models in Deep Learning. 239-251 - Mengdi Zhou, BoHeng Hu, Si Liu:
Magic Mirror Stealth: Interactive Automatic Picture Editing System. 252-265 - Jiahao Zhang, Feng Liu, Aimin Zhou:
Off-TANet: A Lightweight Neural Micro-expression Recognizer with Optical Flow Features and Integrated Attention Mechanism. 266-279 - Xiangbo Zhang, Kun Wang, Xiaohong Zhang, Sheng Huang:
Pulmonary Nodule Classification of CT Images with Attribute Self-guided Graph Convolutional V-Shape Networks. 280-292 - Hui Wang, Yu Zhang, Hongchang Ke, Ning Wei, Zhongyu Xu:
Semantic Structural and Occlusive Feature Fusion for Pedestrian Detection. 293-307 - Shoubin Li, Xuyan Ma, Shuaiqun Pan, Jun Hu, Lin Shi, Qing Wang:
VTLayout: Fusion of Visual and Text Features for Document Layout Analysis. 308-322 - James Hinns, Xiuyi Fan, Siyuan Liu, Veera Raghava Reddy Kovvuri, Mehmet Orcun Yalcin, Markus Roggenbach:
An Initial Study of Machine Learning Underspecification Using Feature Attribution Explainable AI Algorithms: A COVID-19 Virus Transmission Case Study. 323-335 - Xu Teng, Hui Zhang, Bo Li, Chunming Yang, Xujian Zhao:
Generation of Environment-Irrelevant Adversarial Digital Camouflage Patterns. 336-346 - Yuki Yamagishi, Kazumi Saito, Kazuro Hirahara, Naonori Ueda:
Magnitude-Weighted Mean-Shift Clustering with Leave-One-Out Bandwidth Estimation. 347-358 - Insu Song, Yi Huang, Tieh Hee Hai Guan Koh, Victor Samuel Rajadurai:
Pervasive Monitoring of Gastrointestinal Health of Newborn Babies. 359-369 - Yuya Hikima, Masahiro Kohjima, Yasunori Akagi, Takeshi Kurashima, Hiroyuki Toda:
Price and Time Optimization for Utility-Aware Taxi Dispatching. 370-381 - Zhiang Zu, Guixu Zhang, Yaxin Peng, Zhen Ye, Chaomin Shen:
VAN: Voting and Attention Based Network for Unsupervised Medical Image Registration. 382-393
Data Mining and Knowledge Discovery
- Ziyi Wang, Yujie Zhou, Chun Li, Lin Shang, Bing Xue:
MGEoT: A Multi-grained Ensemble Method for Time Series Classification. 397-410 - Wei Song, Chuanlong Zheng, Philippe Fournier-Viger:
Mining Skyline Frequent-Utility Itemsets with Utility Filtering. 411-424 - Jiaxing Chen, Zenan Xu, Qinliang Su:
Network Embedding with Topology-Aware Textual Representations. 425-439 - Jinhan Yi, Yi He, Xin Liu:
Online Discriminative Semantic-Preserving Hashing for Large-Scale Cross-Modal Retrieval. 440-453 - Filipa Barros, Vítor Cerqueira, Carlos Soares:
Empirical Study on the Impact of Different Sets of Parameters of Gradient Boosting Algorithms for Time-Series Forecasting with LightGBM. 454-465
Evolutionary Computation/Optimisation
- Gonglin Yuan, Bing Xue, Mengjie Zhang:
A Two-Stage Efficient Evolutionary Neural Architecture Search Method for Image Classification. 469-484 - Michael Hartisch:
Adaptive Relaxations for Multistage Robust Optimization. 485-499 - Rongshen Cai, Qian Tao, Yufei Tang, Min Shi:
ALGNN: Auto-Designed Lightweight Graph Neural Network. 500-512 - Chenyang Bu, Yi Lu, Fei Liu:
Automatic Graph Learning with Evolutionary Algorithms: An Experimental Study. 513-526 - Dan Zhang, Yiwen Liang:
Dendritic Cell Algorithm with Group Particle Swarm Optimization for Input Signal Generation. 527-539
Knowledge Representation and Reasoning
- Aaron Hunter:
Building Trust for Belief Revision. 543-555 - Yan Wu, Zili Zhang, Guodong Wang:
Correcting Large Knowledge Bases Using Guided Inductive Logic Learning Rules. 556-571 - Yan Hong, Chenyang Bu, Xindong Wu:
High-Quality Noise Detection for Knowledge Graph Embedding with Rule-Based Triple Confidence. 572-585 - Francesco Fabiano, Alessandro Burigana, Agostino Dovier, Enrico Pontelli, Tran Cao Son:
Multi-agent Epistemic Planning with Inconsistent Beliefs, Trust and Lies. 586-597
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