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8th DMBD 2023: Sanya, China
- Ying Tan
, Yuhui Shi:
Data Mining and Big Data - 8th International Conference, DMBD 2023, Sanya, China, December 9-12, 2023, Proceedings, Part I. Communications in Computer and Information Science 2017, Springer 2024, ISBN 978-981-97-0836-9
Data Mining Methods
- Wei Wang, Jin Zhu, Pingxin Wang
Data Analytics Methods in Human Resource Demand Forecasting. 3-15 - Jianqiao Sheng, Liang Zhang, Yicao Zhang, Jingxuan Xu, Jiaqi Wu:
A Localization Correction Algorithm of Location-Based Services Based on Point Clustering. 16-27 - Huan Chen
Comparison of Prediction Methods on Large-Scale and Long-Term Online Live Streaming Data. 28-47 - Haiping Wang, Xin Zhou:
Forecasting Chinese Overnight Stock Index Movement Using Large Language Models with Market Summary. 48-62 - Haonan Zhai
A Practical Byzantine Fault Tolerance Algorithms Based on Randomized Mean Clustering, Trust and Credibility. 63-77 - Dali Gao, Xiaobin Mao, Long Sheng, Shuangling Wang:
Improved Joint Distribution Adaptation for Fault Diagnosis. 78-92
Pretrained Language Models and Applications
- Jinzhi Liao, Yipeng Wu, Yong Su, Zhixiao Dong:
A Unified Recombination and Adversarial Framework for Machine Reading Comprehension. 95-110 - Zihuan Ding, Guangyan Zhao:
Research on Data Mining Methods in the Field of Quality Problem Analysis Based on BERT Model. 111-123 - Jianqiao Sheng, Liang Zhang, Xiyin Wang, Run Xu, Jiaqi Wu:
Cross-Language Text Search Algorithm Based on Context-Compatible Algorithms. 124-136 - Xiaoyu Li, Haonan Liu, Li Jin, Gege Li, Shichang Guan:
PEKD: Joint Prompt-Tuning and Ensemble Knowledge Distillation Framework for Causal Event Detection from Biomedical Literature. 137-151 - Itzel Abundez Barrera
Empirical Analysis on the Effectiveness of Pre-trained Models in the Identification of Physical Violence Against Women in Videos for a Multi-class Approach. 152-164 - Bixuan Li, Qifu Chen, Jinlin Lin, Sai Li, Jerome Yen:
Assessing GPT-4 Generated Abstracts: Text Relevance and Detectors Based on Faithfulness, Expressiveness, and Elegance Principle. 165-180 - Jinlin Lin, Qifu Chen, Sai Li, Bixuan Li, Jerome Yen:
Financial Text Sentiment Analysis Based on ChatGPT - Taking the Real Estate Industry as an Example. 181-195
Reinforcement Learning Approaches
- Laicai Xie, Wanpeng Ma, Liping Wang, Liangjun Ke:
A New Deep Reinforcement Learning Algorithm for UAV Swarm Confrontation Game. 199-210 - Meng Li, Kaiquan Cai, Peng Zhao:
Proximal Policy Optimization for Same-Day Delivery with Drones and Vehicles. 211-224 - Hong Wang, Yaofa Su, Xiaolong Ou, Jinxin Zhang, Ben Niu:
A Double-Layer Reinforcement Learning Feature Optimization Framework for Evolutionary Computation Based Feature Selection Algorithms. 225-240
Combinatorial Optimization Approaches
- Yi Liu, Guoli Yang, Qibin Zheng, Xiang Li, Kun Liu, Qiang Wang, Wei Qin:
Ant-Antlion Optimizer with Similarity Information for Multidimensional Knapsack Problem. 243-255 - Yiyang Liu, Lin Li:
Efficient Graph Sequence Reinforcement Learning for Traveling Salesman Problem. 256-267 - Mengjun Ming, Xin Zhou, Rui Wang, Tao Zhang
Many-Constraint Multi-objective Optimization of Grid-Connected Hybrid Renewable Energy System. 268-282
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