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ORCID20th ADMA 2024, Sydney, NSW, Australia - Part I
- Quan Z. Sheng
, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma:
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part I. Lecture Notes in Computer Science 15387, Springer 2025, ISBN 978-981-96-0810-2
Applications
- Shuangxue Zhao, Chao Wang, Dan Zhao, Zhenyi Shen:
Deep Trading: A Novel Framework for Trading in Volatile Markets. 3-18 - Chujun Huang, Suijing Chen, You Wu, Anyan Liu, Ping He, Min Zhou:
Application of Oversampling Techniques Under Neyman-Pearson Paradigm on Credit Card Fraud Detection. 19-32 - Yibo Sun, Bingyu Yang, Enliang Wang, Jing Gong, Weitong Chen, Zhe Sun:
Distributed Industrial Digital Twinning Scheme in 6G Future Scenarios. 33-46 - Yanqin Zheng, Wang Zhou, Changjian Wang, Jingya Zhang, Wenda Tang, Liang Qi, Tianxiang Ai, Guanghui Li, Bin Yu, Xin Yang:
PheScale: Leveraging Transformer Models for Proactive VM Auto-scaling. 47-61 - Bi Ye, Tianwen Hou, Lei Zhao, Chaohao Wang, Xinzhu Sang, Chengrui Le:
Region-Based Imaging Correction for Enhanced Image Quality in Lenslet Array Near-Eye Displays. 62-75 - Shijie Yang, Jie Jiang, Qiuqiang Kong:
Intra and Inter-User Data Augmentation Methods for Energy Disaggregation. 76-90 - Xing Zi, Yunxiao Shi, Taoyuan Zhu, Kairui Jin, Xian Tao, Jun Li, Karthick Thiyagarajan, Mukesh Prasad:
BDC Dataset: A Comprehensive Dataset for Automated Build Damage Classification. 91-104 - Yang Cao, Yixiao Ma, Xichen Tang, Razeen A Rasheed, Hong Xian Li:
A Data-Driven Framework for Identifying Abnormal Status in Natural Gas Wells. 105-119 - Qian Zhao, Anbang Guo, Yong Wang, Hao Meng, Jun Shen:
Enhancing Wind Speed and Direction Prediction with a Mean Squared Error Neural Network. 120-130 - Wensi Jiang, Yu Zhang, Huadong Mo, Min Wang, Wenjie Zhang:
Learning and Mapping Academic Topic Evolution Evolving - Topics in the Australian National Disability Insurance Scheme. 131-145
Data Mining
- Wenhao Liang, Zhengyang Li, Weitong Chen:
Enhancing Financial Market Predictions: Causality-Driven Feature Selection. 149-163 - Junliang He, Zhilong Shan:
IRKT: Integrating Relationships from Internal Features and External Manifestations for Knowledge Tracing. 164-178 - Xiaojun Wu, Lin Li, Xiaohui Tao, Yuefeng Li:
Aligning Bytes with Bliss: Integrating Happiness Computing with Sociological Insight. 179-194 - Yulin Huang, Long Chen, Yalan Wu, Jigang Wu:
Lotus: Loading Cost-Aware Joint Mining Service Caching, Request Routing, and Bandwidth Orchestration in Cooperative MEC Networks. 195-209 - Zhao Li, Qinxue Meng, Haitao Xu, Jiaming Huang, Yangbohan Jiao, Buqing Cao:
Informative Sample Labeling with Conditional Variational Deep Embedding for Active Learning. 210-225 - Zhengxuan Yang, Yutong Han, Jianxin Zhang:
APRNet: Cardinality Estimation Method Based on Attention Mechanism. 226-240 - Qin Gao, Linke Qin, Hao Meng, Jun Shen, Xiaosong Wang, Songsong Cui, Zhenrui Li:
Optimizing Recreation in Yellow River Mouth Park Based on Reference-Dependent Analysis. 241-255 - Yanfang Zhang, Chen Gong:
Anomaly Detection Representation Learning Framework Towards Mixed Time Series with Scalable Multivariate Fusion. 256-268 - Zewei Zhao, Zhixin Sun, Zhe Sun:
Research on Vehicle and Cargo Loading Mode Based on Improved Ant Colony Algorithm. 269-282 - Hao Tian, Haolong Xiang, Tingtong Zhu, Siyuan Wu, Cheng Chen, Zheng Li, Mingxu Jiang, Wanchun Dou:
An Inference Acceleration Approach for Boosting DNN Cold Start in Cloud-Edge Computing. 283-299 - Yu Wang, Junhua Fang, Rong Fu, Pingfu Chao:
PaD-DBSCAN: Enhancing Parallel DBSCAN Clustering with Density Peak Detection. 300-314 - Jie Yang, Yu Wu:
A Network Information Hiding Method Against Link Prediction. 315-329 - Luis Martes Calderon, Chenquan Gan, Jiabin Lin, Wei Yang, Deepak Kumar Jain:
Analysis of Computer Virus Propagation in Social Internet of Things. 330-344 - Herve Dimitri Motsakou Gandze, Pengfei Wang, Yangyu Hu, Jiahao Yang, Kefei Cheng:
Which Store Should I Choose? A Comparative Study of Third-Party Mobile App Store Based on Quality Evaluation. 345-360 - Xiangyu Shi, Dianjing Cheng, Xingyu Wu, Ping Ye, Jingqi Jia, Jiqiang Liu, Wenjia Niu:
ECG Signal Classification with a Multi-stage Model Integrating CNN, SNN, and ResNet. 361-372 - Zhipeng Xie, Guorong Li:
Weak-Evidence Aggregation for the Choice of Plausible Alternatives Task. 373-385 - Mingjian Tang, Weiqi Wang, Shui Yu:
OPMUS: A Win-Win Pricing Strategy for Machine Unlearning Service. 386-400 - Na Guo, Fei Cai, Wenli Sun, Xiufeng Xia:
WALK: A Workload-Aware Learned Kd-Tree. 401-416 - Siwen Liu, Hanning Yuan, Ziqiang Yuan, Lianhua Chi, Jinyan Liu, Jing Geng, Shuliang Wang:
Deep Contrastive Multi-view Clustering Under Semantic Feature Guidance. 417-431
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