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12th CBD 2024: Brisbane, Australia
- Twelfth International Conference on Advanced Cloud and Big Data, CBD 2024, Brisbane, Australia, November 28 - Dec. 2, 2024. IEEE 2024, ISBN 979-8-3315-1107-4

- Wenjie Zhang, Ding Ding, Jinghui Zhang, Runqun Xiong, Jiahui Jin, Fang Dong, Xiangyu Xu, Kai Dong:

Future Blink Prediction in Virtual Reality Using Time-Series Eye Movement Data. 1-6 - Yu Xia, Anmin Li, Xueyong Xu, Yuhang Xu, Jinchen Wang, Vincent Chau, Chenchen Fu, Weiwei Wu:

A Multi-Drone Task Allocation Algorithm for Large-Scale 3D Reconstruction. 7-12 - Suyang Wang, Qingqi Zhu

, Jiangshan Haol, Fang Wang, Fucun Li, Guizhou Zhao, Fang Dong:
Predicting Mechanical Properties of Steel Based on Ensemble Learning and Bayesian Optimization. 13-18 - Kun Wang, Bingchan Li, Bo Mao:

Prediction of Environment Temperature for Grain Warehouses Based on LightGBM and Transformer. 19-24 - Chenhao Yao, Zhangjie Fu, Tianyi Liu, Qin Jiang, Fuyuan Song:

Attention-Driven Topology Adaptive Graph Convolutional Networks for Bitcoin Abnormal Transaction Detection. 25-30 - Chenyang Wei, Xi Luo, Lu Zhang, Gaofeng He, Haiting Zhu:

Enhancing GNN-based CQA Spam Detection: Question-Answer-Pair Perspective with Supervised Neighbor Selection. 31-36 - Bo Mao, Yujie Cao, Bingchan Li:

Grain Price Prediction Model Based on TimeF-iForest-Transformer. 37-41 - Weidu Ye, Jiachen Yuan, Ximing Zhou, Dehe Hu, Jian Zhou:

Energy-Efficient UAV Deployment and Link Routing in UAV-Assisted MEC Network for Disaster Response. 42-47 - Meiya Dong, Biaokai Zhu, Jumin Zhao, Jie Song:

Cloud Based AIVR Training System for Emergency Rescue. 48-53 - Feng Yu, Jing Xi, Linghui Meng, Daicen Jiang, Qianhui Lu, Xianxian Li:

Achieving Secure and Efficient Emergency Data Sharing based on Searchable Proxy Re- Encryption. 54-59 - Xia Deng, Yubin Bao, Shuhong Chen, Le Chang:

Computation Offloading with Bus-Mounted Edge Servers Based on Dung Beetle Optimization in Internet of Vehicles. 60-65 - Kunpeng Li, Gui Gui, Quanjun Chen, Jiaqi Yi, Yuqian Zhao, Weihua Gui:

A Deep Learning Framework for Traffic Flow Prediction Based on Weighted Graph Convolutional Long Short Term Memory Network. 66-71 - Jingtao Xue, Yangfan Lu, Bin Zhao, Genlin Ji:

Full Learning Path Recommendation Based on Temporal and Co-Occurrence Relations. 72-77 - Liangwei Li, Qing Zhang, Bin Zhao, Genlin Ji:

Analysis of Classroom Teaching Interaction Patterns Based on Behavior Recognition. 78-83 - Rongqing Liu, Zhiqiang Li

, Feng Tian, Jie Zheng, Rui Cao, Chuanyuan Zhao, Jie Ren:
An Efficient Online Learning Approach for Super-Resolution in Dynamic Environments. 84-89 - Yongkang Li, Xiaodong Chen, Xiaohui Wan, Jin Sun, Peng Zheng, Yunchang Wang, Zebin Wu:

A Ray-based Asynchronous Distributed Parallel K-SVD Method. 90-95 - Yongpan Zhang, Zhe Ding, Ping Shen, Zheng Zhang, Chao Qian, Cheng Ding, Su Pan:

Join Order Selection with Transfer Reinforcement Learning. 96-101 - Bingchan Li, Chunguo Li:

Real Time Switch Object Detection Model Based on Knowledge Distillation for Edge Computing. 102-105 - Le Li, Genlin Ji, Zesheng Hu:

Upright and Inverted Motion-enhanced Network for Video Action Recognition. 106-111 - Ziheng Zhang

, Fei Gu, Zeyang Zhang, Xinyu Wang, Shikun Sun, Jingya Zhou:
SeLaNet: A Noninvasive Distilled Neural Network to Predict the Dense SEC/LAAT Based on Multi-layer Perceptron. 112-117 - Sen Peng

, Jijia Yang
, Mingyue Wang
, Jianfei He
, Xiaohua Jia:
Protective Perturbations Against Unauthorized Data Usage in Diffusion-Based Image Generation. 118-123 - Peng Zhi, Hong Wang, Longhao Jiang, Hao Zhang, Yan Li, Rui Zhou, Qingguo Zhou:

OSAM: Outdoor 3D Point Cloud Semantic Segmentation using Attention and Multi-Scale Features. 124-129 - Zhongyuan Kang, Lu Zhang, Zheng Chen, Haiting Zhu, Gaofeng He, Mingwei Tang:

Prior Knowledge Enhanced Topic Model For Research Topic Evolution Analysis. 130-135 - Yinan Yang

, Zhiye Wang, Dapeng Zhang, Hao Zhang, Peng Zhi, Rui Zhao, Xuan Kong, Rui Zhou, Qingguo Zhou:
A3Framework: A Cloud Framework with Autonomous Driving Path Planning. 136-141 - Youke Wu, Yuting Li:

Orchestrating Public Opinion Risks in Dynamic Social Networks with Dissipative Theory. 147-152 - Huanbin Wang, Gaofeng He, Haiting Zhu, Bingfeng Xu, Lu Zhang, Naixuan Guo:

A Denial of Service Attack Defense Method for Roadside Units. 153-158 - Shiru Ding, Zhen Wang, Yifei Lu:

An Adaptive Online Few-shot Network Intrusion Detection System Based on Meta-Learning. 159-164 - Hong Zhong, Shunming Wang, Jie Cui, Qingyang Zhang, Bei Li, Debiao He:

Server-Assisted Certificateless Searchable Encryption Scheme for Industrial Internet of Things Against Keyword Guessing Attacks. 165-171 - Chaoxian Feng, Haotian Wu, Zhe Li, Hongru Lu, Changjian Fang, Zhiang Wu:

One-Class Classifiers Ensembles for Detecting Fund Misuse Problems within Financial Auditing. 172-177 - Feng Yu, Linghui Meng, Jing Xi, Xianxian Li, Qianhui Lu, Weidong Zhu:

A Policy-Controlled Signature Scheme for end-to-end Secure Communication. 178-183 - Feng Yu, Qianhui Lu, Linghui Meng, Jiahui Peng, Jing Xi, Xianxian Li:

A Blockchain-Based Auditing Scheme for Educational Data Supporting Trusted Detection. 184-189 - Heng He, Yuejia Chen, Jianfeng Lu, Jiacheng Zheng:

A Lightweight and Key Escrow-Free Access Control Scheme on Encrypted Data in Edge Computing. 190-195 - Hai Wang, Shuo Ji, Mingyuan Hao, Guodong Xu:

Protection of User Sensitive Information Based on SIR Model. 196-203 - Chunhong Li, Ruihui Huang, Zhaoyan Zeng, Lei Guo:

FedTSB: Tackling Sample Bias in Federated Services Selection. 204-209 - Zining Chen, Can Wang, Baisong Zhang, Weiye Wang, Wen Sheng Li, Wei Dong Zhang:

Clustering-Based Custom Global Modules for Personalized Federated Learning. 210-215 - Hongyu Yan, Jianbo Li, Zhihao Xu, Zhiqiang Lv:

Meta Analysis of Traffic Safety Prediction. 216-221 - Yifan Wang, Wei Zeng, Guanyu Li, Chenglong Xiong, Zicheng Wang, Yingchi Mao:

An Energy-Aware UAVs Path Coverage for Critical Infrastructure Inspections. 222-227 - Hao Qu, Zhiqiang Lv, Jianbo Li:

A Deep Spatial-Temporal Model Based on Discrete Wavelet Transform for Traffic Flow Forecasting. 228-233 - Xuyang Chen, Zhihai Tang, Yiqi Fan, Aiwen Huang

, Mali Xing, Hanzhen Xiao, Le Chang:
Elastic Task Offloading Through the Cooperation of Multiple Road-Side Unit (RSU)-Based Edge Servers. 234-239 - Hao Qu, Zhiqiang Lv, Jianbo Li:

STDFN: A Taxi Flow Prediction Model Based on Spatial-Temporal Data Fusion. 240-245 - Ye Li, Jun Zhang, Zongze Li, Jing Sun, Fan Zhang, Kejiang Ye:

Tree Decomposition based Top-k Shortest Distance Query on Large-scale Road Networks. 246-253 - Han Xiao

, Kejie Wen, Baili Zhang:
Guided Intelligent Collection of Elements of Doctor-Patient Dispute Cases. 254-259 - Qian Gao, Quan Qiu, Yi Yin, Guoqiang Zhang:

A Fair Flow Congestion Control for Content Centric Networking. 260-265 - Wei Yang, Yi Chu, Chao Chen, Shengming Jiao, Xiaolong Xu, Shengjun Xue:

Deep Reinforcement Learning-Based Distributed Collaborative Service Caching in Edge Computing. 266-271 - Jiaxi Zhang, Chao Tan, Anning Song, Zilong Xu

, Genlin Ji:
Debiased Contrastive Learning for Label Enhancement. 272-277 - Yan Zhang, Kaiwen Li, Jinghui Zhang, Jingya Zhou:

A Two-Stream Word-level Information Fusion BERT Model for Event Element Entity Recognition. 278-283 - Sasha Mahdavi Hezavehi, Jianming Yong, Jun Shen

, Dongming Xu, Brian Yecies:
Toward Design Perspectives of AI Chatbots. 284-289 - Xiaoteng Han, Quan Spring Zhou, Bo (Bobby) Du, Jun Shen

:
Two- Echelon Vehicle Routing Problem with Trucks and Drones. 290-295 - Ruoxi Sun, Jun Yan

, Fenghui Ren:
An Adaptive Social Relationship Incorporated Model for Enhancing Diversity in Sequential Recommendations. 296-301 - Xingchen Hu

, Jun Shen
, Zhenjun Ma
:
Prefabricated Buildings for Smart Cities: A Literature Survey. 302-307 - Hanlin Xu, Qingwen Zeng, Huaming Chen:

Improving Carbon Price Prediction by Decomposing Single Influencing Factor with XGBoost. 308-313 - Fengyi Huang, Wenhua Wang, Tian Wang:

Dynamic Resource Management for Enhanced QoS in Collaborative Edge-Edge Industrial Environments. 314-320 - Xiaoyang Huang, Xuejun Liu, Tao He, Zhouying Xu:

Fair Recommendation Method Based on Meta-Learning and Feature Enhancement. 321-326 - Tao He, Xuejun Liu, Zhuoya Xing, Yitian Wang:

Text-based Multi-pair Contrastive Learning Bidirectional Transformer for Sequential Recommendation *. 327-332 - Kireet Joshi, Jianming Yong, Xiaohui Tao, Yahua Zhang

:
Big Data in Healthcare has Improved the Care Quality! A Reality or Myth? 333-338 - Qingyun Zhu, Raviteja Tirumalapudi

, Junpei Zhong, Yonghua Liu, Mingjun Dai:
Integrating Surface Electromyography with Assistive Robots for Elderly Care: A Novel Human-Robot Interface for Grasping Tasks. 339-344 - Jianing Liu, Shanshan Wang, Zhenyu Zhao, Shuhang Wei, Zhenxiang Chen, Shuai Liu:

Research on Varicose Vein Bleeding Risk Prediction Based on Multimodal Machine Learning. 345-350 - Jingjing Wan

, Ling Wang
, Wenjie Zhu, Bolun Chen:
DM-Net for Colorectal Polyp Detection Using Dual Feature and Multi-Layer Aggregation. 351-356 - Yi Ding, Naixuan Guo, Haitao Meng:

YOLOv8-GR: Gesture Recognition by Improving of YOLOv8 Algorithm. 357-362 - Asmaa Seyam, May El Barachi

, Sujith Samuel Mathew, Bo Du, Jun Shen
:
Machine Learning-Driven Daily Demand Forecasting for Fresh Produce: A Case Study with Bananas. 363-368 - Danish Khan, Xujuan Zhou, Jianming Yong, Xiaohui Tao:

Privacy Issues in Access Network for 5G Mobile Telecom. 369-374 - Omar Alsodi

, Xujuan Zhou, Raj Gururajan, Anup Shrestha, Eyad Btoush:
Cyber Threat Detection on Twitter Using Deep Learning Techniques: IDCNN and BiLSTM Integration. 375-379 - Eyad Btoush, Xujuan Zhou, Raj Gururajan, Ka Ching Chan, Omar Alsodi

:
Optimising Security: A Hybrid CNN-BiLSTM Model for Credit Card Cyber Fraud Detection. 380-385 - Xiaolin Yang, Kai Yang, Hao Zhang, Gaoming Jin, Yifei Lu:

CTS Sketch: A Sketch Scheme for Precise Identification of Top-k Flows Combined with SDN. 386-391 - Xuanqi Liu, Sen Xu, Xiufang Xu, Naixuan Guo, Xuesheng Bian, Chaofeng Chen:

Attention-Based Graph Clustering with Enhanced Delivery Operator. 392-397 - Xin He, Aohua Zhang, Weiwei Jiang, Panlong Yang:

Efficient and Scalable: Physical Layer Design to Taming Interference in Large-Scale Concurrent Backscatter Communications. 398-403 - Lina Ni, Jiehan Zhou, Shiping Chen, Chen Yu:

CECTO: Cloud-Edge Collaborated Task Offloading Based on Dual Time-Scale A2C. 404-409 - Haiyan Sheng, Xiaoguang Zhou, Jingjing Zhao:

Enhancing Wide-Area Network Efficiency for Intelligent Computing Through SRv6-Based Path Optimization and Dynamic Load Balancing. 410-415 - Qiao Yang, Zhang Yongchuan, Sun Jing, Wang Ruibing, Zhang Fan:

FM-SLAM:Enhancing the Performance of Visual SLAM in Dynamic Environments with Fast-SAM and Motion Consistency Check. 411-415

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