| 2021 | 3D object recognition for Virtual Reality based Digital Twins. Ilyas Ashkir, Ben Roullier, Frank McQuade, Ashiq Anjum |
| 2021 | A Proactive Data-Parallel Framework for Machine Learning. Guoyi Zhao, Tian Zhou, Lixin Gao |
| 2021 | Attribute Network Embedding Method based on Joint Clustering of Representation and Network. Wenhan Gao, Peng Wu, Li Pan |
| 2021 | BDCAT '21: 2021 IEEE/ACM 8th International Conference on Big Data Computing, Applications and Technologies, Leicester, United Kingdom, December 6 - 9, 2021 |
| 2021 | Benchmarking and Performance Modelling of Dataflow with Cycles. Sheriffo Ceesay, Yuhui Lin, Adam Barker |
| 2021 | Comparative Analysis of Pre-Trained Deep Neural Networks for Vision-Based Security Systems on a Novel Dataset. Kshitij Sinha, Muskan Lalit |
| 2021 | Crowd Counting Using Deep Learning in Edge Devices. Zuo Huang, Richard O. Sinnott, Qiuhong Ke |
| 2021 | Distributed Orchestration of Regression Models Over Administrative Boundaries. Menuka Warushavithana, Caleb Carlson, Saptashwa Mitra, Daniel Rammer, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara |
| 2021 | Evaluating Serverless Architecture for Big Data Enterprise Applications. Aimer Bhat, Heeki Park, Madhumonti Roy |
| 2021 | Individual Feral Cat Identification through Deep Learning. Zihan Yang, Richard O. Sinnott, Qiuhong Ke, James Bailey |
| 2021 | Linking User Accounts across Social Media Platforms. Richard O. Sinnott, Zijian Wang |
| 2021 | Multiscale Clustering Based Diffusion Representation Learning Method. Yuanhang Xu, Peng Wu |
| 2021 | PRRL: Path Rotation based Knowledge Graph Representation Learning method. Changhao Bai, Peng Wu |
| 2021 | Real-Time Traffic Classification through Deep Learning. Maxim Priymak, Richard O. Sinnott |
| 2021 | TrustNet: Learning from Trusted Data Against (A)symmetric Label Noise. Amirmasoud Ghiassi, Robert Birke, Lydia Y. Chen |
| 2021 | Verification Based Scheme to Restrict IoT Attacks. Barjinder Kaur, Sajjad Dadkhah, Pulei Xiong, Shahrear Iqbal, Suprio Ray, Ali A. Ghorbani |