Days: Monday, December 7th Tuesday, December 8th Wednesday, December 9th Thursday, December 10th
View this program: with abstractssession overviewtalk overview
Conference Opening (General & PC Chairs)
Paul Monk (Chief Scientific Advisor: Business, Energy & Industrial Strategy, UK Government)
Break
Keynote (UCC): Rajiv Ranjan (Newcastle University, UK)
Break
Keynote3 (Industry talk): (Bloc Digital, UK) – Roche (US or Switzerland)
Break
Keynote (BDCAT): Minyi Guo (Shanghai Jiatong University, China)
| 13:30 | Attention Models for PM25 Prediction (abstract) |
| 14:00 | A Multi-Modal Deep Learning approach to the Early Prediction of Mild Cognitive Impairment Conversion to Alzheimer’s Disease (abstract) |
| 14:30 | Evaluating Deep Learning Algorithms for Real-Time Arrhythmia Detection (abstract) |
| 16:00 | Large-scale Data Integration Using Graph Probabilistic Dependencies (abstract) |
| 16:30 | A Data Indexing Technique to Improve the Search Latency of AND Queries for Large Scale Textual Documents (abstract) |
| 17:00 | Iris: Amortized, Resource Efficient Visualizations of Voluminous Spatiotemporal Datasets (abstract) |
| 17:30 | Agami: Scalable Visual Analytics over Multidimensional Data Streams (abstract) |
View this program: with abstractssession overviewtalk overview
Keynote: Gilles Fedak
| 11:00 | A Survey: Benchmarking and Performance of Modelling of Data-Intensive Applications (abstract) |
| 11:30 | Interpretability of Machine Learning in Accelerator-based High Energy Physics (abstract) |
| 12:00 | Edge-enhanced analytics via latent space dimensionality reduction (abstract) |
Keynote (BDCAT): “Distributed Network Big Data Processing for Knowledge Discovery” by Min Geyong (Exeter Univ., UK)
Break
Keynote: Samee Khan (National Science Foundation, US)
| 16:00 | Enabling Precise Control of a Haptic Device: A Machine Learning Approach (abstract) |
| 16:30 | Concerto: Leveraging Ensembles for Timely, Accurate Model Training Over Voluminous Datasets (abstract) |
| 17:00 | Calculating the Topological Resilience of Supply Chain Networks Using Hopfield Neural Networks (abstract) |
| 17:30 | Simulating Aggregation Algorithms for Empirical Verification of Resilient and Adaptive Federated Learning (abstract) |
View this program: with abstractssession overviewtalk overview
| 09:30 | Deepfake Detection through Deep Learning (abstract) |
| 10:00 | Effects of the Number of Hyperparameters on the Performance of GA-CNN (abstract) |
| 10:30 | A satellite collision avoidance system based on General Regression Neural Network (abstract) |
Keynote (BDCAT): “Integrating Big Data, Data Science and Cyber Security with Applications in Internet of Transportation and Infrastructures” by
Bhavani Thuraisingham (University of Texas, Dallas, US)
Break
Keynote (UCC): “AI and Science Workflow Automation” by Ewa Deelman (USC)
View this program: with abstractssession overviewtalk overview
| 09:00 | An Inter-session Recommendation Framework with Multihop Gated Memory (abstract) |
| 09:30 | Characterizing User Decision based on Argumentative Reviews (abstract) |
| 10:00 | Automated Cognitive Analyses for Intelligent Tutoring Systems (abstract) |