| 2021 | Towards Explainable Metaheuristics: PCA for Trajectory Mining in Evolutionary Algorithms. | Martin Fyvie, John A. W. McCall, Lee A. Christie |
| 2021 | Towards Publishing Ontology-Based Data Quality Metadata of Open Data. | Iker Esnaola-Gonzalez |
| 2021 | Semi-Supervised Detection of Algorithmically Generated Domains using Neural Network-Based Autoencoders. | Federico Cruciani, Samuel J. Moore, Bronagh Quigley, Sadiq Sani |
| 2021 | Named Entity Recognition and Relation Extraction for COVID-19: Explainable Active Learning with Word2vec Embeddings and Transformer-Based BERT Models. | Mercedes Argello Casteleiro, Nava Maroto, Chris Wroe, Carlos Sevillano Torrado, Chloe Henson, Jose Julio Des Diz, Maria Jesus Fernandez Prieto, Thomas Furmston, Diego Maseda-Fernandez, Manoj Kulshrestha, Robert Stevens, John A. Keane, Simon Peters |
| 2021 | ORACLE: End-to-End Model Based Reinforcement Learning. | Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo |
| 2021 | Patients Forecasting in Emergency Services by Using Machine Learning and Exogenous Variables. | Hugo lvarez-Chaves, David F. Barrero, Mario Cobos, Mara Dolores Rodrguez-Moreno |
| 2021 | Parkinson's Disease Tremor Severity Classification - A Comparison Between ON and OFF Medication State. | Ghayth AlMahadin, Ahmad Lotfi, Marie Mc Carthy, Philip Breedon |
| 2021 | Bayesian Hyper-Parameter Optimization for Malware Detection. | Fahad T. AlGorain, John A. Clark |
| 2021 | Addressing the Challenge of Data Heterogeneity Using a Homogeneous Feature Vector Representation: A Study Using Time Series and Cardiovascular Disease Classification. | Hanadi Aldosari, Frans Coenen, Gregory Yoke Hong Lip, Yalin Zheng |
| 2021 | Detection of Brain Tumour Using Deep Learning. | Waqar Ahmed, Savas Konur |
| 2021 | Modelling Emotion Dynamics in Chatbots with Neural Hawkes Processes. | Ahmed Abouzeid, Ole-Christoffer Granmo, Morten Goodwin |
| 2021 | On the Generalization Abilities of Fine-Tuned Commonsense Language Representation Models. | Ke Shen, Mayank Kejriwal |
| 2020 | Exposing Students to New Terminologies While Collecting Browsing Search Data (Best Technical Paper). | Omar Zammit, Serengul Smith, David Windridge, Clifford De Raffaele |
| 2020 | Leveraging Anomaly Detection for Proactive Application Monitoring. | Shyam Zacharia |
| 2020 | Personalised Meta-Learning for Human Activity Recognition with Few-Data. | Anjana Wijekoon, Nirmalie Wiratunga |
| 2020 | The Use of Max-Sat for Optimal Choice of Automated Theory Repairs. | Marius Urbonas, Alan Bundy, Juan Casanova, Xue Li |
| 2020 | Mining Interpretable Rules for Sentiment and Semantic Relation Analysis Using Tsetlin Machines. | Rupsa Saha, Ole-Christoffer Granmo, Morten Goodwin |
| 2020 | Investigating the Use of Machine Learning for South African Edible Garnish Yield Prediction. | Yolandi Le Roux, Jacomine Grobler |
| 2020 | Accelerating the Training of an LP-SVR Over Large Datasets. | Pablo Rivas-Perea |
| 2020 | Combining Bandits and Lexical Analysis for Document Retrieval in a Juridical Corpora. | Filipo Studzinski Perotto, Nicolas Verstaevel, Imen Trabelsi, Laurent Vercouter |
| 2020 | A Metaheuristic Search Technique for Solving the Warehouse Stock Management Problem and the Routing Problem in a Real Company. | Christian Prez, Miguel A. Salido, David Gurrea |
| 2020 | Ensemble-Based Relationship Discovery in Relational Databases. | Akinola Ogunsemi, John A. W. McCall, Mathias Kern, Benjamin Lacroix, David Corsar, Gilbert Owusu |
| 2020 | Weather Downtime Prediction in a South African Port Environment. | Nyiko Cecil Musisinyani, Jacomine Grobler, Mard Helbig |
| 2020 | Maintaining Curated Document Databases Using a Learning to Rank Model: The ORRCA Experience. | Iqra Muhammad, Danushka Bollegala, Frans Coenen, Carrol Gamble, Anna Kearney, Paula Williamson |
| 2020 | ReLEx: Regularisation for Linear Extrapolation in Neural Networks with Rectified Linear Units. | Enrico Lopedoto, Tillman Weyde |