| 2019 | Exploring the Automatisation of Animal Health Surveillance Through Natural Language Processing. | Mercedes Argello Casteleiro, Phil H. Jones, Sara Robertson, Richard M. Irvine, Fin Twomey, Goran Nenadic |
| 2019 | Stochastic Local Search Based Feature Selection for Intrusion Detection. | Dalila Boughaci |
| 2019 | A General Approach to Exploit Model Predictive Control for Guiding Automated Planning Search in Hybrid Domains. | Faizan Bhatti, Diane E. Kitchin, Mauro Vallati |
| 2019 | Towards Model-Based Reinforcement Learning for Industry-Near Environments. | Per-Arne Andersen, Morten Goodwin, Ole-Christoffer Granmo |
| 2019 | Building Knowledge Intensive Architectures for Heterogeneous NLP Workflows. | Kareem Amin, Stelios Kapetanakis, Nikolaos Polatidis, Klaus-Dieter Althoff, Andreas Dengel, Miltos Petridis |
| 2019 | Effective Sub-Sequence-Based Dynamic Time Warping. | Mohammed Alshehri, Frans Coenen, Keith Dures |
| 2019 | A Multi-objective Design of In-Building Distributed Antenna System Using Evolutionary Algorithms. | Khawla AlShanqiti, Kin Fai Poon, Siddhartha Shakya, Andrei Sleptchenko, Anis Ouali |
| 2019 | Improving the Adaptation Process for a New Smart Home User. | S. M. Murad Ali, Juan Carlos Augusto, David Windridge |
| 2019 | Contributing Features-Based Schemes for Software Defect Prediction. | Aftab Ali, Mamun I. Abu-Tair, Joost Noppen, Sally I. McClean, Zhiwei Lin, Ian R. McChesney |
| 2019 | Hybrid Feature Selection Method for Improving File Fragment Classification. | Alia Algurashi, Wenjia Wang |
| 2019 | Motif Discovery in Long Time Series: Classifying Phonocardiograms. | Hajar Al-Hujailan, Frans Coenen |
| 2018 | Human Motion Recognition Using 3D-Skeleton-Data and Neural Networks. | Jan P. Vox, Frank Wallhoff |
| 2018 | Modelling Trust Between Users and AI. | Simon G. Thompson |
| 2018 | Rule-Mining and Clustering in Business Process Analysis. | Paul N. Taylor, Stephanie Kiss |
| 2018 | Beat the Bookmaker - Winning Football Bets with Machine Learning (Best Application Paper). | Johannes Stbinger, Julian Knoll |
| 2018 | Confidence in Random Forest for Performance Optimization. | Kennedy Senagi, Nicolas Jouandeau |
| 2018 | Computational Complexity Analysis of Decision Tree Algorithms. | Habiba Muhammad Sani, Ci Lei, Daniel Neagu |
| 2018 | A Strategical Path Planner for UGV-UAV Cooperation in Mars Terrains. | Fernando Ropero, Pablo Muoz, Mara D. R.-Moreno |
| 2018 | A Versatile Executive Based on T-REX for Any Robotic Domain. | Fernando Ropero, Pablo Muoz, Mara D. R.-Moreno |
| 2018 | Directed Recursion Search: A Directed DFS for Online Pathfinding in Random Grid-Based Environments. | Paul M. Roberts |
| 2018 | Spotting Earnings Manipulation: Using Machine Learning for Financial Fraud Detection. | Kumar Rahul, Nandini Seth, U. Dinesh Kumar |
| 2018 | Tuning the Discount Factor in Order to Reach Average Optimality on Deterministic MDPs. | Filipo Studzinski Perotto, Laurent Vercouter |
| 2018 | Autonomous Swarm Agents Using Case-Based Reasoning. | Daniel O'Connor, Stelios Kapetanakis, Georgios Samakovitis, Michael W. Floyd, Santiago Ontan, Miltos Petridis |
| 2018 | Forecasting Student's Preference in E-learning Systems. | Paulo Novais, Filipe Gonalves, Dalila Dures |
| 2018 | Identifying Variables to Define Innovator Group in the Healthy Food Industry: A Fuzzy Approach. | Pooja Mohanty, Nuria Agell Jane, Monica Casabayo Bonas |