Strategic NPI Optimisation: Solving a MOOP to Mitigate Healthcare Burden and Educational Loss
Poster, Digital Twins and AI in Personalized Healthcare (DT4PH): from Innovation to Implementation and Impact, Leuven, Belgium
Talks and presentations
Ensemble Learning: Building Smarter Models through Collaboration
Talk, BRAIN - AI cafe / online workshop, Belgium
A Tutorial on Smart Process Optimization with Bayesian Optimization: Leveraging AI for Efficient Decision-Making
Tutorial, ECAI2025 - The Engineering School, University of Bologna, Bologna, Italy
Leveraging SUMO for Traffic Twins: Experiences in Urban Traffic Processing
Poster, SUMO User conference - German Aerospace Center (DLR), Berlin-Adlershof, Germany
Integration of simulation and machine learning to predict the traffic in the event of disruptions
Poster, Rencontres Francophones Transport Mobilite (RFTM2024) - Université Libre de Bruxelles (ULB), Brussels, Belgium
Multi-objective optimization of adhesive bonding process in constrained and noisy settings
Talk, International Conference on Optimization and Learning (OLA2023), University of Málaga, Málaga, Spain
Common pitfalls in practical multi-objective optimization
Poster, Flanders Make: CMVPT Conference on Machines, Vehicles and Production Technology, Gent, Belgium
Tree-structured Parzen Estimators With Uncertainty For Hyperparameter Optimization Of Machine Learning Algorithms
Talk, Winter Simulation Conference (WSC2022), Marina Bay Sands Hotel, Singapore
Encore Abstract: Online learning of windmill time series using Long Short-term Cognitive Networks
Talk, Joint International Scientific Conferences on AI and Machine Learning (BNAIC/BeNeLearn2022), Lamot Conference and Heritage Centre, Mechelen, Belgium
Multi-objective hyperparameter optimization with performance uncertainty
Talk, International Conference on Optimization and Learning (OLA2022), Syracusa Faculty of Architecture, Syracusa, Sicilia, Italy
Multi-objective optimization of stochastic experiments
Poster, Flanders Make: CMVPT Conference on Machines, Vehicles and Production Technology, Gent, Belgium
Multi-objective simulation optimization of the adhesive bonding process of materials
Talk, Winter Simulation Conference (WSC2021), JW Marriott Phoenix Desert Ridge Resort & Spa, Phoenix, Arizona, US (virtual)
Majority vote modification to consider the classifier experience on multi-classifier systems
Talk, INTERNATIONAL CONFERENCE ON INFORMATICS AND COMPUTER SCIENCE (CICCI 2018), La Havana, Cuba
Multi-classifier model developed using genetic algorithms to predict arterial hypertension in Cuban children
Talk, V International Workshop on Knowledge Discovery, Knowledge Management and Decision Making. Eureka Workshop, Ciudad de Mexico, Mexico
Genetic Algorithms with diversity measures for the HTA diagnostic in children
Talk, 7mo International Symposium of Arterial Hypertension, Santa Clara, Cuba
Genetic Algorithms with diversity measures for multiple classifier systems
Talk, 10th International Conference on Operations Research, La Havana, Cuba