Interests
- Responsible AI
- AI for sustainability
- Recommender systems
- Hybrid intelligence
- Simulation intelligence
Publications
- Challenging Systematic Prejudices: An Investigation into Bias Against Women and Girls (2024)
- Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos? (2022)
- A daily to seasonal Arctic sea ice forecasting AI (2021)
- PEEK: A Large Dataset of Learner Engagement with Educational Videos (2021)
- Progress in Self-Certified Neural Networks (2021)
- Seasonal Arctic sea ice forecasting with probabilistic deep learning (2021)
- Active Sampling for Pairwise Comparisons via Approximate Message Passing and Information Gain Maximization (2020)
- Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality (2020)
- TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational Resources (2020)
- VLEngagement: A dataset of scientific video lectures for evaluating population-based engagement (2020)
- Exploiting Synthetically Generated Data with Semi-Supervised Learning for Small and Imbalanced Datasets (2019)
- From pairwise comparisons and rating to a unified quality scale (2019)
- Towards an Integrative Educational Recommender for Lifelong Learners (2019)
- Psychometric scaling of TID2013 dataset (2018)
- A practical guide and software for analysing pairwise comparison experiments (2017)
- A semi-supervised system for weed mapping in sunflower crops using unmanned aerial vehicles and a crop row detection method (2015)
- Ordinal regression methods: survey and experimental study (2015)
- Graph-based approaches for over-sampling in the context of ordinal regression (2014)