Towards Understanding ICU Treatments Using Patient Health Trajectories. - Alexander Galozy; Slawomir Nowaczyk; Anita Pinheiro Sant'Anna (KR4HC/ProHealth/TEAAM@AIME, 2019)

Corrupted Contextual Bandits with Action Order Constraints. - Alexander Galozy; Slawomir Nowaczyk; Mattias Ohlsson (CoRR, 2020)

Pitfalls of medication adherence approximation through EHR and pharmacy records: Definitions, data and computation. - Alexander Galozy; Slawomir Nowaczyk; Anita Pinheiro Sant'Anna; Mattias Ohlsson; Markus Lingman (Int. J. Medical Informatics, 2020)

Prediction and pattern analysis of medication refill adherence through electronic health records and dispensation data. - Alexander Galozy; Slawomir Nowaczyk (J. Biomed. Informatics X, 2020)

Lonely road: speculative challenges for a social media robot aimed to reduce driver loneliness. - Felipe Valle; Alexander Galozy; Awais Ashfaq; Kobra Etminani; Alexey V. Vinel; Martin Cooney (ICWSM Workshops, 2021)

Beyond Random Noise: Insights on Anonymization Strategies from a Latent Bandit Study. - Alexander Galozy; Sadi Alawadi; Victor R. Kebande; Slawomir Nowaczyk (CoRR, 2023)

Information-gathering in latent bandits. - Alexander Galozy; Slawomir Nowaczyk (Knowl. Based Syst., 2023)

Mobile Health Interventions through Reinforcement Learning - Alexander Galozy (2023)

A new bandit setting balancing information from state evolution and corrupted context. - Alexander Galozy; Slawomir Nowaczyk; Mattias Ohlsson (Data Min. Knowl. Discov., 2025)