Blar i ODA Open Digital Archive på forfatter "Lind, Pedro"
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Transition from endemic behavior to eradication of malaria due to combined drug therapies: an agent-model approach
Sequeira, Joao; Louca, Jorge; Mendes, Antonio; Lind, Pedro (Journal of Theoretical Biology;Volume 484, 7 January 2020, 110030, Journal article; Peer reviewed, 2019-09-26)We introduce an agent-based model describing a susceptible-infectious-susceptible (SIS) system of humans and mosquitoes to predict malaria epidemiological scenarios in realistic biological conditions. Emphasis is given to ... -
Trustworthy machine learning in the context of security and privacy
Upreti, Ramesh; Lind, Pedro; Elmokashfi, Ahmed; Yazidi, Anis (Peer reviewed; Journal article, 2024)Artificial intelligence-based algorithms are widely adopted in critical applications such as healthcare and autonomous vehicles. Mitigating the security and privacy issues of AI models, and enhancing their trustworthiness ... -
Using eye tracker data to assess human empathy and attention
Dubas, Marta (ACIT;2022, Master thesis, 2022)In this thesis we explore up to which extent eye pupil diameter, measured through an eye tracking device, reflects levels of empathy among individuals during a specific task performance. The analysis is conducted based on ... -
Using the Hurst Exponent and Entropy Measures to Predict Effective Transmissibility in Empirical Series of Malaria Incidence
Sequeira, Joao; Louca, Jorge; Mendes, Antonio; Lind, Pedro (Applied Sciences;Volume 12 / Issue 1, Peer reviewed; Journal article, 2022-01-05)We analyze the empirical series of malaria incidence, using the concepts of autocorrelation, Hurst exponent and Shannon entropy with the aim of uncovering hidden variables in those series. From the simulations of an agent ...