Recent publications
Article
Prete, A, Abdi, L, Canducci, M, van den Brandhof, EL, Albors-Zumel, A, Jenkinson, C, Gilligan, LC, Zhang, Y, Visser, L, Chortis, V, Najdekr, L, Jankevics, A, Lloyd, GR, Winder, CL, Tsagarakis, S, Lang, K, Macech, M, Fell, V, Vodanovic, ID, Reimondo, G, Marina, LV, Deutschbein, T, Balomenaki, M, O'Reilly, MW, Bednarczuk, T, Dusek, T, Diamantopoulos, A, Asia, M, Kondracka, A, Yu, K, Masjkur, JR, Quinkler, M, Ueland, GÅ, Dennedy, MC, Beuschlein, F, Tabarin, A, Fassnacht, M, Ivovic, M, Terzolo, M, Kastelan, D, Young, Jr., WF, Manolopoulos, KN, Ambroziak, U, Vassiliadi, DA, Bancos, I, Sitch, AJ, Taylor, AE, Tino, P, Biehl, M, Dunn, WB, Arlt, W & ENSAT EURINE-ACT Investigators 2026, 'Endocrine and metabolic determinants of cardiometabolic risk in mild autonomous cortisol secretion', EBioMedicine, vol. 124, 106126. https://doi.org/10.1016/j.ebiom.2026.106126
Vaghari, D, Mohankumar, G, Tan, K, Lowe, A, Shering, C, Tino, P & Kourtzi, Z 2025, 'AI-guided patient stratification improves outcomes and efficiency in the AMARANTH Alzheimer’s Disease clinical trial', Nature Communications, vol. 16, no. 1, 6244. https://doi.org/10.1038/s41467-025-61355-3
Ghosh, S, Baranowski, ES, Biehl, M, Arlt, W, Tiňo, P & Bunte, K 2025, 'Interpretable modelling and visualization of biomedical data', Neurocomputing, vol. 626, 129405. https://doi.org/10.1016/j.neucom.2025.129405
Fong, R, Li, B & Tiňo, P 2025, 'Linear Simple Cycle Reservoirs at the edge of Stability perform Fourier decomposition of the input driving signals', Chaos, vol. 35, no. 4, 043109 . https://doi.org/10.1063/5.0251154
Kohls, G, Elster, EM, Tino, P, Fairchild, G, Stadler, C, Popma, A, Freitag, CM, De Brito, S, Konrad, K & Pauli, R 2025, 'Machine learning reveals sex differences in distinguishing between conduct-disordered and neurotypical youth based on emotion processing dysfunction', BMC Psychiatry, vol. 25, no. 1, 105. https://doi.org/10.1186/s12888-025-06536-6
Taghribi, A, Canducci, M, Mastropietro, M, De rijcke, S, Peletier, RF, Tino, P & Bunte, K 2025, 'More than a void? The detection and characterization of cavities in a simulated galaxy’s interstellar medium', Astronomy and Computing, vol. 51, 100923. https://doi.org/10.1016/j.ascom.2024.100923
Rodan, A, Sanjalawe, Y & Tiňo, P 2025, 'Three-body deterministic optimizer (TBD): a novel non-random, nature-inspired metaheuristic for engineering design and hyperparameter optimization', Evolutionary Intelligence, vol. 18, no. 6, 125. https://doi.org/10.1007/s12065-025-01107-w
James, T, Williamson, B, Tino, P & Wheeler, N 2025, 'Whole-genome phenotype prediction with machine learning: open problems in bacterial genomics', Bioinformatics, vol. 41, no. 7, btaf206. https://doi.org/10.1093/bioinformatics/btaf206
Comment/debate
Yan, M, Huang, C, Bienstman, P, Tino, P, Lin, W & Sun, J 2024, 'Author Correction: Emerging opportunities and challenges for the future of reservoir computing', Nature Communications, vol. 15, no. 1, 9971. https://doi.org/10.1038/s41467-024-54397-6
Conference contribution
Mao, S & Tino, P 2026, From Cooperation to Hierarchy: A Study of Dynamics of Hierarchy Emergence in a Multi-Agent System. in P García-Sánchez, J Díaz Álvarez & A Murphy (eds), Applications of Evolutionary Computation: 29th European Conference, EvoApplications 2026, Held as Part of EvoStar 2026, Toulouse, France, April 8–10, 2026, Proceedings, Part I. 1 edn, Lecture Notes in Computer Science, vol. 16524, Springer, Cham, pp. 199–215, 29th International Conference on the Applications of Evolutionary Computation, Toulouse, France, 8/04/26. https://doi.org/10.1007/978-3-032-23604-3_13
Fong, R, Li, B & Tino, P 2025, Universality of Real Minimal Complexity Reservoir. in T Walsh, J Shah & Z Kolter (eds), AAAI-25 Technical Tracks 16: Thirty-Ninth AAAI Conference on Artificial Intelligence, Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence, Fifteenth Symposium on Educational Advances in Artificial Intelligence. 1 edn, Proceedings of the AAAI Conference on Artificial Intelligence, no. 16, vol. 39, AAAI Press, Washington, DC, pp. 16622-16629, 39th AAAI Conference on Artificial Intelligence, Philadelphia, United States, 25/02/25. https://doi.org/10.48550/arXiv.2408.08071, https://doi.org/10.1609/aaai.v39i16.33826
Adeyemo, H, Bahsoon, R & Tino, P 2024, An Approach for Dynamic Behavioural Prediction and Fault Injection in Cyber-Physical Systems. in BDCAT '23: Proceedings of the IEEE/ACM 10th International Conference on Big Data Computing, Applications and Technologies., 8, Association for Computing Machinery (ACM), BDCAT '23, Taormina (Messina), Italy, 4/12/23. https://doi.org/10.1145/3632366.3632389
Other report
Leslie, DS, Anjos, MF, Anosova, O, Bearon, R, Calder, M, Carrillo, JA, Champneys, A, Coates, T, Cohen, S, Enright, J, Etheridge, A, Higham, D, Jaggi, S, Kurlin, V, Leese, R, Maguire Rajpaul, V, Marr, C, Nemeth, C, Nicolau, D, Offen, C, Pareschi, L, Pereyra, M, Roudi, Y, Schönlieb, C-B, Shumaylov, Z, Silvester, D, Tino, P, Veneziale, S, Walker, B, Woods, D & Yu, Y 2026, Mathematics in the age of artificial intelligence: A primer on key topics in the mathematical sciences that underpin AI. Academy for the Mathematical Sciences. https://doi.org/10.5281/zenodo.20538963
Preprint
Serra, G, Tino, P, Xu, Z & Yao, X 2024 'An Interpretable Alternative to Neural Representation Learning for Rating Prediction: Transparent Latent Class Modeling of User Reviews' arXiv. https://doi.org/10.48550/arXiv.2407.00063
Review article
Yan, M, Huang, C, Bienstman, P, Tino, P, Lin, W & Sun, J 2024, 'Emerging opportunities and challenges for the future of reservoir computing', Nature Communications, vol. 15, no. 1, 2056. https://doi.org/10.1038/s41467-024-45187-1
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