2023
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Dyrland, Kjetil; Lundervold, Alexander Selvikvåg; Porta Mana, PierGianLuca. Does the evaluation stand up to evaluation? A first-principle approach to the evaluation of classifiers. arXiv.org 2023 HVL
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Dyrland, Kjetil; Lundervold, Alexander Selvikvåg; Porta Mana, PierGianLuca. Don't guess what's true: choose what's optimal. A probability transducer for machine-learning classifiers. arXiv.org 2023 HVL
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Porta Mana, PierGianLuca; Mæland, Steffen. Foundations of data science and data-driven engineering. : GitHub/HVL 2023 HVL UiB
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Porta Mana, PierGianLuca; Mæland, Steffen. TEACHING HIGHLIGHT: Foundations of data science and data-driven engineering. The ISBA Bulletin 2023 ;Volume 30.(4) p. 12-14 HVL UiB
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Porta Mana, PierGianLuca; Rye, Ingrid Karlsen; Vik, Alexandra; Kocinski, Marek Michal; Lundervold, Arvid; Lundervold, Astri J.; Lundervold, Alexander Selvikvåg. Personalized prognosis & treatment using optimal predictor machines: An example study on conversion from Mild Cognitive Impairment to Alzheimer's Disease. : Center for Open Science 2023 52 p. HVL UiB
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2022
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Alam, Saruar; Halandur, Bharath; Porta Mana, PierGianLuca; Goplen, Dorota; Lundervold, Arvid; Lundervold, Alexander Selvikvåg. Brain Tumor Segmentation from Multiparametric MRI Using a Multi-encoder U-Net Architecture. Lecture Notes in Computer Science (LNCS) 2022 ;Volume 12963. UiB HAUKELAND HVL
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7. |
Porta Mana, PierGianLuca. Dimensional analysis in relativity and in differential geometry (updated). arXiv.org 2022 HVL
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2020
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8. |
Porta Mana, Piero Giovanni Luca. Dimensional analysis in relativity and in differential geometry. European Journal of Physics 2020 NTNU
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9. |
Porta Mana, Piero Giovanni Luca. The rule of conditional probability is valid in quantum theory. arXiv.org 2020 NTNU
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2019
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10. |
Porta Mana, Piero Giovanni Luca. A relation between log-likelihood and cross-validation log-scores. arXiv.org 2019 NTNU
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11. |
Porta Mana, Piero Giovanni Luca. Affine and convex spaces: blending the analytic and geometric viewpoints. arXiv.org 2019 NTNU
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12. |
Porta Mana, Piero Giovanni Luca. Sampling on the simplex. arXiv 2019 p. 1-6 NTNU
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2018
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13. |
Bachmann, Claudia; Jacobs, Heidi I. L.; Mana, Piero; Dillen, Kim; Richter, Nils; von Reutern, Boris; Dronse, Julian; Onur, Oezguer A.; Langen, Karl-Josef; Fink, Gereon R.; Kukolja, Juraj; Morrison, Abigail. On the Extraction and Analysis of Graphs From Resting-State fMRI to Support a Correct and Robust Diagnostic Tool for Alzheimer's Disease. Frontiers in Neuroscience 2018 ;Volume 12. NTNU
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14. |
Bachmann, Claudia; Porta Mana, PierGianLuca; Morrison, Abigail. Inferring health conditions from fMRI-graph data. bioRxiv 2018 HVL
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15. |
Mana, Piero; Rostami, Vahid; Torre, Emiliano; Roudi, Yasser. Maximum-entropy and representative samples of neuronal activity: a dilemma. arXiv.org 2018 NTNU
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16. |
Porta Mana, PierGianLuca. Quantum theory within the probability calculus: a there-you-go theorem and partially exchangeable models. arXiv.org 2018 HVL
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17. |
Porta Mana, PierGianLuca. Unlearning and Seyab's theorem: a dialogue about updating probability. arXiv.org 2018 HVL
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2017
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18. |
Krishnan, Jeyashree; Porta Mana, PierGianLuca; Helias, Moritz; Diesmann, Markus; Di Napoli, E. A.. Perfect detection of spikes in the linear sub-threshold dynamics of point neurons. Frontiers in Neuroinformatics 2017 HVL
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19. |
Porta Mana, PierGianLuca. Geometry of maximum-entropy proofs: stationary points, convexity, Legendre transforms, exponential families. arXiv.org 2017 HVL
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20. |
Porta Mana, PierGianLuca. Maximum-entropy from the probability calculus: exchangeability, sufficiency. arXiv.org 2017 HVL
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21. |
Porta Mana, PierGianLuca. 26th Annual Computational Neuroscience Meeting (CNS*2017): Part 2. BMC Neuroscience 2017 HVL
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22. |
Rostami, Vahid; Porta Mana, PierGianLuca; Helias, Moritz. Pairwise maximum-entropy models and their Glauber dynamics: bimodality, bistability, non-ergodicity problems, and their elimination via inhibition. PLoS Computational Biology 2017 HVL
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23. |
Zanna, Laure; Porta Mana, PierGianLuca; Anstey, James; Tomos, David; Bolton, T.. Scale-aware deterministic and stochastic parametrizations of eddy-mean flow interaction. Ocean Modelling 2017 HVL
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2015
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24. |
Porta Mana, PierGianLuca; Torre, Emiliano; Rostami, Vahid. Inferences from a network to a subnetwork and vice versa under an assumption of symmetry. bioRxiv 2015 HVL
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2014
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25. |
Porta Mana, PierGianLuca; Zanna, Laure. Toward a stochastic parametrization of ocean mesoscale eddies. Ocean Modelling 2014 HVL
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2011
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26. |
Porta Mana, PierGianLuca. Conjectures and questions in convex geometry: of interest for quantum theory and other physical statistical theories. arXiv.org 2011 HVL
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27. |
Porta Mana, PierGianLuca; Lewis, P. G.. On two recent conjectures in convex geometry. arXiv.org 2011 HVL
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2010
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28. |
Porta Mana, PierGianLuca. In favour of the time variable in classical thermoDYNAMICS. arXiv.org 2010 HVL
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2009
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29. |
Porta Mana, PierGianLuca. On the relation between plausibility logic and the maximum-entropy principle: a numerical study. arXiv.org 2009 HVL
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2008
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30. |
Brodin, G.; Marklund, M.; Zamanian, J.; Ericsson, Åsa; Porta Mana, PierGianLuca. Effects of the g-factor in semi-classical kinetic plasma theory. Physical Review Letters 2008 HVL
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2007
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31. |
Porta Mana, PierGianLuca. Studies in plausibility theory, with applications to physics. Kungliga Tekniska högskolan 2007 124 p. HVL
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32. |
Porta Mana, PierGianLuca; Månsson, Anders; Björk, Gunnar. Numerical Bayesian state assignment for a quantum three-level system. II. Average-value data with a constant, a Gaussian-like, and a Slater prior. arXiv.org 2007 HVL
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33. |
Porta Mana, PierGianLuca; Månsson, Anders; Björk, Gunnar. The Laplace-Jaynes approach to induction. arXiv.org 2007 HVL
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2006
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34. |
Porta Mana, PierGianLuca; Månsson, Anders; Björk, Gunnar. Numerical Bayesian state assignment for a three-level quantum system. I. Absolute-frequency data, constant and Gaussian-like priors. arXiv.org 2006 HVL
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35. |
Porta Mana, PierGianLuca; Månsson, Anders; Björk, Gunnar. 'Plausibilities of plausibilities': an approach through circumstances. arXiv.org 2006 HVL
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2005
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36. |
Porta Mana, PierGianLuca; Månsson, Anders; Björk, Gunnar. On distinguishability, orthogonality, and violations of the second law: contradictory assumptions, contrasting pieces of knowledge. arXiv.org 2005 HVL
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2004
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37. |
Porta Mana, PierGianLuca. Distinguishability of non-orthogonal density matrices does not imply violations of the second law. arXiv.org 2004 HVL
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38. |
Porta Mana, PierGianLuca. Probabilistic properties of non-deterministic physical systems (probability tables). Quantum Theory: Reconsideration of Foundations 2; 2004-06-01 HVL
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39. |
Porta Mana, PierGianLuca; Björk, Gunnar. Schrödinger-cat states: size classification based on evolution or dissipation. Proceedings of SPIE, the International Society for Optical Engineering 2004 HVL
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2003
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40. |
Porta Mana, PierGianLuca. Consistency of the Shannon entropy in quantum experiments. Physical Review A (PRA) 2003 HVL
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41. |
Porta Mana, PierGianLuca. Why can states and measurement outcomes be represented as vectors?. arXiv.org 2003 HVL
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42. |
Porta Mana, PierGianLuca; Björk, Gunnar. A size criterion for macroscopic superposition states. Journal of Optics B: Quantum and Semiclassical Optics 2003 HVL
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2000
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43. |
Porta Mana, PierGianLuca; Cadoni, Mariano. Hamiltonians for a general dilaton gravity theory on a spacetime with a non-orthogonal, timelike or spacelike outer boundary. Classical and Quantum Gravity 2000 ;Volume 18. p. 779- HVL
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