Publications

Recent publications

Table 1
author year title journal number
L Carini, I Furci, S Sommariva 2026 Sparse Optimization of Cross-Power Spectra in Linear Inverse Models from Brain Connectivity: L. Carini et al. Journal of Optimization Theory and Applications 209 (1), 32
JS Carter, M Leonelli, E Riccomagno, A Ugolini 2025 Staged trees for discrete longitudinal data: JS Carter et al. Metrika 88 (8), 1185-1218
S Sommariva, NP Subramaniyam, L Parkkonen 2025 Cortical parcellation optimized for magnetoencephalography with a clustering technique Scientific Reports 15 (1), 6404
P Ferrari, S Sommariva, M Piana, F Benvenuto, M Varbaro 2025 When algebra twinks system biology: a conjecture on the structure of Gröbner bases in complex chemical reaction networks Bollettino dell’Unione Matematica Italiana 1-16
S Berra, S Sommariva, M Piana, G Caviglia 2025 From Michaelis–Menten parameters to microscopic rate constants: an inversion approach for enzyme kinetics bioRxiv 2025.10. 23.684102
C Razzetta, S Noei, F Barbarossa, E Spairani, M Roascio, E Barbi, … 2025 AI-based modular warning machine for risk identification in proximity healthcare 2025 IEEE International Conference on Metrology for eXtended Reality …
L Carini, S Sommariva, F Famà, L Giorgetti, P Mattioli, B Orso, R Mancini, … 2025 Network based statistics shows that rem sleep behavior disorder and visual hallucinations increase functional connectivity in early dementia with Lewy bodies medRxiv 2025.02. 26.25322839
JS Carter, M Leonelli, E Riccomagno, A Ugolini 2025 Staged trees for discrete longitudinal data Metrika
MA Hahn, K Kohn, O Marigliano, T Pajdla 2025 Order-one rolling shutter cameras Proceedings of the Computer Vision and Pattern Recognition Conference 27007 …
A Bik, O Marigliano 2025 Classifying one-dimensional discrete models with maximum likelihood degree one Advances in Applied Mathematics 170, 102928
S Sahbani, B Bejaoui, E Ottaviani, S Benabdallah, E Riccomagno, … 2024 Performance of different modeling techniques in testing the impact of environmental variables on eel landing in Ichkeul Lake, a RAMSAR Wetland and UNESCO biosphere reserve Regional Studies in Marine Science 77, 103587
F Carli, E Pesce, F Porro, E Riccomagno 2024 Combination of autoregressive graphical models and time series bootstrap methods for risk management in marine insurance Socio-Economic Planning Sciences 92, 101833
S Sahbani, E Ottaviani, H Missaoui, B Béjaoui, E Riccomagno, … 2024 Machine learning techniques for forecasting the effect of climate change and anthropogenic pressures on coastal wetlands (Ichkeul Lake, Ramsar site) Innovation and Technological Advances for Sustainability 88-96
R Rapetti, EC Franchino, S Visca, E Riccomagno, F Porro, D Vittonetto, … 2024 Observed and Perceived Pain: Findings of a Cross-Sectional Study in Hospitalized Subjects Pain Management Nursing 25 (2), 131-136
E Larson, A Gramfort, DA Engemann, J Leppakangas, C Brodbeck, M Jas, … 2024 Mne-python Zenodo
S Berra, A La Torraca, F Benvenuto, S Sommariva 2024 Combined newton-gradient method for constrained root-finding in chemical reaction networks Journal of Optimization Theory and Applications 200 (1), 404-427
G Luria, A Viani, A Pascarella, H Bornfleth, S Sommariva, A Sorrentino 2024 The SESAMEEG package: a probabilistic tool for source localization and uncertainty quantification in M/EEG Frontiers in Human Neuroscience 18, 1359753
G Biddau, G Caviglia, M Piana, S Sommariva 2024 PCA-based synthetic sensitivity coefficients for chemical reaction network in cancer Scientific Reports 14 (1), 17706
F Porro, F Rapallo, S Sommariva 2024 Dimensionality Reduction of Compositional Data with Structural Zeros: A Case Study Scientific Meeting of the Italian Statistical Society 107-112
L Fellin, G Bertagnolli, V Mazzoni, G Anfora, C Agostinelli, … 2024 Detection and characterization of incidental vibrations from Drosophila suzukii in infested fruits Journal of Pest Science 97 (3), 1461-1473
G Pistone, M Shoaib 2024 A unified approach to aitchison’s, dually affine, and transport geometries of the probability simplex Axioms 13 (12), 823
JS Carter, D Rossell, JQ Smith 2024 Partial correlation graphical LASSO Scandinavian Journal of Statistics 51 (1), 32-63
JS Carter, M Leonelli, E Riccomagno, G Varando 2024 Learning Staged Trees from Incomplete Data Proceedings of The 12th International Conference on Probabilistic Graphical …
JS Carter 2024 A note on incorrect inferences in non-binary qualitative probabilistic networks Artificial Intelligence 335, 104180
C Améndola, L Gustafsson, K Kohn, O Marigliano, A Seigal 2024 Differential equations for Gaussian statistical models with rational maximum likelihood estimator SIAM Journal on Applied Algebra and Geometry 8 (3), 465-492

Pre-prints

Table 2
author year title journal number
M Shoaib, E Riccomagno, M Leonelli, G Varando 2026 Estimating Staged Event Tree Models via Hierarchical Clustering on the Simplex arXiv preprint arXiv: :2603.15568
G Pistone, F Rapallo, E Riccomagno 2026 The Fisher score on the closed simplex arXiv preprint arXiv: :2602.07665
A Mapelli, L Carini, F Ieva, S Sommariva 2026 A neighbour selection approach for identifying differential networks in conditional functional graphical models arXiv preprint arXiv: :2601.02292
M Shoaib, ZU Rehman, M Qasim 2026 Comparison of Maximum Likelihood Classification Before and After Applying Weierstrass Transform arXiv preprint arXiv: :2601.04808
M Shoaib, E Riccomagno, M Leonelli, G Varando 2026 Estimating Staged Event Tree Models via Hierarchical Clustering on the Simplex arXiv preprint arXiv: :2603.15568
O Marigliano, E Riccomagno 2025 Markov Combinations of Discrete Statistical Models arXiv preprint arXiv: :2509.18983
F Porro, F Rapallo, S Sommariva 2025 Testing for a common subspace in compositional datasets with structural zeros arXiv preprint arXiv: :2510.22853
C Agostinelli, A Basu, G Bertagnolli, AK Kuchibhotla 2025 A Weighted Likelihood Approach Based on Statistical Data Depths arXiv preprint arXiv: :2507.16998
JS Carter, C Molinari 2025 Existence and optimisation of the partial correlation graphical lasso arXiv preprint arXiv: :2510.25712
JS Carter 2025 Existence of the solution to the graphical lasso arXiv preprint arXiv: :2505.20005

For a full list of publications see the IRIS database.