Publications @Statistics

2026

Koller, P. , Prenosil, G. A. , Shi, K. , Cavinato, L. (2026).
Large Language Models Are Reshaping Patient Data Management and Clinical Practice in Nuclear Medicine, PET Clinics, vol. 21(1), 33-42.

2025

Alberts, I. L. , Xue, S. , Sari, H. , Cavinato, L. , Prenosil, G. , Afshar-Oromieh, A. , et al (2025).
Long-axial field-of-view PET/CT improves radiomics feature reliability, European Journal of Nuclear Medicine and Molecular Imaging, vol. 52(3), 1004-1016.

Ammirabile, A. , Cavinato, L. , Ferro, C. A. P. , Fiz, F. , Savino, M. S. , Russolillo, N. , et al (2025).
CT-radiomics and pathological tumor response to systemic therapy: A predictive analysis for colorectal liver metastases. Development and internal validation of a clinical-radiomic model, European Journal of Surgical Oncology, vol. 51(3), 109557.

Briz-Redón, Á. , Menafoglio, A. (2025).
Biologically Informed Clustering of Gene Expression Density Patterns and Identification of Spatially Variable Genes, Journal of Agricultural.

Burzacchi, A. , Rossi, L. , Agasisti, T. , Paganoni, A. M. , Vantini, S. (2025).
Urban mobility and learning: analyzing the influence of commuting time on students’ GPA at Politecnico di Milano, Studies in Higher Education, vol. 50(7), 1339-1364.

Burzacchi, A. , Landrò, M. , Vantini, S. (2025).
Monitoring road infrastructure from satellite images in Greater Maputo, Statistical Methods & Applications, vol. 34(1), 69-90.

Caldera, L. , Masci, C. , Cappozzo, A. , Forlani, M. , Antonelli, B. , Leoni, O. , et al (2025).
Uncovering mortality patterns and hospital effects in COVID-19 heart failure patients: a novel multilevel logistic cluster-weighted modeling approach, Biometrics, vol. 81(2).

Castiglione, C. , Arnone, E. , Bernardi, M. , Farcomeni, A. , Sangalli, L. M. (2025).
PDE-regularised spatial quantile regression, Journal of Multivariate Analysis, vol. 205, 105381.

Cavinato, L. , Hong, J. , Wartenberg, M. , Reinhard, S. , Seifert, R. , Zunino, P. , et al (2025).
Unveiling the biological side of PET-derived biomarkers: a simulation-based approach applied to PDAC assessment, European Journal of Nuclear Medicine and Molecular Imaging, vol. 52(5), 1708-1722.

Cernuschi, A. L. , Masci, C. , Corso, F. , Muccini, C. , Ceccarelli, D. , Galli, L. , et al (2025).
A neural-network approach for predicting time to cardiovascular diseases in HIV patients based on real-world data, Operational Research, vol. 25(4).

De Sanctis, M. F. , Di Battista, I. , Arnone, E. , Castiglione, C. , Palummo, A. , Bernardi, M. , et al (2025).
Exploring nitrogen dioxide spatial concentration via physics-informed multiple quantile regression, Environmental and Ecological Statistics, vol. 32(3), 855-892.

Di Battista, I. , De Sanctis, M. F. , Arnone, E. , Castiglione, C. , Palummo, A. , Sangalli, L. M. (2025).
A semiparametric space-time quantile regression model, Journal of Nonparametric Statistics, 1-32.

Ferrari, L. , Manzi, G. , Micheletti, A. , Nicolussi, F. , Salini, S. (2025).
Pandemic data quality modelling: a Bayesian approach in the Italian case, Quality & Quantity, vol. 59(1), 87-109.

Gregorio, C. , Barbati, G. , Scagnetto, A. , Lenarda, A. d. , Ieva, F. (2025).
Wavelet-Mixed Landmark Survival Models for the Effect of Short-Term Changes of Potassium in Heart Failure Patients, Biometrical Journal, vol. 67(2).

Ieva, F. , Ronzulli, M. , Romo, J. , Paganoni, A. M. (2025).
A Spearman dependence matrix for multivariate functional data, Journal of Nonparametric Statistics, vol. 37(1), 82-104.

Koechlin, G. , Bovera, F. , Secchi, P. (2025).
Strategic bidding in pay-as-bid power reserve markets: A machine learning approach, Energy Economics, vol. 150, 108780.

Panzeri, S. , Clemente, A. , Arnone, E. , Mateu, J. , Sangalli, L. M. (2025).
Spatio-temporal intensity estimation for inhomogeneous Poisson point processes on linear networks: A roughness penalty method, Spatial Statistics, vol. 69, 100912.

Patanè, G. , Bortolotti, T. , Yordanov, V. , Biagi, L. G. A. , Brovelli, M. A. , Truong, X. Q. , et al (2025).
An interpretable and transferable model for shallow landslides detachment combining spatial Poisson point processes and generalized additive models, Stochastic Environmental Research and Risk Assessment, vol. 39(4), 1723-1740.

Patanè, G. , Nicolussi, F. , Krauth, A. , Gauglitz, G. , Colosimo, B. M. , Dedè, L. , et al (2025).
Functional-Ordinal Canonical Correlation Analysis with Application to Data from Optical Sensors, Technometrics, 1-15.

Pivato, C. A. , Cozzi, O. , Fontana, N. , Ieva, F. , Condorelli, G. , Godino, C. , et al (2025).
Clinical outcomes of percutaneous coronary interventions after transcatheter aortic valve replacement, European Heart Journal Open, vol. 5(5).

Pivato, C. A. , Inversetti, A. , Condorelli, G. , Chieffo, A. , Levi-Setti, P. E. , Latini, A. C. , et al (2025).
Cardiovascular safety of assisted reproductive technology: a meta-analysis, European Heart Journal, vol. 46(8), 687-698.

Pivato, C. A. , Di Angelantonio, E. , Tartaglia, F. , Condorelli, G. , Fontana, N. , Ieva, F. , et al (2025).
Impact of Valve Frame Height on PCI Outcomes After TAVR, JACC: Cardiovascular Interventions.

Pivato, C. A. , Cozzi, O. , Fontana, N. , Ieva, F. , Condorelli, G. , Godino, C. , et al (2025).
Clinical outcomes of percutaneous coronary interventions after transcatheter aortic valve replacement, European Heart Journal Open, vol. 5(5).

Rigamonti, V. , Torri, V. , Morris, S. K. , Ieva, F. , Giaquinto, C. , Donà, D. , et al (2025).
Real-world effectiveness of influenza vaccination in preventing influenza and influenza-like illness in children, Vaccine, vol. 53, 126946.

Ruggeri, F. , Banks, D. , Cleveland, W. S. , Fisher, N. I. , Escobar-Anel, M. , Giudici, P. , et al (2025).
Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?, Applied Stochastic Models in Business and Industry, vol. 41(2).

Viganò, L. , Zanuso, V. , Fiz, F. , Cerri, L. , Laino, M. E. , Ammirabile, A. , et al (2025).
CT-based radiogenomics of intrahepatic cholangiocarcinoma, Digestive and Liver Disease, vol. 57(1), 118-124.

2024

Bissacco, D. , Bellosta, R. , Domanin, M. , Primo, R. , Mandigers, T. J. , Savarè, L. , et al (2024).
A propensity score matching analysis comparing vascular patients in two different COVID-19 waves, Italian Journal of Vascular and Endovascular Surgery, vol. 31(1), 19-26.

Bortolotti, T. , Peli, R. , Lanzano, G. , Sgobba, S. , Menafoglio, A. (2024).
Weighted Functional Data Analysis for the Calibration of a Ground Motion Model in Italy, Journal of the American Statistical Association, vol. 119(547), 1697-1708.

Calissano, A. , Feragen, A. , Vantini, S. (2024).
Populations of unlabelled networks: graph space geometry and generalized geodesic principal components, Biometrika, vol. 111(1), 147-170.

Cavazzutti, M. , Arnone, E. , Ferraccioli, F. , Galimberti, C. , Finos, L. , Sangalli, L. M. (2024).
Sign-flip inference for spatial regression with differential regularisation, Stat, vol. 13(3).

Di Iorio, J. , Vantini, S. (2024).
funLOCI: A Local Clustering Algorithm for Functional Data, Journal of Classification, vol. 41(3), 514-532.

Domanin, D. A. , Pegoraro, M. , Trimarchi, S. , Domanin, M. , Secchi, P. (2024).
Persistence diagrams for exploring the shape variability of abdominal aortic aneurysms, Scientific Reports, vol. 14(1).

Fiz, F. , Rossi, N. , Langella, S. , Conci, S. , Serenari, M. , Ardito, F. , et al (2024).
Radiomics of Intrahepatic Cholangiocarcinoma and Peritumoral Tissue Predicts Postoperative Survival: Development of a CT-Based Clinical-Radiomic Model, Annals of Surgical Oncology, vol. 31(9), 5604-5614.

Fiz, F. , Ragaini, E. M. , Sirchia, S. , Masala, C. , Viganò, S. , Francone, M. , et al (2024).
Radiomic Gradient in Peritumoural Tissue of Liver Metastases: A Biomarker for Clinical Practice? Analysing Density, Entropy, and Uniformity Variations with Distance from the Tumour, Diagnostics, vol. 14(14), 1552.

Fontana, M. , Tavoni, M. , Vantini, S. (2024).
Global sensitivity and domain-selective testing for functional-valued responses: An application to climate economy models, Environmetrics, vol. 35(6).

Fontana, M. , Bernardi, M. S. , Cigna, F. , Tapete, D. , Menafoglio, A. , Vantini, S. (2024).
Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions, Remote Sensing, vol. 16(7), 1191.

Galliani, G. , Secchi, P. , Ieva, F. (2024).
Estimation of dynamic Origin–Destination matrices in a railway transportation network integrating ticket sales and passenger count data, Transportation Research Part A: Policy and Practice, vol. 190, 104246.

Gelardi, F. , Cavinato, L. , De Sanctis, R. , Ninatti, G. , Tiberio, P. , Rodari, M. , et al (2024).
The Predictive Role of Radiomics in Breast Cancer Patients Imaged by [18F]FDG PET: Preliminary Results from a Prospective Cohort, Diagnostics, vol. 14(20), 2312.

Gregorio, C. , Rea, F. , Ieva, F. , Scagnetto, A. , Indennidate, C. , Cappelletto, C. , et al (2024).
Flexible Approaches Based on Multistate Models and Microsimulation to Perform Real-World Cost-Effectiveness Analyses: An Application to Proprotein Convertase Subtilisin-Kexin Type 9 Inhibitors, Value in Health, vol. 27(7), 897-906.

Hong, J. , Bae, S. , Cavinato, L. , Seifert, R. , Ryhiner, M. , Rominger, A. , et al (2024).
Deciphering the effects of radiopharmaceutical therapy in the tumor microenvironment of prostate cancer: an in-silico exploration with spatial transcriptomics, Theranostics, vol. 14(18), 7122-7139.

Masci, C. , Ieva, F. , Paganoni, A. M. (2024).
Inferential Tools for Assessing Dependence Across Response Categories in Multinomial Models with Discrete Random Effects, Journal of Classification, vol. 41(3), 591-619.

Morabito, G. , Gregorio, C. , Ieva, F. , Barbati, G. , Mancia, G. , Corrao, G. , et al (2024).
Cost-effectiveness of single-pill and separate-pill administration of antihypertensive triple combination therapy: a population-based microsimulation study, BMC Public Health, vol. 24(1).

Nicolussi, F. , Cazzaro, M. , Rudas, T. (2024).
Improving the power of hypothesis tests in sparse contingency tables, Statistical Papers, vol. 65(3), 1841-1867.

Palummo, A. , Arnone, E. , Formaggia, L. , Sangalli, L. M. (2024).
Functional principal component analysis for incomplete space–time data, Environmental and Ecological Statistics, vol. 31(2), 555-582.

Scotti, F. , Flori, A. , Secchi, P. , Arena, M. , Azzone, G. (2024).
Exploring drivers of overnight stays and same-day visits in the tourism sector, Scientific Reports, vol. 14(1).

Sgobba, S. , Felicetta, C. , Bortolotti, T. , Menafoglio, A. , Lanzano, G. , Pacor, F. (2024).
A geostatistical modelling of empirical amplification functions and related site proxies for shaking scenarios in central Italy, Soil Dynamics and Earthquake Engineering, vol. 179, 108496.

Spreafico, M. , Ieva, F. , Fiocco, M. (2024).
Causal effect of chemotherapy received dose intensity on survival outcome: a retrospective study in osteosarcoma, BMC Medical Research Methodology, vol. 24(1).

Spreafico, M. , Ieva, F. , Fiocco, M. (2024).
Longitudinal latent overall toxicity (LOTox) profiles in osteosarcoma: a new taxonomy based on latent Markov models, Statistical Methods & Applications, vol. 33(5), 1451-1482.

Tentori, C. A. , Gregorio, C. , Robin, M. , Gagelmann, N. , Gurnari, C. , Ball, S. , et al (2024).
Clinical and Genomic-Based Decision Support System to Define the Optimal Timing of Allogeneic Hematopoietic Stem-Cell Transplantation in Patients With Myelodysplastic Syndromes, Journal of Clinical Oncology, vol. 42(24), 2873-2886.

Tomasetto, M. , Arnone, E. , Sangalli, L. M. (2024).
Modeling Anisotropy and Non-Stationarity Through Physics-Informed Spatial Regression, Environmetrics, vol. 35(8).

Torri, V. , Ercolanoni, M. , Bortolan, F. , Leoni, O. , Ieva, F. (2024).
A NLP-based semi-automatic identification system for delays in follow-up examinations: an Italian case study on clinical referrals, BMC Medical Informatics and Decision Making, vol. 24(1).

2023

Abramowicz, K. , Pini, A. , Schelin, L. , Sjöstedt de Luna, S. , Stamm, A. , Vantini, S. (2023).
Domain Selection and Familywise Error Rate for Functional Data: A Unified Framework, Biometrics, vol. 79(2), 1119-1132.

Abramowicz, K. , Pini, A. , Schelin, L. , Sjöstedt De Luna, S. , Stamm, A. , Vantini, S. (2023).
Domain Selection and Familywise Error Rate for Functional Data: A Unified Framework, Biometrics, vol. 79(2), 1119-1132.

Ajroldi, N. , Diquigiovanni, J. , Fontana, M. , Vantini, S. (2023).
Conformal prediction bands for two-dimensional functional time series, Computational Statistics & Data Analysis, vol. 187, 107821.

Arnone, E. , Negri, L. , Panzica, F. , Sangalli, L. M. (2023).
Analyzing Data in Complicated 3D Domains: Smoothing, Semiparametric Regression, and Functional Principal Component Analysis, Biometrics, vol. 79(4), 3510-3521.

Arnone, E. , Sangalli, L. M. , Vicini, A. (2023).
Smoothing spatio-temporal data with complex missing data patterns, Statistical Modelling, vol. 23(4), 327-356.

Arnone, E. , De Falco, C. , Formaggia, L. , Meretti, G. , Sangalli, L. M. (2023).
Computationally efficient techniques for spatial regression with differential regularization, International Journal of Computer Mathematics, vol. 100(10), 1971-1991.

Barbi, C. , Menafoglio, A. , Secchi, P. (2023).
An object-oriented approach to the analysis of spatial complex data over stream-network domains, Spatial Statistics, vol. 58, 100784.

Capezza, C. , Centofanti, F. , Lepore, A. , Menafoglio, A. , Palumbo, B. , Vantini, S. (2023).
funcharts: control charts for multivariate functional data in R, Journal of Quality Technology, vol. 55(5), 566-583.

Cavinato, L. , Massi, M. C. , Sollini, M. , Kirienko, M. , Ieva, F. (2023).
Dual adversarial deconfounding autoencoder for joint batch-effects removal from multi-center and multi-scanner radiomics data, Scientific Reports, vol. 13(1).

Cavinato, L. , Gozzi, N. , Sollini, M. , Kirienko, M. , Carlo-Stella, C. , Rusconi, C. , et al (2023).
Explainable domain transfer of distant supervised cancer subtyping model via imaging-based rules extraction, Artificial Intelligence in Medicine, vol. 138, 102522.

Cavinato, L. , Sollini, M. , Ragni, A. , Bartoli, F. , Zanca, R. , Pasqualetti, F. , et al (2023).
Radiomics-Based Inter-Lesion Relation Network to Describe [18F]FMCH PET/CT Imaging Phenotypes in Prostate Cancer, Cancers, vol. 15(3), 823.

Centofanti, F. , Colosimo, B. M. , Grasso, M. L. , Menafoglio, A. , Palumbo, B. , Vantini, S. (2023).
Robust functional ANOVA with application to additive manufacturing, Journal of the Royal Statistical Society Series C: Applied Statistics, vol. 72(5), 1210-1234.

Centofanti, F. , Lepore, A. , Menafoglio, A. , Palumbo, B. , Vantini, S. (2023).
Adaptive smoothing spline estimator for the function-on-function linear regression model, Computational Statistics, vol. 38(1), 191-216.

Clementi, L. , Arnone, E. , Santambrogio, M. D. , Franceschetti, S. , Panzica, F. , Sangalli, L. M. (2023).
Anatomically compliant modes of variations: New tools for brain connectivity, PLOS ONE, vol. 18(11), e0292450.

Costa, G. , Cavinato, L. , Fiz, F. , Sollini, M. , Chiti, A. , Torzilli, G. , et al (2023).
Mapping Tumor Heterogeneity via Local Entropy Assessment: Making Biomarkers Visible, Journal of Digital Imaging, vol. 36(3), 1038-1048.

Elías, A. , Jiménez, R. , Paganoni, A. M. , Sangalli, L. M. (2023).
Integrated Depths for Partially Observed Functional Data, Journal of Computational and Graphical Statistics, vol. 32(2), 341-352.

Ferraccioli, F. , Sangalli, L. M. , Finos, L. (2023).
Nonparametric tests for semiparametric regression models, TEST, vol. 32(3), 1106-1130.

Fontana, M. , Zeni, G. , Vantini, S. (2023).
Conformal prediction: A unified review of theory and new challenges, Bernoulli, vol. 29(1), 1-23.

Gatti, F. , Bonaventura, L. , Menafoglio, A. , Papini, M. , Longoni, L. (2023).
A fully coupled superficial runoff and soil erosion basin scale model with efficient time stepping, Computers & Geosciences, vol. 177, 105362.

Hron, K. , Machalová, J. , Menafoglio, A. (2023).
Bivariate densities in Bayes spaces: orthogonal decomposition and spline representation, Statistical Papers, vol. 64(5), 1629-1667.

Lu, J. , Clement, C. , Hong, J. , Wang, M. , Li, X. , Cavinato, L. , et al (2023).
Improved interpretation of 18F-florzolotau PET in progressive supranuclear palsy using a normalization-free deep-learning classifier, iScience, vol. 26(8), 107426.

Massi, M. C. , Franco, N. R. , Manzoni, A. , Paganoni, A. M. , Park, H. A. , Hoffmeister, M. , et al (2023).
Learning high-order interactions for polygenic risk prediction, PLOS ONE, vol. 18(2), e0281618.

Pini, A. , Sørensen, H. , Tolver, A. , Vantini, S. (2023).
Local inference for functional linear mixed models, Computational Statistics & Data Analysis, vol. 181, 107688.

2022

Arnone, E. , Ferraccioli, F. , Pigolotti, C. , Sangalli, L. M. (2022).
A roughness penalty approach to estimate densities over two-dimensional manifolds, Computational Statistics & Data Analysis, vol. 174, 107527.

Arnone, E. , Kneip, A. , Nobile, F. , Sangalli, L. M. (2022).
Some first results on the consistency of spatial regression with partial differential equation regularization, Statistica Sinica, vol. 32, 209-238.

Belli, E. , Vantini, S. (2022).
Measure inducing classification and regression trees for functional data, Statistical Analysis and Data Mining: The ASA Data Science Journal, vol. 15(5), 553-569.

Calissano, A. , Feragen, A. , Vantini, S. (2022).
Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space, Journal of Multivariate Analysis, vol. 190, 104950.

Cannistrà, M. , Masci, C. , Ieva, F. , Agasisti, T. , Paganoni, A. M. (2022).
Early-predicting dropout of university students: an application of innovative multilevel machine learning and statistical techniques, Studies in Higher Education, vol. 47(9), 1935-1956.

Capezza, C. , Centofanti, F. , Lepore, A. , Menafoglio, A. , Palumbo, B. , Vantini, S. (2022).
Functional regression control chart for monitoring ship CO2$_{2}$ emissions, Quality and Reliability Engineering International, vol. 38(3), 1519-1537.

Caramenti, L. , Menafoglio, A. , Sgobba, S. , Lanzano, G. (2022).
Multi-source geographically weighted regression for regionalized ground-motion models, Spatial Statistics, vol. 47, 100610.

Cavinato, L. , Pegoraro, M. , Ragni, A. , Sollini, M. , Erba, P. A. , Ieva, F. (2022).
Imaging-based representation and stratification of intra-tumor heterogeneity via tree-edit distance, Scientific Reports, vol. 12(1).

Centofanti, F. , Fontana, M. , Lepore, A. , Vantini, S. (2022).
Smooth LASSO estimator for the Function-on-Function linear regression model, Computational Statistics & Data Analysis, vol. 176, 107556.

Clarotto, L. , Allard, D. , Menafoglio, A. (2022).
A new class of

α

-transformations for the spatial analysis of Compositional Data, Spatial Statistics, vol. 47, 100570.

Colecchia, M. , Paolini, B. , Pini, G. M. , Carpenito, L. , Maghini, B. , Avuzzi, B. , et al (2022).
Total embedding of spermatic cord and hilar soft tissue in orchiectomy for seminoma: does the extensive sampling improve pathologic risk factors?, Virchows Archiv, vol. 481(5), 695-701.

Conti, P. L. , Mecatti, F. , Nicolussi, F. (2022).
Efficient unequal probability resampling from finite populations, Computational Statistics & Data Analysis, vol. 167, 107366.

Didkovskyi, O. , Ivanov, V. , Radice, A. , Papini, M. , Longoni, L. , Menafoglio, A. (2022).
A Comparison Between Machine Learning and Functional Geostatistics Approaches for Data-Driven Analyses of Sediment Transport in a Pre-Alpine Stream, Mathematical Geosciences, vol. 54(3), 467-506.

Ferraccioli, F. , Sangalli, L. M. , Finos, L. (2022).
Some first inferential tools for spatial regression with differential regularization, Journal of Multivariate Analysis, vol. 189, 104866.

Mascaretti, A. , Dell’Agostino, L. , Arena, M. , Flori, A. , Menafoglio, A. , Vantini, S. (2022).
Heterogeneity of technological structures between EU countries: An application of complex systems methods to Input–Output Tables, Expert Systems with Applications, vol. 206, 117875.

Masci, C. , Ieva, F. , Paganoni, A. M. (2022).
Semiparametric multinomial mixed-effects models: A university students profiling tool, The Annals of Applied Statistics, vol. 16(3), 1608-1632.

Massi, M. C. , Gasperoni, F. , Ieva, F. , Paganoni, A. M. (2022).
Feature selection for imbalanced data with deep sparse autoencoders ensemble, Statistical Analysis and Data Mining: The ASA Data Science Journal, vol. 15(3), 376-395.

Peli, R. , Menafoglio, A. , Cervino, M. , Dovera, L. , Secchi, P. (2022).
Physics-based Residual Kriging for dynamically evolving functional random fields, Stochastic Environmental Research and Risk Assessment, vol. 36(10), 3063-3080.

Ponti, L. , Perotto, S. , Sangalli, L. M. (2022).
A PDE-regularized smoothing method for space–time data over manifolds with application to medical data, International Journal for Numerical Methods in Biomedical Engineering, vol. 38(12).

Scimone, R. , Menafoglio, A. , Sangalli, L. M. , Secchi, P. (2022).
A look at the spatio-temporal mortality patterns in Italy during the COVID-19 pandemic through the lens of mortality densities, Spatial Statistics, vol. 49, 100541.

Scimone, R. , Taormina, T. , Colosimo, B. M. , Grasso, M. , Menafoglio, A. , Secchi, P. (2022).
Statistical Modeling and Monitoring of Geometrical Deviations in Complex Shapes With Application to Additive Manufacturing, Technometrics, vol. 64(4), 437-456.

Torti, A. , Arena, M. , Azzone, G. , Secchi, P. , Vantini, S. (2022).
Bridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts, Statistical Methods & Applications, vol. 31(4), 901-923.

Torti, A. , Galvani, M. , Menafoglio, A. , Secchi, P. , Vantini, S. (2022).
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line, International Journal of Approximate Reasoning, vol. 142, 161-177.

Římalová, V. , Fišerová, E. , Menafoglio, A. , Pini, A. (2022).
Inference for spatial regression models with functional response using a permutational approach, Journal of Multivariate Analysis, vol. 189, 104893.