Pubblicazioni

A Visual Analytics Conceptual Framework for Explorable and Steerable Partial Dependence Analysis

2023 - IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
Angelini, Marco; Blasilli, Graziano; Lenti, Simone; Santucci, Giuseppe

Are Neural Network Potentials Trained on Liquid States Transferable to Crystal Nucleation? A Test on Ice Nucleation in the mW Water Model

2023 - JOURNAL OF PHYSICAL CHEMISTRY. B, CONDENSED MATTER, MATERIALS, SURFACES, INTERFACES & BIOPHYSICAL
GUIDARELLI MATTIOLI, Francesco; Sciortino, Francesco; Russo, John

Land Consumption Classification Using Sentinel 1 Data. A Systematic Review

2023 - LAND
Mastrorosa, Sara; Crespi, Mattia; Congedo, Luca; Munafo, Michele

Machine Learning-Based Classification to Disentangle EEG Responses to TMS and Auditory Input

2023 - BRAIN SCIENCES
Cristofari, A.; De Santis, M.; Lucidi, S.; Rothwell, J.; Casula, E. P.; Rocchi, L.

Seabed Classification From Multispectral Multibeam Data

2023 - IEEE JOURNAL OF OCEANIC ENGINEERING
Ntouskos, V.; Mertikas, P.; Mallios, A.; Karantzalos, K.

Guida critica alle intelligenze artificiali. Potenzialità e limiti in una prospettiva filosofica

2023 -
Ippoliti, Emiliano

Precipitation Time Series Analysis and Forecasting for Italian Regions

2023 - ENGINEERING PROCEEDINGS
Ghaderpour, Ebrahim; Dadkhah, Hanieh; Dabiri, Hamed; Bozzano, Francesca; SCARASCIA MUGNOZZA, Gabriele; Mazzanti, Paolo

Risk based tunnel design by vehicle involved in road crashes. Models and tunnel length

2023 - INTERNATIONAL JOURNAL OF TRANSPORT DEVELOPMENT AND INTEGRATION
Pireddu, Antonella; Lombardi, Mara; Bruzzone, Silvia; Berardi, Davide; Guarascio, Massimo

Tridello_Assessment-Critical-Defect_2023

2023 - APPLIED SCIENCES
Tridello, A; Ciampaglia, A; Berto, F; Paolino, Ds

Identifying Conditioning Factors and Predictors of Conflict Likelihood for Machine Learning Models: A Literature Review

2023 - ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
Obukhov, T.; Brovelli, M. A.

Radiomics analysis in gastrointestinal imaging: a narrative review

2023 - DIGESTIVE MEDICINE RESEARCH
De Santis, Domenico; Del Gaudio, Antonella; Zerunian, Marta; Polici, Michela; Guido, Gisella; Tarallo, Mariarita; Masci, Benedetta; Ubaldi, Nicolò; Iannicelli, Elsa; Laghi, Andrea; Caruso, Damiano

Systematic review of energy theft practices and autonomous detection through artificial intelligence methods

2023 - RENEWABLE & SUSTAINABLE ENERGY REVIEWS
Stracqualursi, E.; Rosato, A.; Di Lorenzo, G.; Panella, M.; Araneo, R.

Towards artificial intelligence applications in next generation cytopathology

2023 - BIOMEDICINES
Giarnieri, Enrico; Scardapane, Simone

Some Considerations about the Anodic Limit of Ionic Liquids Obtained by Means of DFT Calculations

2023 - ENTROPY
Paolone, A.; Di Muzio, S.; Palumbo, O.; Brutti, S.

Continual learning with invertible generative models

2023 - NEURAL NETWORKS
Pomponi, Jary; Scardapane, Simone; Uncini, Aurelio

Reliability assessment of open-source multiscale landslide susceptibility maps and effects of their fusion

2023 - GEORISK
Mastrantoni, G.; Marmoni, G. M.; Esposito, C.; Bozzano, F.; Scarascia Mugnozza, G.; Mazzanti, P.

APOGEE 2: multi-layer machine-learning model for the interpretable prediction of mitochondrial missense variants

2023 - NATURE COMMUNICATIONS
Bianco, S. D.; Parca, L.; Petrizzelli, F.; Biagini, T.; Giovannetti, A.; Liorni, N.; Napoli, A.; Carella, M.; Procaccio, V.; Lott, M. T.; Zhang, S.; Vescovi, A. L.; Wallace, D. C.; Caputo, V.; Mazza, T.

Multi-level color classification of post-consumer plastic packaging flakes by hyperspectral imaging for optimizing the recycling process

2023 - SPECTROCHIMICA ACTA. PART A, MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
Cucuzza, Paola; Serranti, Silvia; Capobianco, Giuseppe; Bonifazi, Giuseppe

Neural Networks as an Alternative to Photogrammetry. Using Instant NeRF and Volumetric Rendering

2023 - Beyond Digital Representation. Advanced Experiences in AR and AI for Cultural Heritage and Innovative Design
Palestini, Caterina; Meschini, Alessandra; Perticarini, Maurizio; Basso, Alessandro

Model identification in reactor-based combustion closures using sparse symbolic regression

2023 - COMBUSTION AND FLAME
Freitas, Rodolfo S. M.; Péquin, Arthur; MALPICA GALASSI, Riccardo; Attili, Antonio; Parente, Alessandro

Emotion recognition at a distance: The robustness of machine learning based on hand-crafted facial features vs deep learning models

2023 - IMAGE AND VISION COMPUTING
Bisogni, C.; Cimmino, L.; De Marsico, M.; Hao, F.; Narducci, F.

Machine-learning-enhanced variable-angle truss model to predict the shear capacity of RC elements with transverse reinforcement

2023 - PROCEDIA STRUCTURAL INTEGRITY
De Domenico, D.; Quaranta, G.; Zeng, Q.; Monti, G.

A supervised approach for the detection of AM-FM signals’ interference regions in spectrogram images

2023 - IMAGE AND VISION COMPUTING
Bruni, V.; Vitulano, D.; Marconi, S.

Machine Learning and Pharmacogenomics at the Time of Precision Psychiatry

2023 - CURRENT NEUROPHARMACOLOGY
Del Casale, Antonio; Sarli, Giuseppe; Bargagna, Paride; Polidori, Lorenzo; Alcibiade, Alessandro; Zoppi, Teodolinda; Borro, Marina; Gentile, Giovanna; Zocchi, Clarissa; Ferracuti, Stefano; Preissner, Robert; Simmaco, Maurizio; Pompili, Maurizio

Machine learning-based prediction of in-hospital death for patients with takotsubo syndrome: The InterTAK-ML model

2023 - EUROPEAN JOURNAL OF HEART FAILURE
De Filippo, Ovidio; Cammann, Victoria L; Pancotti, Corrado; Di Vece, Davide; Silverio, Angelo; Schweiger, Victor; Niederseer, David; Szawan, Konrad A; Würdinger, Michael; Koleva, Iva; Dusi, Veronica; Bellino, Michele; Vecchione, Carmine; Parodi, Guido; Bossone, Eduardo; Gili, Sebastiano; Neuhaus, Michael; Franke, Jennifer; Meder, Benjamin; Jaguszewski, Miłosz; Noutsias, Michel; Knorr, Maike; Jansen, Thomas; Dichtl, Wolfgang; von Lewinski, Dirk; Burgdorf, Christof; Kherad, Behrouz; Tschöpe, Carsten; Sarcon, Annahita; Shinbane, Jerold; Rajan, Lawrence; Michels, Guido; Pfister, Roman; Cuneo, Alessandro; Jacobshagen, Claudius; Karakas, Mahir; Koenig, Wolfgang; Pott, Alexander; Meyer, Philippe; Roffi, Marco; Banning, Adrian; Wolfrum, Mathias; Cuculi, Florim; Kobza, Richard; Fischer, Thomas A; Vasankari, Tuija; Airaksinen, K E Juhani; Napp, L Christian; Dworakowski, Rafal; Maccarthy, Philip; Kaiser, Christoph; Osswald, Stefan; Galiuto, Leonarda; Chan, Christina; Bridgman, Paul; Beug, Daniel; Delmas, Clément; Lairez, Olivier; Gilyarova, Ekaterina; Shilova, Alexandra; Gilyarov, Mikhail; El-Battrawy, Ibrahim; Akin, Ibrahim; Poledniková, Karolina; Toušek, Petr; Winchester, David E; Massoomi, Michael; Galuszka, Jan; Ukena, Christian; Poglajen, Gregor; Carrilho-Ferreira, Pedro; Hauck, Christian; Paolini, Carla; Bilato, Claudio; Kobayashi, Yoshio; Kato, Ken; Ishibashi, Iwao; Himi, Toshiharu; Din, Jehangir; Al-Shammari, Ali; Prasad, Abhiram; Rihal, Charanjit S; Liu, Kan; Schulze, P Christian; Bianco, Matteo; Jörg, Lucas; Rickli, Hans; Pestana, Gonçalo; Nguyen, Thanh H; Böhm, Michael; Maier, Lars S; Pinto, Fausto J; Widimský, Petr; Felix, Stephan B; Braun-Dullaeus, Ruediger C; Rottbauer, Wolfgang; Hasenfuß, Gerd; Pieske, Burkert M; Schunkert, Heribert; Budnik, Monika; Opolski, Grzegorz; Thiele, Holger; Bauersachs, Johann; Horowitz, John D; Di Mario, Carlo; Bruno, Francesco; Kong, William; Dalakoti, Mayank; Imori, Yoichi; Münzel, Thomas; Crea, Filippo; Lüscher, Thomas F; Bax, Jeroen J; Ruschitzka, Frank; De Ferrari, Gaetano Maria; Fariselli, Piero; Ghadri, Jelena R; Citro, Rodolfo; D'Ascenzo, Fabrizio; Templin, Christian

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