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Journal Articles

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2024
[j25]
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Pierfrancesco Novielli, Michele Magarelli, Donato Romano, Lorenzo De Trizio, Pierpaolo Di Bitonto, Alfonso Monaco, Nicola Amoroso, Anna Maria Stellacci, Claudia Zoani, Roberto Bellotti, Sabina Tangaro:
Climate Change and Soil Health: Explainable Artificial Intelligence Reveals Microbiome Response to Warming. Mach. Learn. Knowl. Extr. 6(3): 1564-1578 (2024)
[j24]
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Alessandro Fania, Alfonso Monaco, Ester Pantaleo, Tommaso Maggipinto, Loredana Bellantuono, Roberto Cilli, Antonio Lacalamita, Marianna La Rocca, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti:
Estimation of Daily Ground Level Air Pollution in Italian Municipalities with Machine Learning Models Using Sentinel-5P and ERA5 Data. Remote. Sens. 16(7): 1206 (2024)
2023
[j23]
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Maria Vittoria Togo, Fabrizio Mastrolorito, Fulvio Ciriaco, Daniela Trisciuzzi, Anna Rita Tondo, Nicola Gambacorta, Loredana Bellantuono, Alfonso Monaco, Francesco Leonetti, Roberto Bellotti, Cosimo Damiano Altomare, Nicola Amoroso, Orazio Nicolotti:
TIRESIA: An eXplainable Artificial Intelligence Platform for Predicting Developmental Toxicity. J. Chem. Inf. Model. 63(1): 56-66 (2023)
[j22]
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Nicola Gambacorta, Fulvio Ciriaco, Nicola Amoroso, Cosimo Damiano Altomare, Jürgen Bajorath, Orazio Nicolotti:
CIRCE: Web-Based Platform for the Prediction of Cannabinoid Receptor Ligands Using Explainable Machine Learning. J. Chem. Inf. Model. 63(18): 5916-5926 (2023)
[j21]
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Nicola Amoroso, Roberto Cilli, Davide Oscar Nitti, Raffaele Nutricato, Muzaffer Can Iban, Tommaso Maggipinto, Sabina Tangaro, Alfonso Monaco, Roberto Bellotti:
PSI Spatially Constrained Clustering: The Sibari and Metaponto Coastal Plains. Remote. Sens. 15(10): 2560 (2023)
2022
[j20]
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  - journals/ans/BellantuonoMAAL22
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Loredana Bellantuono, Alfonso Monaco, Nicola Amoroso, Vincenzo Aquaro, Angela Lombardi, Sabina Tangaro, Roberto Bellotti:
Sustainable development goals: conceptualization, communication and achievement synergies in a complex network framework. Appl. Netw. Sci. 7(1): 14 (2022)
[j19]
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Angela Lombardi, Domenico Diacono, Nicola Amoroso, Przemyslaw Biecek, Alfonso Monaco, Loredana Bellantuono, Ester Pantaleo, Giancarlo Logroscino, Roberto De Blasi, Sabina Tangaro, Roberto Bellotti:
A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease. Brain Informatics 9(1): 17 (2022)
[j18]
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Loredana Bellantuono, Alfonso Monaco, Nicola Amoroso, Antonio Lacalamita, Ester Pantaleo, Sabina Tangaro, Roberto Bellotti:
Worldwide impact of lifestyle predictors of dementia prevalence: An eXplainable Artificial Intelligence analysis. Frontiers Big Data 5 (2022)
2021
[j17]
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  - journals/complexity/AmorosoBMNSB21
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Nicola Amoroso, Loredana Bellantuono, Alfonso Monaco, Francesco De Nicolò, Ernesto Somma, Roberto Bellotti:
Economic Interplay Forecasting Business Success. Complex. 2021: 8861267:1-8861267:12 (2021)
[j16]
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Loredana Bellantuono, Luca Marzano, Marianna La Rocca, Dominique Duncan, Angela Lombardi, Tommaso Maggipinto, Alfonso Monaco, Sabina Tangaro, Nicola Amoroso, Roberto Bellotti:
Predicting brain age with complex networks: From adolescence to adulthood. NeuroImage 225: 117458 (2021)
2020
[j15]
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Domenico Alberga, Nicola Gambacorta, Daniela Trisciuzzi, Fulvio Ciriaco, Nicola Amoroso, Orazio Nicolotti:
De Novo Drug Design of Targeted Chemical Libraries Based on Artificial Intelligence and Pair-Based Multiobjective Optimization. J. Chem. Inf. Model. 60(10): 4582-4593 (2020)
[j14]
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  - journals/remotesensing/CilliMATTB20
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Roberto Cilli, Alfonso Monaco, Nicola Amoroso, Andrea Tateo, Sabina Tangaro, Roberto Bellotti:
Machine Learning for Cloud Detection of Globally Distributed Sentinel-2 Images. Remote. Sens. 12(15): 2355 (2020)
[j13]
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Nicola Amoroso, Roberto Cilli, Loredana Bellantuono, Vincenzo Massimi, Alfonso Monaco, Davide Oscar Nitti, Raffaele Nutricato, Sergio Samarelli, Nicolò Taggio, Sabina Tangaro, Andrea Tateo, Luciano Guerriero, Roberto Bellotti:
PSI Clustering for the Assessment of Underground Infrastructure Deterioration. Remote. Sens. 12(22): 3681 (2020)
2019
[j12]
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  - journals/compnet/LellaALMTBI19
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Eufemia Lella, Nicola Amoroso, Angela Lombardi, Tommaso Maggipinto, Sabina Tangaro, Roberto Bellotti, Alzheimer's Disease Neuroimaging Initiative:
Communicability disruption in Alzheimer's disease connectivity networks. J. Complex Networks 7(1): 83-100 (2019)
[j11]
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  - journals/entropy/LellaADLMMBT19
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Eufemia Lella, Nicola Amoroso, Domenico Diacono, Angela Lombardi, Tommaso Maggipinto, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro:
Communicability Characterization of Structural DWI Subcortical Networks in Alzheimer's Disease. Entropy 21(5): 475 (2019)
[j10]
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Angela Lombardi, Cataldo Guaragnella, Nicola Amoroso, Alfonso Monaco, Leonardo Fazio, Paolo Taurisano, Giulio Pergola, Giuseppe Blasi, Alessandro Bertolino, Roberto Bellotti, Sabina Tangaro:
Modelling cognitive loads in schizophrenia by means of new functional dynamic indexes. NeuroImage 195: 150-164 (2019)
2018
[j9]
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  - journals/ficn/MoustafaDAZHA18
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Ahmed A. Moustafa, Thierno M. O. Diallo, Nicola Amoroso, Nazar Zaki, Mubashir Hassan, Hany Al Ashwal:
Applying Big Data Methods to Understanding Human Behavior and Health. Frontiers Comput. Neurosci. 12: 84 (2018)
[j8]
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Nicola Amoroso, Marianna La Rocca, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro:
Complex networks reveal early MRI markers of Parkinson's disease. Medical Image Anal. 48: 12-24 (2018)
2017
[j7]
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Nicola Amoroso, Alfonso Monaco, Sabina Tangaro:
Topological Measurements of DWI Tractography for Alzheimer's Disease Detection. Comput. Math. Methods Medicine 2017: 5271627:1-5271627:10 (2017)
2016
[j6]
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Sabina Tangaro, Annarita Fanizzi, Nicola Amoroso, Roberto Corciulo, Elena Garuccio, Loreto Gesualdo, Giuliana Loizzo, Deni Aldo Procaccini, Lucia Vernò, Roberto Bellotti:
Computer Aided Detection System for Prediction of the Malaise during Hemodialysis. Comput. Math. Methods Medicine 2016: 8748156:1-8748156:10 (2016)
[j5]
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Andrea Chincarini, Francesco Sensi, Luca Rei, Gianluca Gemme, Sandro Squarcia, Renata Longo, Francesco Brun, Sabina Tangaro, Roberto Bellotti, Nicola Amoroso, Martina Bocchetta, Alberto Redolfi, Paolo Bosco, Marina Boccardi, Giovanni B. Frisoni, Flavio Nobili:
Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease. NeuroImage 125: 834-847 (2016)
[j4]
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Rosalia Maglietta, Nicola Amoroso, Marina Boccardi, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Paolo Inglese, Alberto Redolfi, Sabina Tangaro, Andrea Tateo, Roberto Bellotti:
Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm. Pattern Anal. Appl. 19(2): 579-591 (2016)
2015
[j3]
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Sabina Sonia Tangaro, Nicola Amoroso, Massimo Brescia, Stefano Cavuoti, Andrea Chincarini, Rosangela Errico, Paolo Inglese, Giuseppe Longo, Rosalia Maglietta, Andrea Tateo, Giuseppe Riccio, Roberto Bellotti:
Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation. Comput. Math. Methods Medicine 2015: 814104:1-814104:10 (2015)
[j2]
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  - journals/epjds/NicotriTAGB15
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Stefano Nicotri, Eufemia Tinelli, Nicola Amoroso, Elena Garuccio, Roberto Bellotti:
Complex networks and public funding: the case of the 2007-2013 Italian program. EPJ Data Sci. 4(1): 8 (2015)
[j1]
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  - journals/neuroimage/BronSFVBSPSOMPM15
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Esther E. Bron, Marion Smits, Wiesje M. van der Flier, Hugo Vrenken, Frederik Barkhof, Philip Scheltens, Janne M. Papma, Rebecca M. E. Steketee, Carolina Méndez Orellana, Rozanna Meijboom, Madalena Pinto, Joana R. Meireles, Carolina Garrett, António J. Bastos-Leite, Ahmed Abdulkadir, Olaf Ronneberger, Nicola Amoroso, Roberto Bellotti, David Cárdenas-Peña, Andrés Marino Álvarez-Meza, Chester V. Dolph, Khan M. Iftekharuddin, Simon F. Eskildsen, Pierrick Coupé, Vladimir S. Fonov, Katja Franke:
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: The CADDementia challenge. NeuroImage 111: 562-579 (2015)

Conference and Workshop Papers

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2024
[c15]
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  - conf/igarss/LafortezzaGCRLEANNPUSVT24
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Raffaele Lafortezza, Francesco Giordano, Domenico Capolongo, Alberto Refice, Francesco P. Lovergine, Mario Elia, Nicola Amoroso, Raffaele Nutricato, Davide Oscar Nitti, Alessandro Parisi, Alessandro Ursi, Patrizia Sacco, Maria Virelli, Deodato Tapete:
The Geores Project: Geospatial Application in Support of Environmental Sustainability and Resilience to Climate Changes in Urban Areas. IGARSS 2024: 1384-1387
2023
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Annamaria Demarinis Loiotile, Francesco De Nicolò, Alfonso Monaco, Sabina Tangaro, Shiva Loccisano, Giuseppe Conti, Adriana Agrimi, Nicola Amoroso, Roberto Bellotti:
Innovations and Emerging Technologies: A Study of the Italian Intellectual Property Knowledge Database. ICAART (2) 2023: 75-86
[c13]
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Annamaria Demarinis Loiotile, Davide Veneto, Adriana Agrimi, Gianfranco Semeraro, Nicola Amoroso:
An AI-Based Approach for the Improvement of University Technology Transfer Processes in Healthcare. WorldCIST (4) 2023: 311-320
[c12]
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Annamaria Demarinis Loiotile, Francesco De Nicolò, Adriana Agrimi, Giuseppe Conti, Nicola Amoroso, Roberto Bellotti:
Towards a Healthcare 4.0 Vocabulary: A Patent-Based Approach. WorldCIST (4) 2023: 351-360
2020
[c11]
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Loredana Bellantuono, Alfonso Monaco, Nicola Amoroso, Sabina Tangaro, Vincenzo Aquaro, Roberto Bellotti:
Mapping digital governance projects through complex networks. ICEGOV 2020: 230-233
2019
[c10]
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Angela Lombardi, Eufemia Lella, Nicola Amoroso, Domenico Diacono, Alfonso Monaco, Roberto Bellotti, Sabina Tangaro:
Multidimensional Neuroimaging Processing in ReCaS Datacenter. IDCS 2019: 468-477
2018
[c9]
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Angela Lombardi, Nicola Amoroso, Domenico Diacono, Eufemia Lella, Roberto Bellotti, Sabina Tangaro:
Age Related Topological Analysis of Synchronization-Based Functional Connectivity. COMPLEX NETWORKS (2) 2018: 652-662
2017
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Pasquale Balena, Nicola Amoroso, Caterina De Lucia:
Integrating Supervised Classification in Social Participation Systems for Disaster Response. A Pilot Study. ICCSA (4) 2017: 675-686
[c7]
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Nicola Amoroso, Roberto Bellotti, Domenico Diacono, Marianna La Rocca, Sabina Tangaro:
Salient Networks: A Novel Application to Study Brain Connectivity. IWBBIO (1) 2017: 444-453
2016
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Sabina Sonia Tangaro, Nicola Amoroso, Marica Antonacci, Marina Boccardi, Martina Bocchetta, Andrea Chincarini, Domenico Diacono, Giacinto Donvito, Rosangela Errico, Giovanni B. Frisoni, Tommaso Maggipinto, Alfonso Monaco, Francesco Sensi, Andrea Tateo, Roberto Bellotti:
MRI analysis for hippocampus segmentation on a distributed infrastructure. MeMeA 2016: 1-6
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Roberto Bellotti, Angela Lombardi, Cataldo Guaragnella, Nicola Amoroso, Andrea Tateo, Sabina Tangaro:
Mild Traumatic Brain Injury Outcome Prediction Based on Both Graph and K-nn Methods. BrainLes@MICCAI 2016: 271-281
2015
[c4]
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Nicola Amoroso, Sabina Tangaro, Rosangela Errico, Elena Garuccio, Anna Monda, Francesco Sensi, Andrea Tateo, Roberto Bellotti:
An Hippocampal Segmentation Tool Within an Open Cloud Infrastructure. ICIAP Workshops 2015: 193-200
2013
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Rosalia Maglietta, Nicola Amoroso, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Paolo Inglese, Sabina Tangaro, Andrea Tateo, Roberto Bellotti:
Random Forest Classification for Hippocampal Segmentation in 3D MR Images. ICMLA (1) 2013: 264-267
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Sabina Tangaro, Nicola Amoroso, Stefania Bruno, Andrea Chincarini, Giovanni B. Frisoni, Rosalia Maglietta, Andrea Tateo, Roberto Bellotti:
Active Learning Machines for Automatic Segmentation of Hippocampus in MRI. ICDM (Workshops) 2013: 181-191
2012
[c1]
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Nicola Amoroso, Roberto Bellotti, Stefania Bruno, Andrea Chincarini, Giancarlo Logroscino, Sabina Tangaro, Andrea Tateo:
Automated Shape Analysis landmarks detection for medical image processing. CompIMAGE 2012: 139-142

Informal and Other Publications

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2024
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  - journals/corr/abs-2409-15916
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Angelo Didonna, Dayron Ramos Lopez, Giuseppe Iaselli, Nicola Amoroso, Nicola Ferrara, Gabriella Maria Incoronata Pugliese:
Deep convolutional framelets for dose reconstruction in BNCT with Compton camera detector. CoRR abs/2409.15916 (2024)
2015
[i2]
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Sabina Sonia Tangaro, Nicola Amoroso, Massimo Brescia, Stefano Cavuoti, Andrea Chincarini, Rosangela Errico, Paolo Inglese, Giuseppe Longo, Rosalia Maglietta, Andrea Tateo, Giuseppe Riccio, Roberto Bellotti:
Feature Selection based on Machine Learning in MRIs for Hippocampal Segmentation. CoRR abs/1501.03915 (2015)
[i1]
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  persistent URL:
  - https://dblp.org/rec/journals/corr/NicotriTAGB15
Stefano Nicotri, Eufemia Tinelli, Nicola Amoroso, Elena Garuccio, Roberto Bellotti:
Complex networks and public funding: the case of the 2007-2013 Italian program. CoRR abs/1507.06515 (2015)

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