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Journal Articles
- 2023
[j11]Selene Tomassini, Nicola Falcionelli, Giulia Bruschi, Agnese Sbrollini, Niccolò Marini, Paolo Sernani
, Micaela Morettini, Henning Müller, Aldo Franco Dragoni, Laura Burattini:
On-cloud decision-support system for non-small cell lung cancer histology characterization from thorax computed tomography scans. Comput. Medical Imaging Graph. 110: 102310 (2023)- [j10]Paolo Contardo, Paolo Sernani, Selene Tomassini, Nicola Falcionelli, Milena Martarelli, Paolo Castellini, Aldo Franco Dragoni:
FRMDB: Face Recognition Using Multiple Points of View. Sensors 23(4): 1939 (2023) - [j9]Andrea Silenzi, Vincenzo Castorani, Selene Tomassini, Nicola Falcionelli, Paolo Contardo, Andrea Bonci, Aldo Franco Dragoni, Paolo Sernani:
Quality Control of Carbon Look Components via Surface Defect Classification with Deep Neural Networks. Sensors 23(17): 7607 (2023) - 2022
- [j8]Selene Tomassini, Nicola Falcionelli, Paolo Sernani, Laura Burattini, Aldo Franco Dragoni:
Lung nodule diagnosis and cancer histology classification from computed tomography data by convolutional neural networks: A survey. Comput. Biol. Medicine 146: 105691 (2022) - [j7]Selene Tomassini, Agnese Sbrollini, Giacomo Covella, Paolo Sernani, Nicola Falcionelli, Henning Müller, Micaela Morettini, Laura Burattini, Aldo Franco Dragoni:
Brain-on-Cloud for automatic diagnosis of Alzheimer's disease from 3D structural magnetic resonance whole-brain scans. Comput. Methods Programs Biomed. 227: 107191 (2022) - [j6]Andrea Polenta, Selene Tomassini, Nicola Falcionelli, Paolo Contardo, Aldo Franco Dragoni, Paolo Sernani:
A Comparison of Machine Learning Techniques for the Quality Classification of Molded Products. Inf. 13(6): 272 (2022) - 2021
- [j5]Paolo Sernani, Nicola Falcionelli, Selene Tomassini, Paolo Contardo, Aldo Franco Dragoni:
Deep Learning for Automatic Violence Detection: Tests on the AIRTLab Dataset. IEEE Access 9: 160580-160595 (2021) - [j4]Dagmawi Neway Mekuria, Paolo Sernani, Nicola Falcionelli, Aldo Franco Dragoni:
Smart home reasoning systems: a systematic literature review. J. Ambient Intell. Humaniz. Comput. 12(4): 4485-4502 (2021) - 2020
- [j3]Simone Accattoli, Paolo Sernani, Nicola Falcionelli, Dagmawi Neway Mekuria, Aldo Franco Dragoni:
Violence Detection in Videos by Combining 3D Convolutional Neural Networks and Support Vector Machines. Appl. Artif. Intell. 34(4): 329-344 (2020) - [j2]Andrea Polenta, Pietro Rignanese, Paolo Sernani, Nicola Falcionelli, Dagmawi Neway Mekuria, Selene Tomassini, Aldo Franco Dragoni:
An Internet of Things Approach to Contact Tracing - The BubbleBox System. Inf. 11(7): 347 (2020) - 2019
- [j1]Nicola Falcionelli, Paolo Sernani, Albert Brugués de la Torre, Dagmawi Neway Mekuria, Davide Calvaresi, Michael Schumacher, Aldo Franco Dragoni, Stefano Bromuri:
Indexing the Event Calculus: Towards practical human-readable Personal Health Systems. Artif. Intell. Medicine 96: 154-166 (2019)
Conference and Workshop Papers
- 2023
- [c18]Paolo Contardo, Nicolò Rossini, Selene Tomassini, Nicola Falcionelli, Aldo Franco Dragoni, Paolo Sernani:
Evaluating Deep Neural Networks for Face Recognition with Different Subsets of Mugshots From the Photo-Signaling Procedure. MetroXRAINE 2023: 543-548 - [c17]Paolo Contardo, Selene Tomassini, Nicola Falcionelli, Aldo Franco Dragoni, Paolo Sernani:
Combining a mobile deep neural network and a recurrent layer for violence detection in videos. RTA-CSIT 2023: 35-43 - 2022
- [c16]Selene Tomassini, Nicola Falcionelli, Paolo Sernani, Agnese Sbrollini, Micaela Morettini, Laura Burattini, Aldo Franco Dragoni:
Cloud-YLung for Non-Small Cell Lung Cancer Histology Classification from 3D Computed Tomography Whole-Lung Scans. EMBC 2022: 1556-1560 - [c15]Selene Tomassini, Paolo Sernani, Nicola Falcionelli, Aldo Franco Dragoni:
CASPAR: Cloud-based Alzheimer's, Schizophrenia and Parkinson's Automatic Recognizer. MetroXRAINE 2022: 6-10 - [c14]Paolo Contardo, Emanuele Di Lorenzo, Nicola Falcionelli, Aldo Franco Dragoni, Paolo Sernani:
Analyzing the impact of police mugshots in face verification for crime investigations. MetroXRAINE 2022: 236-241 - 2021
- [c13]Selene Tomassini, Nicola Falcionelli, Paolo Sernani, Henning Müller, Aldo Franco Dragoni:
An End-to-End 3D ConvLSTM-based Framework for Early Diagnosis of Alzheimer's Disease from Full-Resolution Whole-Brain sMRI Scans. CBMS 2021: 74-78 - [c12]Paolo Contardo, Paolo Sernani, Nicola Falcionelli, Aldo Franco Dragoni:
Deep Learning for Law Enforcement: A Survey About Three Application Domains. RTA-CSIT 2021: 36-45 - [c11]Paolo Sernani, Iacopo Pacifici, Nicola Falcionelli, Selene Tomassini, Aldo Franco Dragoni:
Italian Sign Language Alphabet Recognition from Surface EMG and IMU Sensors with a Deep Neural Network. RTA-CSIT 2021: 74-83 - 2020
- [c10]Paolo Sernani, Sergio Vagni, Nicola Falcionelli, Dagmawi Neway Mekuria, Selene Tomassini, Aldo Franco Dragoni:
Voice Interaction with Artworks via Indoor Localization: A Vocal Museum. AVR (2) 2020: 66-78 - [c9]Dagmawi Neway Mekuria, Paolo Sernani, Nicola Falcionelli, Aldo Franco Dragoni:
Consistency Verification of a Rule-Based Smart Home Reasoning System with Satisfiability Modulo Theories. Intelligent Environments 2020: 52-59 - 2019
- [c8]Dagmawi Neway Mekuria, Paolo Sernani, Nicola Falcionelli, Aldo Franco Dragoni:
Probabilistic Logic Reasoning in Multi-agent Based Smart Home Environment. ForItAAL 2019: 121-137 - [c7]Dagmawi Neway Mekuria, Paolo Sernani, Nicola Falcionelli, Aldo Franco Dragoni:
A Probabilistic Multi-Agent System Architecture for Reasoning in Smart Homes. INISTA 2019: 1-6 - [c6]Nicola Falcionelli, Paolo Sernani, Dagmawi Neway Mekuria, Aldo Franco Dragoni:
An Agent-Swarm Simulator for Dynamic Vehicle Routing Problem Empirical Analysis. PAAMS 2019: 246-250 - 2018
- [c5]Dagmawi Neway Mekuria, Paolo Sernani, Nicola Falcionelli, Aldo Franco Dragoni:
Reasoning in Multi-agent Based Smart Homes: A Systematic Literature Review. ForItAAL 2018: 161-179 - [c4]Paolo Sernani, Matteo Biagiola, Nicola Falcionelli, Dagmawi Neway Mekuria, Stefano Cremonini, Aldo Franco Dragoni:
Time Aware Task Delegation in Agent Interactions for Video-Surveillance. RTcMAS@IJCAI 2018: 16-30 - [c3]Nicola Falcionelli, Paolo Sernani, Dagmawi Neway Mekuria, Aldo Franco Dragoni:
An Event Calculus Formalization of Timed Automata. RTcMAS@IJCAI 2018: 60-76 - 2017
- [c2]Nicola Falcionelli, Paolo Sernani, Albert Brugués de la Torre, Dagmawi Neway Mekuria, Davide Calvaresi, Michael Schumacher, Aldo Franco Dragoni, Stefano Bromuri:
Event Calculus Agent Minds Applied to Diabetes Monitoring. A2HC@AAMAS/A-HEALTH@PAAMS 2017: 40-56 - [c1]Nicola Falcionelli, Paolo Sernani, Albert Brugués de la Torre, Dagmawi Neway Mekuria, Davide Calvaresi, Michael Ignaz Schumacher, Aldo Franco Dragoni, Stefano Bromuri:
Event Calculus Agent Minds Applied to Diabetes Monitoring. AAMAS Workshops (Selected Papers) 2017: 258-274
Coauthor Index
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