| From knowledge-based to big data analytic model: a novel IoT and machine learning based decision support system for predictive maintenance in Industry 4.0 R Rosati, L Romeo, G Cecchini, F Tonetto, P Viti, A Mancini, E Frontoni Journal of Intelligent Manufacturing 34 (1), 107-121, 2023 | 156 | 2023 |
| Faster R-CNN approach for detection and quantification of DNA damage in comet assay images R Rosati, L Romeo, S Silvestri, F Marcheggiani, L Tiano, E Frontoni Computers in Biology and Medicine 123, 103912, 2020 | 49 | 2020 |
| A novel deep ordinal classification approach for aesthetic quality control classification R Rosati, L Romeo, VM Vargas, PA Gutiérrez, C Hervás-Martínez, ... Neural Computing and Applications 34 (14), 11625-11639, 2022 | 22 | 2022 |
| Statistical baseline assessment in cardiotocography A Agostinelli, E Braccili, E Marchegiani, R Rosati, A Sbrollini, L Burattini, ... 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 22 | 2017 |
| Deep learning based hierarchical classifier for weapon stock aesthetic quality control assessment VM Vargas, PA Gutiérrez, R Rosati, L Romeo, E Frontoni, ... Computers in Industry 144, 103786, 2023 | 17 | 2023 |
| Machine learning in capital markets: Decision support system for outcome analysis R Rosati, L Romeo, CA Goday, T Menga, E Frontoni IEEE Access 8, 109080-109091, 2020 | 17 | 2020 |
| A hybrid feature learning approach based on convolutional kernels for ATM fault prediction using event-log data VM Vargas, R Rosati, C Hervás-Martínez, A Mancini, L Romeo, ... Engineering Applications of Artificial Intelligence 123, 106463, 2023 | 12 | 2023 |
| Measurement of Activities of Daily Living: a simulation tool for the optimisation of a Passive Infrared sensor network in a Smart Home environment S Casaccia, R Rosati, L Scalise, GM Revel 2020 IEEE International Instrumentation and Measurement Technology …, 2020 | 12 | 2020 |
| Exponential loss regularisation for encouraging ordinal constraint to shotgun stocks quality assessment VM Vargas, PA Gutiérrez, R Rosati, L Romeo, E Frontoni, ... Applied Soft Computing 138, 110191, 2023 | 11 | 2023 |
| A deep learning-based approach for automatic leather classification in industry 4.0 G Pazzaglia, M Martini, R Rosati, L Romeo, E Frontoni Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021 | 10 | 2021 |
| Bias from the wild industry 4.0: Are we really classifying the quality or shotgun series? R Rosati, L Romeo, G Cecchini, F Tonetto, L Perugini, L Ruggeri, P Viti, ... Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021 | 9 | 2021 |
| Enhancing copy-move forgery detection through a novel CNN architecture and comprehensive dataset analysis O Kuznetsov, E Frontoni, L Romeo, R Rosati Multimedia Tools and Applications 83 (21), 59783-59817, 2024 | 8 | 2024 |
| Gamification in nutrition education: the impact and the acceptance of digital game-based intervention for improving nutritional habits R Rosati, L Regini, A Pauls, E Strafella, F Raffaelli, E Frontoni Journal of Computers in Education, 1-24, 2024 | 6 | 2024 |
| Deep learning based fuzzy extractor for generating strong keys from biometric face images A Kuznetsov, D Zakharov, E Frontoni, L Romeo, R Rosati 2022 IEEE 9th International Conference on Problems of Infocommunications …, 2022 | 6 | 2022 |
| DeepReality: An open source framework to develop AI-based augmented reality applications R Pierdicca, F Tonetto, M Paolanti, M Mameli, R Rosati, P Zingaretti Expert Systems with Applications 249, 123530, 2024 | 5 | 2024 |
| Image steganalysis using deep learning models A Kuznetsov, N Luhanko, E Frontoni, L Romeo, R Rosati Multimedia Tools and Applications 83 (16), 48607-48630, 2024 | 5 | 2024 |
| Generalizability and robustness evaluation of attribute-based zero-shot learning L Rossi, MC Fiorentino, A Mancini, M Paolanti, R Rosati, P Zingaretti Neural Networks 175, 106278, 2024 | 4 | 2024 |
| Deep learning based face liveliness detection A Kuznetsov, D Kvaratskheliia, A Maranesi, L Romeo, A Muscatello, ... 2022 IEEE 9th International Conference on Problems of Infocommunications …, 2022 | 4 | 2022 |
| Towards the design of a machine learning-based consumer healthcare platform powered by electronic health records and measurement of lifestyle through smartphone data A Ferri, R Rosati, M Bernardini, L Gabrielli, S Casaccia, L Romeo, ... 2019 IEEE 23rd International Symposium on Consumer Technologies (ISCT), 37-40, 2019 | 4 | 2019 |
| An automated CAD-to-XR framework based on generative AI and Shrinkwrap modelling for a User-Centred design approach R Rosati, P Senesi, B Lonzi, A Mancini, M Mandolini Advanced Engineering Informatics 62, 102848, 2024 | 3 | 2024 |
Luca RomeoDepartment Economics and Law, UNIMCVerified email at unimc.it
