| Decomposition techniques for multilayer perceptron training L Grippo, A Manno, M Sciandrone IEEE transactions on neural networks and learning systems 27 (11), 2146-2159, 2015 | 44 | 2015 |
| A Shallow Neural Network Approach for the Short-Term Forecast of Hourly Energy Consumption A Manno, E Martelli, E Amaldi Energies 15 (3), 958, 2022 | 20 | 2022 |
| Impact of displacement demand reliability for seismic vulnerability assessment at an urban scale L Diana, A Manno, P Lestuzzi, S Podestą, C Luchini Soil Dynamics and Earthquake Engineering 112, 35-52, 2018 | 15 | 2018 |
| The new SUMPOT to predict postoperative complications using an Artificial Neural Network C Chelazzi, G Villa, A Manno, V Ranfagni, E Gemmi, S Romagnoli Scientific Reports 11 (1), 22692, 2021 | 13 | 2021 |
| Seismic displacement demand prediction in non-linear domain: Optimization of the N2 method L Diana, A Manno, P Lestuzzi Earthquake Engineering and Engineering Vibration 18, 141-158, 2019 | 12 | 2019 |
| A convergent and fully distributable SVMs training algorithm A Manno, S Sagratella, L Livi 2016 International Joint Conference on Neural Networks (IJCNN), 3076-3080, 2016 | 12 | 2016 |
| Parallel decomposition methods for linearly constrained problems subject to simple bound with application to the SVMs training A Manno, L Palagi, S Sagratella Computational Optimization and Applications 71 (1), 115-145, 2018 | 11 | 2018 |
| Key-cost drivers selection in local public bus transport services through machine learning A Avenali, G Catalano, T D’Alfonso, G Matteucci, A Manno WIT Trans Built Environ 176, 155-66, 2017 | 11 | 2017 |
| A local search method for costly black-box problems and its application to CSP plant start-up optimization refinement A Manno, E Amaldi, F Casella, E Martelli Optimization and Engineering 21, 1563-1598, 2020 | 9 | 2020 |
| Classification of tumor types using XGBoost machine learning model: a vector space transformation of genomic alterations V Zelli, A Manno, C Compagnoni, RO Ibraheem, F Zazzeroni, E Alesse, ... Journal of Translational Medicine 21 (1), 836, 2023 | 7 | 2023 |
| Comparing deep and shallow neural networks in forecasting call center arrivals A Manno, F Rossi, S Smriglio, L Cerone Soft Computing 27 (18), 12943-12957, 2023 | 6 | 2023 |
| Case—Production and distribution optimization of beach equipment for the Marinero company A Manno, L Palagi, S Sagratella INFORMS Transactions on Education 19 (3), 155-159, 2019 | 4 | 2019 |
| On multivariate randomized classification trees: l0-based sparsity, vc dimension and decomposition methods E Amaldi, A Consolo, A Manno Computers & Operations Research 151, 106058, 2023 | 3 | 2023 |
| Seismic displacement-demand and urban damage distribution: the impact of different methods on vulnerability assessment L Diana, Y Reuland, A Manno, P Lestuzzi, S Podestą Proceedings of the Sixth International Symposium on Reliability Engineering …, 2018 | 3 | 2018 |
| A class of parallel decomposition algorithms for SVMs training A Manno, L Palagi, S Sagratella arXiv preprint arXiv:1509.05289, 2015 | 3 | 2015 |
| SCR: A novel surrogate-based global optimization algorithm for constrained black-box problems SA Zaryab, A Manno, E Martelli Computer Aided Chemical Engineering 51, 1213-1218, 2022 | 2 | 2022 |
| An ensemble of artificial neural network models to forecast hourly energy demand A Manno, M Intini, O Jabali, F Malucelli, D Rando Optimization and Engineering, 1-29, 2024 | 1 | 2024 |
| Predicting costs of local public bus transport services through machine learning methods A Amicosante, A Avenali, T D’Alfonso, M Giagnorio, A Manno, G Matteucci Expert Systems with Applications 260, 125396, 2025 | | 2025 |
| Modelling Sensors Degradation for Water Quality Monitoring: A Data-Driven Approach M Pavone, N Epicoco, G Pola, A Manno 2024 IEEE 20th International Conference on Automation Science and …, 2024 | | 2024 |
| Modeling sensors degradation for Water Quality Monitoring M Pavone, N Epicoco, G Pola, A Manno Automatica. it, Convegno Annuale dei Docenti e Ricercatori Italiani in …, 2024 | | 2024 |
Simone SagratellaDepartment of Computer, Control, and Management Engineering Antonio Ruberti at Sapienza UniversityVerified email at dis.uniroma1.it
