Archivio Istituzionale della RicercaFADDA, EDOARDO
FADDA, EDOARDO
Dipartimento di Scienze Matematiche
032649
A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic Networks
2025 Felizardo, Leonardo Kanashiro; Fadda, Edoardo; Brandimarte, Paolo; Del-Moral-Hernandez, Emilio; Nascimento, Mariá Cristina Vasconcelos
Joint Discount and Replenishment Parametric Policies for Perishable Products
2024 Fadda, Edoardo; Gioia, Daniele Giovanni; Brandimarte, Paolo; Maggioni, Francesca
Workforce Allocation for Social Engagement Services via Stochastic Optimization
2024 Bierlaire, Michel; Fadda, Edoardo; Tiotsop, Lohic Fotio; Manerba, Daniele
A chance-constraint approach for optimizing social engagement-based services
2022 Bierlaire, Michel; FOTIO TIOTSOP, Lohic; Manerba, Daniele; Fadda, Edoardo
Effective and Efficient Heuristic Approaches for Solving the Capacitated P-Median Clustering Problem
2022 Cuzzocrea, Alfredo; Fadda, Edoardo; Leonardi, Emilio
Machine Learning for Variable Cost and Size Bin Packing Problem
2022 Fedorov, Stanislav; Fadda, Edoardo; Perboli, Guido
Machine Learning heuristic for Variable Cost and Size Bin Packing Problem with Stochastic Items
2022 Fedorov, Stanislav; Fadda, Edoardo; Perboli, Guido
Scaling Posterior Distributions over Differently-Curated Datasets: A Bayesian-Neural-Networks Methodology
2022 Cuzzocrea, Alfredo; Soufargi, Selim; Baldo, Alessandro; Fadda, Edoardo
Towards a Bayesian-Neural-Networks Framework for Scaling Posterior Distributions over Different-Curation Datasets
2022 Baldo, Alessandro; Cuzzocrea, Alfredo; Fadda, Edoardo
Virus Spread Modeling and Simulation: A Behavioral Parameters Approach and Its Application to Covid-19
2022 Cuzzocrea, Alfredo; Fadda, Edoardo
Adaptive Complex Data-Intensive Web Systems via Object-oriented Paradigms: A Real-life Case Study
2021 Cuzzocrea, A.; Fadda, E.
Financial Forecasting via Deep-Learning and Machine-Learning Tools over Two-Dimensional Objects Transformed from Time Series
2021 Baldo, A.; Cuzzocrea, A.; Fadda, E.; Bringas, P. G.
From low-level-event-logs to high-level-business-process-model-activities: An advanced framework based on machine learning and flexible BPMN model translation
2021 Cuzzocrea, A.; Damiani, E.; Al-Ali, H.; Mizouni, R.; Tello, G.; Fadda, E.
Lyapunov Central Limit Theorem: Theoretical Properties and Applications in Big-Data-Populated Smart City Settings
2021 Cuzzocrea, A.; Fadda, E.; Baldo, A.
Mixing machine learning and optimization for the tactical capacity planning in last-mile delivery
2021 Fadda, Edoardo; Fedorov, Stanislav; Perboli, Guido; Cardenas Barbosa, Ivan Dario
Non-linear analytic prediction of IP addresses for supporting cyber attack detection and analysis
2021 Cuzzocrea, A.; Mumolo, E.; Fadda, E.; Soufargi, S.; Leung, C. K.
Solving assignment problems via Quantum Computing: A case-study in train seating arrangement
2021 Gioda, I.; Caputo, D.; Fadda, E.; Manerba, D.; Silva Fernandez, B.; Tadei, R.
Supporting Privacy-Preserving Big Data Analytics on Temporal Open Big Data
2021 Cuzzocrea, Alfredo; Leung, Carson K.; Olawoyin, Anifat M.; Fadda, Edoardo
A combined deep-learning and transfer-learning approach for supporting social influence prediction
2020 Cuzzocrea, A.; Leung, C. K.; Deng, D.; Mai, J. J.; Jiang, F.; Fadda, E.
A Novel Big Data Analytics Approach for Supporting Cyber Attack Detection via Non-linear Analytic Prediction of IP Addresses
2020 Cuzzocrea, Alfredo; Mumolo, Enzo; Fadda, Edoardo; Tessarotto, Marco
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic Networks / Felizardo, L.K., Fadda, E., Brandimarte, P., Del-Moral-Hernandez, E., Nascimento, M.C.V.. - (2025), pp. 1-8. (2025 International Joint Conference on Neural Networks (IJCNN) Roma (ITA) 30 June - 5 July 2025) [10.1109/ijcnn64981.2025.11227565]. | 1-gen-2025 | Fadda, EdoardoBrandimarte, Paolo + | A_Reinforcement_Learning_Method_for_Environments_with_Stochastic_Variables_Post-Decision_Proximal_Policy_Optimization_with_Dual_Critic_Networks.pdf; 2504.05150v2.pdf |
| Joint Discount and Replenishment Parametric Policies for Perishable Products / Fadda, E., Gioia, D.G., Brandimarte, P., Maggioni, F.. - 58:(2024), pp. 427-432. (18th IFAC Symposium on Information Control Problems in Manufacturing: INCOM 2024 Vienna (Austria) August 28-30, 2024) [10.1016/j.ifacol.2024.09.249]. | 1-gen-2024 | Fadda, EdoardoBrandimarte, Paolo + | 2024_INCOM (2).pdf; 1-s2.0-S2405896324016781-main.pdf |
| Workforce Allocation for Social Engagement Services via Stochastic Optimization / Bierlaire, M., Fadda, E., Tiotsop, L.F., Manerba, D.. - 1158 SCI:(2024), pp. 71-87. (Workshop on Computational Optimization, WCO 2022 Sofia (Bulgaria) 4 September 2022 through 7 September 2022) [10.1007/978-3-031-57320-0_5]. | 1-gen-2024 | Fadda, EdoardoTiotsop, Lohic Fotio + | FedCsis_2022_Social_Engagement.pdf |
| A chance-constraint approach for optimizing social engagement-based services / Bierlaire, M., FOTIO TIOTSOP, L., Manerba, D., Fadda, E.. - 30:(2022), pp. 301-304. (FedCSIS Sofia 4-7 settembre 2022) [10.15439/2022F235]. | 1-gen-2022 | Lohic Fotio TiotsopDaniele ManerbaEdoardo Fadda + | FedCsis_2022_Social_Engagement.pdf; A chance-constraint approach for optimizing Social Engagement-based services.pdf |
| Effective and Efficient Heuristic Approaches for Solving the Capacitated P-Median Clustering Problem / Cuzzocrea, A., Fadda, E., Leonardi, E.. - (2022), pp. 12-18. (6th International Conference on Cloud and Big Data Computing, ICCBDC 2022 Birmingham (UK) 18-20 August 2022) [10.1145/3555962.3555965]. | 1-gen-2022 | Fadda, EdoardoLeonardi, Emilio + | 3555962.3555965.pdf |
| Machine Learning for Variable Cost and Size Bin Packing Problem / Fedorov, S., Fadda, E., Perboli, G.. - ELETTRONICO. - (2022). (6th AIROYoung Workshop Roma 23rd to 25th February 2022). | 1-gen-2022 | Fedorov,StanislavFadda,EdoardoPerboli,Guido | FEDOROV_STANISLAV_6AYW.pdf |
| Machine Learning heuristic for Variable Cost and Size Bin Packing Problem with Stochastic Items / Fedorov, S., Fadda, E., Perboli, G.. - ELETTRONICO. - (2022), pp. 287-287. (The International Conference on Optimization and Decision Science 2022 Florence, Italy August 30th - September 2nd 2022). | 1-gen-2022 | Fedorov,StanislavFadda,EdoardoPerboli,Guido | Contribution_Title (3).pdf |
| Scaling Posterior Distributions over Differently-Curated Datasets: A Bayesian-Neural-Networks Methodology / Cuzzocrea, A., Soufargi, S., Baldo, A., Fadda, E.. - 13515:(2022), pp. 198-208. (26th International Symposium on Methodologies for Intelligent Systems, ISMIS 2022 Cosenza (Ita) October 3–5, 2022) [10.1007/978-3-031-16564-1_19]. | 1-gen-2022 | Fadda, Edoardo + | 978-3-031-16564-1.pdf |
| Towards a Bayesian-Neural-Networks Framework for Scaling Posterior Distributions over Different-Curation Datasets / Baldo, A., Cuzzocrea, A., Fadda, E.. - (2022), pp. 71-77. (6th International Conference on Cloud and Big Data Computing Birmingham (UK) August 18 - 20, 2022) [10.1145/3555962.3555974]. | 1-gen-2022 | Fadda, Edoardo + | 3555962.3555974.pdf |
| Virus Spread Modeling and Simulation: A Behavioral Parameters Approach and Its Application to Covid-19 / Cuzzocrea, A., Fadda, E.. - 1:(2022), pp. 187-193. (24th International Conference on Enterprise Information Systems, ICEIS 2022 online April 25-27, 2022) [10.5220/0011055900003179]. | 1-gen-2022 | Fadda, Edoardo + | 110559.pdf |
| Adaptive Complex Data-Intensive Web Systems via Object-oriented Paradigms: A Real-life Case Study / Cuzzocrea, A., Fadda, E.. - 2:(2021), pp. 565-572. (23rd International Conference on Enterprise Information Systems, ICEIS 2021 online 26 April 2021 through 28 April 2021) [10.5220/0010481705650572]. | 1-gen-2021 | Fadda E. + | 7073759551ddf836f52c70998d593137e0f2.pdf |
| Financial Forecasting via Deep-Learning and Machine-Learning Tools over Two-Dimensional Objects Transformed from Time Series / Baldo, A., Cuzzocrea, A., Fadda, E., Bringas, P.G.. - 12886:(2021), pp. 550-563. (16th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2021 Bilbao (Esp) September 22–24, 2021) [10.1007/978-3-030-86271-8_46]. | 1-gen-2021 | Fadda E. + | 978-3-030-86271-8.pdf |
| From low-level-event-logs to high-level-business-process-model-activities: An advanced framework based on machine learning and flexible BPMN model translation / Cuzzocrea, A., Damiani, E., Al-Ali, H., Mizouni, R., Tello, G., Fadda, E.. - 2994:(2021). (29th Italian Symposium on Advanced Database Systems, SEBD 2021 Pizzo Calabro (Ita) September 5-9, 2021). | 1-gen-2021 | Fadda E. + | paper9.pdf |
| Lyapunov Central Limit Theorem: Theoretical Properties and Applications in Big-Data-Populated Smart City Settings / Cuzzocrea, A., Fadda, E., Baldo, A.. - (2021), pp. 34-38. (5th International Conference on Cloud and Big Data Computing Online 13 August 2021to 15 August 2021) [10.1145/3481646.3481652]. | 1-gen-2021 | Fadda E. + | Lyapunov Central Limit Theorem_ Theoretical Properties and Applications in Big-Data-Populated Smart City Settings.pdf |
| Mixing machine learning and optimization for the tactical capacity planning in last-mile delivery / Fadda, E., Fedorov, S., Perboli, G., Cardenas Barbosa, I.D.. - ELETTRONICO. - (2021), pp. 1-6. (2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC) Virtual July, 12-16, 2021) [10.1109/COMPSAC51774.2021.00180]. | 1-gen-2021 | Fadda, EdoardoFedorov, StanislavPerboli, Guido + | PaperWriteup.pdf; 2021-compsac-Mixing_machine_learning_and_optimization.pdf |
| Non-linear analytic prediction of IP addresses for supporting cyber attack detection and analysis / Cuzzocrea, A., Mumolo, E., Fadda, E., Soufargi, S., Leung, C.K.. - 2994:(2021). (29th Italian Symposium on Advanced Database Systems, SEBD 2021 Pizzo Calabro (Ita) 5 September 2021 through 9 September 2021). | 1-gen-2021 | Fadda E. + | paper2.pdf |
| Solving assignment problems via Quantum Computing: A case-study in train seating arrangement / Gioda, I., Caputo, D., Fadda, E., Manerba, D., Silva Fernandez, B., Tadei, R.. - 25:(2021), pp. 217-220. (16th Conference on Computer Science and Intelligence Systems, FedCSIS 2021 bgr 2021) [10.15439/2021F74]. | 1-gen-2021 | Fadda E. + | 2021 Fedcsis Train arrangement.pdf; Solving assignment problems via Quantum Computing_ a case-study in train seating arrangement.pdf |
| Supporting Privacy-Preserving Big Data Analytics on Temporal Open Big Data / Cuzzocrea, A., Leung, C.K., Olawoyin, A.M., Fadda, E.. - In: PROCEDIA COMPUTER SCIENCE. - ISSN 1877-0509. - 198:(2021), pp. 112-121. (12th International Conference on Emerging Ubiquitous Systems and Pervasive Networks / 11th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare Leuven (Belgium) 1 November 2021 through 4 November 2021) [10.1016/j.procs.2021.12.217]. | 1-gen-2021 | Fadda, Edoardo + | 1-s2.0-S187705092102456X-main.pdf |
| A combined deep-learning and transfer-learning approach for supporting social influence prediction / Cuzzocrea, A., Leung, C.K., Deng, D., Mai, J.J., Jiang, F., Fadda, E.. - In: PROCEDIA COMPUTER SCIENCE. - ISSN 1877-0509. - 177:(2020), pp. 170-177. (11th International Conference on Emerging Ubiquitous Systems and Pervasive Networks, EUSPN 2020 Madeira (Portugal) November 2-5, 2020) [10.1016/j.procs.2020.10.025]. | 1-gen-2020 | Fadda E. + | main.pdf |
| A Novel Big Data Analytics Approach for Supporting Cyber Attack Detection via Non-linear Analytic Prediction of IP Addresses / Cuzzocrea, A., Mumolo, E., Fadda, E., Tessarotto, M.. - 12249 LNCS:(2020), pp. 978-991. (20th International Conference on Computational Science and Its Applications Cagliari (Ita) 1 July 2020 through 4 July 2020) [10.1007/978-3-030-58799-4_70]. | 1-gen-2020 | Fadda, Edoardo + | 978-3-030-58799-4.pdf |