Edoardo Fadda

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 49

Top Topics

Posterior Distribution

Reinforcement Learning

Top Venues

Comput. Oper. Res.

Publications

Edoardo Fadda, Evelina Di Corso, Davide Brusco, Vlad Stefan Aelenei, Alexandru Balan Rares
Math-based reinforcement learning for the adaptive budgeted influence maximization problem. Networks 83 (3) (2024)
Daniele Giovanni Gioia, Edoardo Fadda, Paolo Brandimarte
Rolling horizon policies for multi-stage stochastic assemble-to-order problems. Int. J. Prod. Res. 62 (14) (2024)
Leonardo Kanashiro Felizardo, Edoardo Fadda, Emilio Del-Moral-Hernandez, Paolo Brandimarte
Reinforcement learning approaches for the stochastic discrete lot-sizing problem on parallel machines. Expert Syst. Appl. 246 (2024)
Paolo Brandimarte, Edoardo Fadda
A reduced variable neighborhood search for the just in time job shop scheduling problem with sequence dependent setup times. Comput. Oper. Res. 167 (2024)
Maria Elena Bruni, Edoardo Fadda, Stanislav Fedorov, Guido Perboli
A machine learning optimization approach for last-mile delivery and third-party logistics. Comput. Oper. Res. 157 (2023)
Alessandro Baldo, Matteo Boffa, Lorenzo Cascioli, Edoardo Fadda, Chiara Lanza, Arianna Ravera
The polynomial robust knapsack problem. Eur. J. Oper. Res. 305 (3) (2023)
Alfredo Cuzzocrea, Selim Soufargi, Alessandro Baldo, Edoardo Fadda
Scaling Posterior Distributions over Differently-Curated Datasets: A Bayesian-Neural-Networks Methodology. ISMIS (2022)
Alfredo Cuzzocrea, Edoardo Fadda, Enzo Mumolo
Cyber-attack detection via non-linear prediction of IP addresses: an innovative big data analytics approach. Multim. Tools Appl. 81 (1) (2022)
Alfredo Cuzzocrea, Edoardo Fadda
Virus Spread Modeling and Simulation: A Behavioral Parameters Approach and Its Application to Covid-19. ICEIS (1) (2022)
Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba
A chance-constraint approach for optimizing social engagement-based services. FedCSIS (2022)
Edoardo Fadda, Junda He, Claudio J. Tessone, Paolo Barucca
Consensus formation on heterogeneous networks. EPJ Data Sci. 11 (1) (2022)
Michel Bierlaire, Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba
Workforce Allocation for Social Engagement Services via Stochastic Optimization. WCO (2022)
Alessandro Baldo, Alfredo Cuzzocrea, Edoardo Fadda
Towards a Bayesian-Neural-Networks Framework for Scaling Posterior Distributions over Different-Curation Datasets. ICCBDC (2022)
Alfredo Cuzzocrea, Edoardo Fadda, Emilio Leonardi
Effective and Efficient Heuristic Approaches for Solving the Capacitated P-Median Clustering Problem. ICCBDC (2022)
Edoardo Fadda, Junda He, Claudio Tessone, Paolo Barucca
Consensus formation on heterogeneous networks. CoRR (2021)
Edoardo Fadda, Pierluigi Plebani, Monica Vitali
Monitoring-Aware Optimal Deployment for Applications Based on Microservices. IEEE Trans. Serv. Comput. 14 (6) (2021)
Alfredo Cuzzocrea, Edoardo Fadda, Alessandro Baldo
Lyapunov Central Limit Theorem: Theoretical Properties and Applications in Big-Data-Populated Smart City Settings. ICCBDC (2021)
Alfredo Cuzzocrea, Enzo Mumolo, Edoardo Fadda, Selim Soufargi, Carson K. Leung
Non-Linear Analytic Prediction of IP Addresses for Supporting Cyber Attack Detection and Analysis. SEBD (2021)
Alfredo Cuzzocrea, Ernesto Damiani, Hamda Al-Ali, Rabeb Mizouni, Ghalia Tello, Edoardo Fadda
From Low-Level-Event-Logs to High-Level-Business-Process-Model-Activities: An Advanced Framework based on Machine Learning and Flexible BPMN Model Translation. SEBD (2021)
Edoardo Fadda, Stanislav Fedorov, Guido Perboli, Ivan Dario Cardenas Barbosa
Mixing machine learning and optimization for the tactical capacity planning in last-mile delivery. COMPSAC (2021)
Alfredo Cuzzocrea, Carson K. Leung, Anifat M. Olawoyin, Edoardo Fadda
Supporting Privacy-Preserving Big Data Analytics on Temporal Open Big Data. EUSPN/ICTH (2021)
Alessandro Baldo, Alfredo Cuzzocrea, Edoardo Fadda, Pablo G. Bringas
Financial Forecasting via Deep-Learning and Machine-Learning Tools over Two-Dimensional Objects Transformed from Time Series. HAIS (2021)
Alfredo Cuzzocrea, Edoardo Fadda
Adaptive Complex Data-Intensive Web Systems via Object-oriented Paradigms: A Real-life Case Study. ICEIS (2) (2021)
Ilaria Gioda, Davide Caputo, Edoardo Fadda, Daniele Manerba, Blanca Silva Fernández, Roberto Tadei
Solving assignment problems via Quantum Computing: a case-study in train seating arrangement. FedCSIS (2021)
Alfredo Cuzzocrea, Giovanni Pilato, Edoardo Fadda
User Emotion Detection via Taxonomy Management: An Innovative System. SEBD (2020)
Alfredo Cuzzocrea, Vincenzo De Maio, Edoardo Fadda
Experimenting and Assessing a Distributed Privacy-Preserving OLAP over Big Data Framework: Principles, Practice, and Experiences. COMPSAC (2020)
Alfredo Cuzzocrea, Edoardo Fadda
Data-Intensive Object-Oriented Adaptive Web Systems: Implementing and Experimenting the OO-XAHM Framework. MEDES (2020)
Edoardo Fadda, Lohic Fotio Tiotsop, Daniele Manerba, Roberto Tadei
The Stochastic Multipath Traveling Salesman Problem with Dependent Random Travel Costs. Transp. Sci. 54 (5) (2020)
Yuanyuan Li, Edoardo Fadda, Daniele Manerba, Mina Roohnavazfar, Roberto Tadei, Olivier Terzo
Online Single-Machine Scheduling via Reinforcement Learning. WCO@FedCSIS (2020)
Alfredo Cuzzocrea, Carson K. Leung, Bryan H. Wodi, S. Sourav, Edoardo Fadda
An Effective and Efficient Technique for Supporting Privacy-Preserving Keyword-Based Search over Encrypted Data in Clouds. EUSPN/ICTH (2020)
Yuanyuan Li, Edoardo Fadda, Daniele Manerba, Roberto Tadei, Olivier Terzo
Reinforcement Learning Algorithms for Online Single-Machine Scheduling. FedCSIS (2020)
Alfredo Cuzzocrea, Carson K. Leung, Deyu Deng, Jiaxing Jason Mai, Fan Jiang, Edoardo Fadda
A Combined Deep-Learning and Transfer-Learning Approach for Supporting Social Influence Prediction. EUSPN/ICTH (2020)
Enzo Mumolo, Edoardo Fadda, Marco Tessarotto, Alfredo Cuzzocrea
Supporting Cyber Attack Detection via Non-Linear Analytic Prediction of IP Addresses: A Big Data Analytics Technique. DMSVIVA (2020)
Edoardo Fadda
Integrating sensors data in optimization methods for sustainable urban logistic. 4OR 18 (2) (2020)
Pino Castrogiovanni, Edoardo Fadda, Guido Perboli, Alessandro Rizzo
Smartphone Data Classification Technique for Detecting the Usage of Public or Private Transportation Modes. IEEE Access 8 (2020)
Alfredo Cuzzocrea, Enzo Mumolo, Edoardo Fadda, Marco Tessarotto
A Novel Big Data Analytics Approach for Supporting Cyber Attack Detection via Non-linear Analytic Prediction of IP Addresses. ICCSA (1) (2020)
Alfredo Cuzzocrea, Mohamed Medhat Gaber, Edoardo Fadda, Giorgio Mario Grasso
An innovative framework for supporting big atmospheric data analytics via clustering-based spatio-temporal analysis. J. Ambient Intell. Humaniz. Comput. 10 (9) (2019)
Edoardo Fadda, Guido Perboli, Roberto Tadei
A progressive hedging method for the optimization of social engagement and opportunistic IoT problems. Eur. J. Oper. Res. 277 (2) (2019)
Edoardo Fadda, Daniele Manerba, Roberto Tadei, Paolo Camurati, Gianpiero Cabodi
KPIs for Optimal Location of charging stations for Electric Vehicles: the Biella case-study. FedCSIS (2019)
Edoardo Fadda, Luca Gobbato, Guido Perboli, Mariangela Rosano, Roberto Tadei
Waste Collection in Urban Areas: A Case Study. Interfaces 48 (4) (2018)
Edoardo Fadda, Guido Perboli, Valerio Vallesio, Dario Mana
Sustainable mobility and user preferences by crowdsourcing data: the Open Agora project. CASE (2018)
Guido Perboli, Roberto Tadei, Edoardo Fadda
New Valid Inequalities for the Two-Echelon Capacitated Vehicle Routing Problem. Electron. Notes Discret. Math. 64 (2018)
Edoardo Fadda, Guido Perboli, Roberto Tadei
Customized multi-period stochastic assignment problem for social engagement and opportunistic IoT. Comput. Oper. Res. 93 (2018)
Vito Cerone, Edoardo Fadda, Diego Regruto
Inner approximation of parameter uncertainty intervals in bounded error identification. CDC (2017)
Edoardo Fadda, Guido Perboli, Giovanni Squillero
Adaptive Batteries Exploiting On-Line Steady-State Evolution Strategy. EvoApplications (1) (2017)
Edoardo Fadda, Dario Mana, Guido Perboli, Roberto Tadei
Multi Period Assignment Problem for Social Engagement and Opportunistic IoT. COMPSAC (2) (2017)
Vito Cerone, Edoardo Fadda, Diego Regruto
A robust optimization approach to kernel-based nonparametric error-in-variables identification in the presence of bounded noise. ACC (2017)
Roberto Tadei, Edoardo Fadda, Luca Gobbato, Guido Perboli, Mariangela Rosano
An ICT-Based Reference Model for E-grocery in Smart Cities. Smart-CT (2016)
Edoardo Fadda, Pierluigi Plebani, Monica Vitali
Optimizing Monitorability of Multi-cloud Applications. CAiSE (2016)