Davide Azzalini

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Financial Time Series

Anomaly Detection

Highly Dynamic Environments

Reinforcement Learning Agents

Top Venues

MIDAS@PKDD/ECML

Publications

Benedetta Flammini, Davide Azzalini, Francesco Amigoni
Preventing Deadlocks for Multi-Agent Pickup and Delivery in Dynamic Environments. AAMAS (2024)
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia
Loss Compensation in Multi-Session Recommendation Under Limited Availability. EDBT (2024)
Luca Martiri, Davide Azzalini, Loredana Cristaldi, Francesco Amigoni
A Transfer Learning Approach for Remaining Useful Life Estimation of Lithium-Ion Batteries. MetroInd4.0 & IoT (2024)
Alessandro Carminati, Davide Azzalini, Simone Vantini, Francesco Amigoni
A Distributed Approach for Fault Detection in Swarms of Robots. AAMAS (2024)
Benedetta Flammini, Davide Azzalini, Francesco Amigoni
Multi-Agent Pickup and Delivery in Presence of Another Team of Robots. AAMAS (2023)
Luca Martiri, Davide Azzalini, Benedetta Flammini, Loredana Cristaldi, Francesco Amigoni
Improving Remaining Useful Life Estimation of Lithium-Ion Batteries when Nearing End of Life. MetroXRAINE (2023)
Alberto Castellini, Francesco Masillo, Davide Azzalini, Francesco Amigoni, Alessandro Farinelli
Adversarial Data Augmentation for HMM-Based Anomaly Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Benedetta Flammini, Davide Azzalini, Francesco Amigoni
Multi-Agent Pickup and Delivery in a Dynamic Environment (short paper). AIRO@AI*IA (2023)
Davide Azzalini, Elisa Quintarelli, Emanuele Rabosio, Letizia Tanca
Accounting for Bossy Users in Context-Aware Group Recommendations. SEBD (2022)
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Letizia Tanca, Sihem Amer-Yahia
SoCRATe: a Framework for Compensating Users Over Time with Limited Availability Recommendations. SEBD (2022)
Davide Azzalini, Elisa Quintarelli, Emanuele Rabosio, Letizia Tanca
FARGO: A Fair, Context-AwaRe, Group RecOmmender System. BIAS (2022)
Francesco Amigoni, Davide Azzalini, Nicola Basilico, Benedetta Flammini
MAPF and MAPD: Recent Developments and Future Directions (short paper). AIRO@AI*IA (2022)
Davide Azzalini, Fabio Azzalini, Chiara Criscuolo, Tommaso Dolci, Davide Martinenghi, Sihem Amer-Yahia
SoCRATe: A Recommendation System with Limited-Availability Items. CIKM (2022)
Davide Azzalini, Luca Bonali, Francesco Amigoni
A Minimally Supervised Approach Based on Variational Autoencoders for Anomaly Detection in Autonomous Robots. IEEE Robotics Autom. Lett. 6 (2) (2021)
Davide Azzalini
Modeling and Comparing Robot Behaviors for Anomaly Detection. AAMAS (2020)
Davide Azzalini, Alberto Castellini, Matteo Luperto, Alessandro Farinelli, Francesco Amigoni
HMMs for Anomaly Detection in Autonomous Robots. AAMAS (2020)
Davide Azzalini, Fabio Azzalini, Mirjana Mazuran, Letizia Tanca
Evolution of Financial Time Series Clusters. SEBD (2019)
Davide Azzalini, Fabio Azzalini, Mirjana Mazuran, Letizia Tanca
Tracking the Evolution of Financial Time Series Clusters. DSMM@SIGMOD (2019)
Letizia Tanca, Paolo Atzeni, Davide Azzalini, Ilaria Bartolini, Luca Cabibbo, Luca Calderoni, Paolo Ciaccia, Valter Crescenzi, Juan Carlos De Martin, Selina Fenoglietto, Donatella Firmani, Sergio Greco, Francesco Isgrò, Dario Maio, Davide Martinenghi, Maristella Matera, Paolo Merialdo, Cristian Molinaro, Marco Patella, Roberto Prevete, Elisa Quintarelli, Antonio Santangelo, Andrea Tagarelli, Guglielmo Tamburrini, Riccardo Torlone
Ethics-aware Data Governance (Vision Paper). SEBD (2018)
Davide Azzalini, Fabio Azzalini, Davide Greco, Mirjana Mazuran, Letizia Tanca
Event Recognition Strategies applied in the Mercurio Project. MIDAS@PKDD/ECML (2017)