Andrea Coletta

According to our database, Andrea Coletta authored at least 33 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A 2-UAV: Application-Aware resilient edge-assisted UAV networks.

Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri, Jonathan D. Ashdown, Francesco Restuccia

Comput. Networks, 2025

2024

TaMaRA: A Task Management and Routing Algorithm for FANETs.

Novella Bartolini, Andrea Coletta, Gaia Maselli, Matteo Prata

IEEE Trans. Mob. Comput., May, 2024

Lob-based deep learning models for stock price trend prediction: a benchmark study.

Matteo Prata, Giuseppe Masi, Leonardo Berti, Viviana Arrigoni, Andrea Coletta, Irene Cannistraci, Svitlana Vyetrenko, Paola Velardi, Novella Bartolini

Artif. Intell. Rev., May, 2024

Privacy-Preserving Synthetically Augmented Knowledge Graphs with Semantic Utility.

Luigi Bellomarini, Costanza Catalano, Andrea Coletta, Michela Iezzi, Pierangela Samarati

CoRR, 2024

LLM-driven Imitation of Subrational Behavior : Illusion or Reality?

Andrea Coletta, Kshama Dwarakanath, Penghang Liu, Svitlana Vyetrenko, Tucker Balch

CoRR, 2024

Synthetic Data Applications in Finance.

Vamsi K. Potluru, Daniel Borrajo, Andrea Coletta, Niccolò Dalmasso, Yousef El-Laham, Elizabeth Fons, Mohsen Ghassemi, Sriram Gopalakrishnan, Vikesh Gosai, Eleonora Kreacic, Ganapathy Mani, Saheed Obitayo, Deepak Paramanand, Natraj Raman, Mikhail Solonin, Srijan Sood, Svitlana Vyetrenko, Haibei Zhu, Manuela Veloso, Tucker Balch

CoRR, 2024

Simulating the Economic Impact of Rationality through Reinforcement Learning and Agent-Based Modelling.

Simone Brusatin, Tommaso Padoan, Andrea Coletta, Domenico Delli Gatti, Aldo Glielmo

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

2023

Stop & Offload: Periodic data offloading in UAV networks.

Novella Bartolini, Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri

Comput. Commun., December, 2023

SIDE : Self Driving Drones Embrace Uncertainty.

Novella Bartolini, Andrea Coletta, Gaia Maselli

IEEE Trans. Mob. Comput., June, 2023

ATMS: Algorithmic Trading-Guided Market Simulation.

Song Wei, Andrea Coletta, Svitlana Vyetrenko, Tucker Balch

CoRR, 2023

K-SHAP: Policy Clustering Algorithm for Anonymous State-Action Pairs.

Andrea Coletta, Svitlana Vyetrenko, Tucker Balch

CoRR, 2023

Stop & Route: Periodic Data Offloading in UAV Networks.

Novella Bartolini, Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri

Proceedings of the 18th Wireless On-Demand Network Systems and Services Conference, 2023

On the Constrained Time-Series Generation Problem.

Andrea Coletta, Sriram Gopalakrishnan, Daniel Borrajo, Svitlana Vyetrenko

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A²-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems.

Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri, Jonathan D. Ashdown, Francesco Restuccia

Proceedings of the IEEE INFOCOM 2023, 2023

K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs.

Andrea Coletta, Svitlana Vyetrenko, Tucker Balch

Proceedings of the International Conference on Machine Learning, 2023

Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness.

Andrea Coletta, Joseph Jerome, Rahul Savani, Svitlana Vyetrenko

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections.

Tom Bamford, Andrea Coletta, Elizabeth Fons, Sriram Gopalakrishnan, Svitlana Vyetrenko, Tucker Balch, Manuela Veloso

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2022

Towards autonomous networks of drones.

Andrea Coletta

PhD thesis, 2022

Optimal Deployment in Crowdsensing for Plant Disease Diagnosis in Developing Countries.

Andrea Coletta, Novella Bartolini, Gaia Maselli, Annalyse Kehs, Peter McCloskey, David P. Hughes

IEEE Internet Things J., 2022

Learning to simulate realistic limit order book markets from data as a World Agent.

Andrea Coletta, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch

Proceedings of the 3rd ACM International Conference on AI in Finance, 2022

2021

A Multi-Trip Task Assignment for Early Target Inspection in Squads of Aerial Drones.

Novella Bartolini, Andrea Coletta, Gaia Maselli, Alá F. Khalifeh

IEEE Trans. Mob. Comput., 2021

Environment-driven Communication in Battery-free Smart Buildings.

Mauro Piva, Andrea Coletta, Gaia Maselli, John A. Stankovic

ACM Trans. Internet Things, 2021

On connected deployment of delay-critical FANETs.

Novella Bartolini, Andrea Coletta, Matteo Prata, Camilla Serino

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

GenPath - A Genetic Multi-Round Path Planning Algorithm for Aerial Vehicles.

Novella Bartolini, Andrea Coletta, Gaia Maselli, Mauro Piva, Domenicomichele Silvestri

Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

MAD for FANETs: Movement Assisted Delivery for Flying Ad-hoc Networks.

Novella Bartolini, Andrea Coletta, Andrea Gennaro, Gaia Maselli, Matteo Prata

Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

Towards realistic market simulations: a generative adversarial networks approach.

Andrea Coletta, Matteo Prata, Michele Conti, Emanuele Mercanti, Novella Bartolini, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch

Proceedings of the ICAIF'21: 2nd ACM International Conference on AI in Finance, Virtual Event, November 3, 2021

2020

My SIM is Leaking My Data: Exposing Self-Login Privacy Breaches in Smartphones.

Andrea Coletta, Gaia Maselli, Mauro Piva, Domenicomichele Silvestri, Francesco Restuccia

CoRR, 2020

On Optimal Crowd-Sensing Task Management in Developing Countries.

Andrea Coletta, Novella Bartolini, Gaia Maselli, David P. Hughes

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

DRUBER: a trustable decentralized drone-based delivery system.

Novella Bartolini, Andrea Coletta, Gaia Maselli, Mauro Piva

Proceedings of the DroNet@MobiSys 2020: Proceedings of the 6th ACM Workshop on Micro Aerial Vehicle Networks, 2020

DANGER: a drones aided network for guiding emergency and rescue operations.

Andrea Coletta, Gaia Maselli, Mauro Piva, Domenicomichele Silvestri

Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020

2019

MIMOSE: multimodal interaction for music orchestration sheet editors - An integrable multimodal music editor interaction system.

Andrea Coletta, Maria De Marsico, Emanuele Panizzi, Bardh Prenkaj, Domenicomichele Silvestri

Multim. Tools Appl., 2019

Molecular Modeling Investigation of the Interaction between Humicola insolens Cutinase and SDS Surfactant Suggests a Mechanism for Enzyme Inactivation.

Lisbeth Ravnkilde Kjølbye, Anne Laustsen, Mikkel Vestergaard, Xavier Periole, Leonardo De Maria, Allan Svendsen, Andrea Coletta, Birgit Schiøtt

J. Chem. Inf. Model., 2019

On Task Assignment for Early Target Inspection in Squads of Aerial Drones.

Novella Bartolini, Andrea Coletta, Gaia Maselli

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019