Andrea Coletta

Orcid: 0000-0003-1401-1715

According to our database1, Andrea Coletta authored at least 29 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
LLM-driven Imitation of Subrational Behavior : Illusion or Reality?
CoRR, 2024

Synthetic Data Applications in Finance.
CoRR, 2024

2023
Stop & Offload: Periodic data offloading in UAV networks.
Comput. Commun., December, 2023

SIDE : Self Driving Drones Embrace Uncertainty.
IEEE Trans. Mob. Comput., June, 2023

ATMS: Algorithmic Trading-Guided Market Simulation.
CoRR, 2023

LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study.
CoRR, 2023

K-SHAP: Policy Clustering Algorithm for Anonymous State-Action Pairs.
CoRR, 2023

Stop & Route: Periodic Data Offloading in UAV Networks.
Proceedings of the 18th Wireless On-Demand Network Systems and Services Conference, 2023

On the Constrained Time-Series Generation Problem.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A<sup>2</sup>-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems.
Proceedings of the IEEE INFOCOM 2023, 2023

K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs.
Proceedings of the International Conference on Machine Learning, 2023

Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness.
Proceedings of the 4th ACM International Conference on AI in Finance, 2023

Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections.
Proceedings of the 4th ACM International Conference on AI in Finance, 2023

2022
Towards autonomous networks of drones.
PhD thesis, 2022

Optimal Deployment in Crowdsensing for Plant Disease Diagnosis in Developing Countries.
IEEE Internet Things J., 2022

Learning to simulate realistic limit order book markets from data as a World Agent.
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.
IEEE Trans. Mob. Comput., 2021

Environment-driven Communication in Battery-free Smart Buildings.
ACM Trans. Internet Things, 2021

On connected deployment of delay-critical FANETs.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

GenPath - A Genetic Multi-Round Path Planning Algorithm for Aerial Vehicles.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

MAD for FANETs: Movement Assisted Delivery for Flying Ad-hoc Networks.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

Towards realistic market simulations: a generative adversarial networks approach.
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.
CoRR, 2020

On Optimal Crowd-Sensing Task Management in Developing Countries.
Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

DRUBER: a trustable decentralized drone-based delivery system.
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.
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.
Multim. Tools Appl., 2019

Molecular Modeling Investigation of the Interaction between Humicola insolens Cutinase and SDS Surfactant Suggests a Mechanism for Enzyme Inactivation.
J. Chem. Inf. Model., 2019

On Task Assignment for Early Target Inspection in Squads of Aerial Drones.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019


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