Andrea Coletta

Pubblicazioni

Titolo Pubblicato in Anno
LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study ARTIFICIAL INTELLIGENCE REVIEW 2024
TaMaRA: A Task Management and Routing Algorithm for FANETs IEEE TRANSACTIONS ON MOBILE COMPUTING 2023
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs Proceedings of the 40th International Conference on Machine Learning 2023
A$^2$-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems IEEE INFOCOM 2023 - IEEE Conference on Computer Communications 2023
Stop & Offload: Periodic data offloading in UAV networks COMPUTER COMMUNICATIONS 2023
Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness 4th ACM International Conference on AI in Finance 2023
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections 4th ACM International Conference on AI in Finance 2023
On the Constrained Time-Series Generation Problem Advances in Neural Information Processing Systems 36 (NeurIPS 2023) 2023
Learning to simulate realistic limit order book markets from data as a World Agent 3rd ACM International Conference on AI in Finance 2022
MAD for FANETs: Movement Assisted Delivery for Flying Ad-hoc Networks Proceedings of IEEE ICDCS 2021 2021
Environment-driven Communication in Battery-free Smart Buildings ACM TRANSACTIONS ON THE INTERNET OF THINGS 2021
SIDE: Self drIving DronEs embrace uncertainty IEEE TRANSACTIONS ON MOBILE COMPUTING 2021
On Connected Deployment of Delay-Critical FANETs 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2021
Towards Realistic Market Simulations: a Generative Adversarial Networks Approach ICAIF '21: Proceedings of the Second ACM International Conference on AI in Finance 2021
A Multi-Trip Task Assignment for Early Target Inspection in Squads of Aerial Drones IEEE TRANSACTIONS ON MOBILE COMPUTING 2020
DRUBER: a trustable decentralized drone-based delivery system DroNet '20: Proceedings of the 6th ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications 2020
Optimal deployment in crowd sensing for plant disease diagnosis in developing countries IEEE INTERNET OF THINGS JOURNAL 2020
On Optimal Crowd-Sensing Task Management in Developing Countries 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops) 2020
DANGER: A drones aided network for guiding emergency and rescue operations Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc) 2020
On task assignment for early target inspection in squads of aerial drones Proceedings - International Conference on Distributed Computing Systems 2019

Progetti di Ricerca

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