Andrea Coletta

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 37

Top Topics

Learning Models

Clustering Algorithm

Developing Countries

Top Venues

IEEE Trans. Mob. Comput.

Publications

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
Synthetic Data Applications in Finance. CoRR (2024)
Matteo Prata, Giuseppe Masi, Leonardo Berti, Viviana Arrigoni, Andrea Coletta, Irene Cannistraci, Svitlana Vyetrenko, Paola Velardi, Novella Bartolini
Lob-based deep learning models for stock price trend prediction: a benchmark study. Artif. Intell. Rev. 57 (5) (2024)
Andrea Coletta, Kshama Dwarakanath, Penghang Liu, Svitlana Vyetrenko, Tucker Balch
LLM-driven Imitation of Subrational Behavior : Illusion or Reality? CoRR (2024)
Novella Bartolini, Andrea Coletta, Gaia Maselli, Matteo Prata
TaMaRA: A Task Management and Routing Algorithm for FANETs. IEEE Trans. Mob. Comput. 23 (5) (2024)
Simone Brusatin, Tommaso Padoan, Andrea Coletta, Domenico Delli Gatti, Aldo Glielmo
Simulating the economic impact of rationality through reinforcement learning and agent-based modelling. CoRR (2024)
Andrea Coletta, Svitlana Vyetrenko, Tucker Balch
K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs. ICML (2023)
Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri, Jonathan D. Ashdown, Francesco Restuccia
-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems. CoRR (2023)
Andrea Coletta, Sriram Gopalakrishnan, Daniel Borrajo, Svitlana Vyetrenko
On the Constrained Time-Series Generation Problem. NeurIPS (2023)
Tom Bamford, Andrea Coletta, Elizabeth Fons, Sriram Gopalakrishnan, Svitlana Vyetrenko, Tucker Balch, Manuela Veloso
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections. ICAIF (2023)
Novella Bartolini, Andrea Coletta, Gaia Maselli
SIDE : Self Driving Drones Embrace Uncertainty. IEEE Trans. Mob. Comput. 22 (6) (2023)
Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri, Jonathan D. Ashdown, Francesco Restuccia
-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems. INFOCOM (2023)
Andrea Coletta, Sriram Gopalakrishnan, Daniel Borrajo, Svitlana Vyetrenko
On the Constrained Time-Series Generation Problem. CoRR (2023)
Novella Bartolini, Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri
Stop & Offload: Periodic data offloading in UAV networks. Comput. Commun. 212 (2023)
Novella Bartolini, Andrea Coletta, Flavio Giorgi, Gaia Maselli, Matteo Prata, Domenicomichele Silvestri
Stop & Route: Periodic Data Offloading in UAV Networks. WONS (2023)
Andrea Coletta, Joseph Jerome, Rahul Savani, Svitlana Vyetrenko
Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness. ICAIF (2023)
Song Wei, Andrea Coletta, Svitlana Vyetrenko, Tucker Balch
ATMS: Algorithmic Trading-Guided Market Simulation. CoRR (2023)
Andrea Coletta, Joseph Jerome, Rahul Savani, Svitlana Vyetrenko
Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness. CoRR (2023)
Andrea Coletta, Svitlana Vyetrenko, Tucker Balch
K-SHAP: Policy Clustering Algorithm for Anonymous State-Action Pairs. CoRR (2023)
Matteo Prata, Giuseppe Masi, Leonardo Berti, Viviana Arrigoni, Andrea Coletta, Irene Cannistraci, Svitlana Vyetrenko, Paola Velardi, Novella Bartolini
LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study. CoRR (2023)
Tom Bamford, Andrea Coletta, Elizabeth Fons, Sriram Gopalakrishnan, Svitlana Vyetrenko, Tucker Balch, Manuela Veloso
Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections. CoRR (2023)
Andrea Coletta, Novella Bartolini, Gaia Maselli, Annalyse Kehs, Peter McCloskey, David P. Hughes
Optimal Deployment in Crowdsensing for Plant Disease Diagnosis in Developing Countries. IEEE Internet Things J. 9 (9) (2022)
Andrea Coletta, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch
Learning to simulate realistic limit order book markets from data as a World Agent. ICAIF (2022)
Andrea Coletta, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch
Learning to simulate realistic limit order book markets from data as a World Agent. CoRR (2022)
Novella Bartolini, Andrea Coletta, Gaia Maselli, Mauro Piva, Domenicomichele Silvestri
GenPath - A Genetic Multi-Round Path Planning Algorithm for Aerial Vehicles. INFOCOM Workshops (2021)
Andrea Coletta, Matteo Prata, Michele Conti, Emanuele Mercanti, Novella Bartolini, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch
Towards Realistic Market Simulations: a Generative Adversarial Networks Approach. CoRR (2021)
Novella Bartolini, Andrea Coletta, Matteo Prata, Camilla Serino
On connected deployment of delay-critical FANETs. IROS (2021)
Novella Bartolini, Andrea Coletta, Andrea Gennaro, Gaia Maselli, Matteo Prata
MAD for FANETs: Movement Assisted Delivery for Flying Ad-hoc Networks. ICDCS (2021)
Novella Bartolini, Andrea Coletta, Gaia Maselli, Alá F. Khalifeh
A Multi-Trip Task Assignment for Early Target Inspection in Squads of Aerial Drones. IEEE Trans. Mob. Comput. 20 (11) (2021)
Mauro Piva, Andrea Coletta, Gaia Maselli, John A. Stankovic
Environment-driven Communication in Battery-free Smart Buildings. ACM Trans. Internet Things 2 (2) (2021)
Andrea Coletta, Matteo Prata, Michele Conti, Emanuele Mercanti, Novella Bartolini, Aymeric Moulin, Svitlana Vyetrenko, Tucker Balch
Towards realistic market simulations: a generative adversarial networks approach. ICAIF (2021)
Andrea Coletta, Gaia Maselli, Mauro Piva, Domenicomichele Silvestri, Francesco Restuccia
My SIM is Leaking My Data: Exposing Self-Login Privacy Breaches in Smartphones. CoRR (2020)
Andrea Coletta, Gaia Maselli, Mauro Piva, Domenicomichele Silvestri
DANGER: a drones aided network for guiding emergency and rescue operations. MobiHoc (2020)
Novella Bartolini, Andrea Coletta, Gaia Maselli, Mauro Piva
DRUBER: a trustable decentralized drone-based delivery system. DroNet@MobiSys (2020)
Andrea Coletta, Novella Bartolini, Gaia Maselli, David P. Hughes
On Optimal Crowd-Sensing Task Management in Developing Countries. PerCom Workshops (2020)
Lisbeth Ravnkilde Kjølbye, Anne Laustsen, Mikkel Vestergaard, Xavier Periole, Leonardo De Maria, Allan Svendsen, Andrea Coletta, Birgit Schiøtt
Molecular Modeling Investigation of the Interaction between Humicola insolens Cutinase and SDS Surfactant Suggests a Mechanism for Enzyme Inactivation. J. Chem. Inf. Model. 59 (5) (2019)
Novella Bartolini, Andrea Coletta, Gaia Maselli
On Task Assignment for Early Target Inspection in Squads of Aerial Drones. ICDCS (2019)
Andrea Coletta, Maria De Marsico, Emanuele Panizzi, Bardh Prenkaj, Domenicomichele Silvestri
MIMOSE: multimodal interaction for music orchestration sheet editors - An integrable multimodal music editor interaction system. Multim. Tools Appl. 78 (23) (2019)