ANDREA COLETTA

PhD Graduate

PhD program:: XXXIV


co-supervisor: Gaia Maselli


Research products

11573/1704983 - 2024 - LOB-Based Deep Learning Models for Stock Price Trend Prediction: A Benchmark Study
Prata, Matteo; Masi, Giuseppe; Berti, Leonardo; Arrigoni, Viviana; Coletta, Andrea; Cannistraci, Irene; Vyetrenko, Svitlana; Velardi, Paola; Bartolini, Novella - 01a Articolo in rivista
paper: ARTIFICIAL INTELLIGENCE REVIEW (-DORDRECHT, NETHERLANDS: SPRINGER VERLAG -Oxford; Exeter: Blackwell Scientific Publications Intellect Limited. -Dordrecht Netherlands: Kluwer Academic Publishers) pp. - - issn: 0269-2821 - wos: WOS:001201489200002 (0) - scopus: 2-s2.0-85190360528 (1)

11573/1703887 - 2023 - Multi-Modal Financial Time-Series Retrieval Through Latent Space Projections
Bamford, T.; Coletta, A.; Fons, E.; Gopalakrishnan, S.; Vyetrenko, S.; Balch, T.; Veloso, M. - 04b Atto di convegno in volume
conference: 4th ACM International Conference on AI in Finance (New York)
book: 4th ACM International Conference on AI in Finance - ()

11573/1690935 - 2023 - Stop & Offload: Periodic data offloading in UAV networks
Bartolini, N.; Coletta, A.; Giorgi, F.; Maselli, G.; Prata, M.; Silvestri, D. - 01a Articolo in rivista
paper: COMPUTER COMMUNICATIONS (Amsterdam: Elsevier) pp. 239-250 - issn: 1873-703X - wos: WOS:001093382100001 (0) - scopus: 2-s2.0-85174346707 (0)

11573/1722386 - 2023 - Stop & Route: Periodic Data Offloading in UAV Networks
Bartolini, Novella; Coletta, Andrea; Giorgi, Flavio; Maselli, Gaia; Prata, Matteo; Silvestri, Domenicomichele - 04b Atto di convegno in volume
conference: 18th Wireless On-Demand Network Systems and Services Conference (WONS) (Madonna di Campiglio)
book: 18th Wireless On-Demand Network Systems and Services Conference (WONS) - ()

11573/1686055 - 2023 - TaMaRA: A Task Management and Routing Algorithm for FANETs
Bartolini, Novella; Coletta, Andrea; Maselli, Gaia; Prata, Matteo - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON MOBILE COMPUTING () pp. 1-13 - issn: 1536-1233 - wos: (0) - scopus: 2-s2.0-85166763032 (0)

11573/1688476 - 2023 - A$^2$-UAV: Application-Aware Content and Network Optimization of Edge-Assisted UAV Systems
Coletta, Andrea; Giorgi, Flavio; Maselli, Gaia; Prata, Matteo; Silvestri, Domenicomichele; Ashdown, Jonathan; Restuccia, Francesco - 04b Atto di convegno in volume
conference: IEEE INFOCOM 2023 - IEEE Conference on Computer Communications (New York)
book: IEEE INFOCOM 2023 - IEEE Conference on Computer Communications - ()

11573/1717405 - 2023 - On the Constrained Time-Series Generation Problem
Coletta, Andrea; Gopalakrishan, Sriram; Borrajo, Daniel; Vyetrenko, Svitlana - 04b Atto di convegno in volume
conference: Advances in Neural Information Processing Systems 36 (NeurIPS 2023) (New Orleans, LA, USA)
book: Advances in Neural Information Processing Systems 36 (NeurIPS 2023) - ()

11573/1703885 - 2023 - Conditional Generators for Limit Order Book Environments: Explainability, Challenges, and Robustness
Coletta, Andrea; Jerome, Joseph; Savani, Rahul; Vyetrenko, Svitlana - 04b Atto di convegno in volume
conference: 4th ACM International Conference on AI in Finance (New York)
book: 4th ACM International Conference on AI in Finance - ()

11573/1688474 - 2023 - K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs
Coletta, Andrea; Vyetrenko, Svitlana; Balch, Tucker - 04b Atto di convegno in volume
conference: 40th International Conference on Machine Learning, ICML 2023 (Honolulu , Hawaii)
book: Proceedings of the 40th International Conference on Machine Learning - ()

11573/1415678 - 2022 - Optimal deployment in crowd sensing for plant disease diagnosis in developing countries
Coletta, Andrea; Bartolini, Novella; Maselli, Gaia; Kehs, Annalyse; Mccloskey, Peter; Hughes, David Peter - 01a Articolo in rivista
paper: IEEE INTERNET OF THINGS JOURNAL (Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2014-.) pp. - - issn: 2327-4662 - wos: WOS:000795973100010 (7) - scopus: 2-s2.0-85129479972 (15)

11573/1688469 - 2022 - Learning to simulate realistic limit order book markets from data as a World Agent
Coletta, Andrea; Moulin, Aymeric; Vyetrenko, Svitlana; Balch, Tucker - 04b Atto di convegno in volume
conference: ACM International Conference on AI in Finance (New York)
book: 3rd ACM International Conference on AI in Finance - (9781450393768)

11573/1644095 - 2021 - SIDE: Self drIving DronEs embrace uncertainty
Bartolini, N.; Coletta, A.; Maselli, G. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON MOBILE COMPUTING () pp. 1-1 - issn: 1536-1233 - wos: WOS:000982912400016 (0) - scopus: 2-s2.0-85121794273 (3)

11573/1393010 - 2021 - A Multi-Trip Task Assignment for Early Target Inspection in Squads of Aerial Drones
Bartolini, N.; Coletta, A.; Maselli, G.; Khalifeh, A. - 01a Articolo in rivista
paper: IEEE TRANSACTIONS ON MOBILE COMPUTING () pp. 3099-3116 - issn: 1536-1233 - wos: WOS:000702553000001 (17) - scopus: 2-s2.0-85116572905 (28)

11573/1521394 - 2021 - MAD for FANETs: Movement Assisted Delivery for Flying Ad-hoc Networks
Bartolini, Novella; Coletta, Andrea; Gennaro, Andrea; Maselli, Gaia; Prata, Matteo - 04b Atto di convegno in volume
conference: IEEE International Conference on Distributed Computing Systems (IEEE ICDCS 2021) (Virtual Conference)
book: Proceedings of IEEE ICDCS 2021 - ()

11573/1645021 - 2021 - On Connected Deployment of Delay-Critical FANETs
Bartolini, Novella; Coletta, Andrea; Prata, Matteo; Serino, Camilla - 04b Atto di convegno in volume
conference: IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (Prague, Czech Republic)
book: 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) - ()

11573/1645044 - 2021 - Towards Realistic Market Simulations: a Generative Adversarial Networks Approach
Coletta, Andrea; Prata, Matteo; Conti, Michele; Mercanti, Emanuele; Bartolini, Novella; Moulin, Aymeric; Vyetrenko, Svitlana; Balch, Tucker - 04b Atto di convegno in volume
conference: ACM International Conference on AI in Finance (ICAIF '21) (Virtual Conference)
book: ICAIF '21: Proceedings of the Second ACM International Conference on AI in Finance - ()

11573/1555748 - 2021 - Environment-driven Communication in Battery-free Smart Buildings
Piva, Mauro; Coletta, Andrea; Maselli, Gaia; Stankovic, John A. - 01a Articolo in rivista
paper: ACM TRANSACTIONS ON THE INTERNET OF THINGS (New York NY: Association for Computing Machinery Inc.) pp. 1-30 - issn: 2691-1914 - wos: WOS:000904138000007 (0) - scopus: (0)

11573/1412017 - 2020 - DRUBER: a trustable decentralized drone-based delivery system
Bartolini, Novella; Coletta, Andrea; Maselli, Gaia; Piva, Mauro - 04b Atto di convegno in volume
conference: DroNet 2020 - 6th ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications (Toronto, Canada)
book: DroNet '20: Proceedings of the 6th ACM Workshop on Micro Aerial Vehicle Networks, Systems, and Applications - (9781450380102)

11573/1461565 - 2020 - DANGER: A drones aided network for guiding emergency and rescue operations
Coletta, A.; Maselli, G.; Piva, M.; Silvestri, D. - 04b Atto di convegno in volume
conference: 21st ACM International Symposium on Mobile Ad Hoc Networking and Computing, MobiHoc 2020 (usa)
book: Proceedings of the International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc) - (9781450380157)

11573/1417363 - 2020 - On Optimal Crowd-Sensing Task Management in Developing Countries
Coletta, Andrea; Bartolini, Novella; Maselli, Gaia; Hughes, David P. - 04b Atto di convegno in volume
conference: International Workshop on Pervasive Information Flow (PerFlow'20) (Austin, TX)
book: 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops) - ()

11573/1282045 - 2019 - On task assignment for early target inspection in squads of aerial drones
Bartolini, Novella; Coletta, Andrea; Maselli, Gaia - 04b Atto di convegno in volume
conference: IEEE International Conference on Distributed Computing Systems (ICDCS) 2019 (Dallas, TX; United States)
book: Proceedings - International Conference on Distributed Computing Systems - (978-172812519-0)

11573/1313349 - 2019 - MIMOSE: multimodal interaction for music orchestration sheet editors: an integrable multimodal music editor interaction system
Coletta, A.; De Marsico, M.; Panizzi, E.; Prenkaj, B.; Silvestri, D. - 01a Articolo in rivista
paper: MULTIMEDIA TOOLS AND APPLICATIONS (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. 33041-33068 - issn: 1380-7501 - wos: WOS:000500000600020 (2) - scopus: 2-s2.0-85068165466 (3)

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