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ORCIDGianfranco Lombardo
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2020 – today
- 2024
[j19]Gianfranco Lombardo
, Giuseppe Trimigno, Mattia Pellegrino, Stefano Cagnoni:
Language Models Fine-Tuning for Automatic Format Reconstruction of SEC Financial Filings. IEEE Access 12: 31249-31261 (2024)- [j18]Gianfranco Lombardo, Andrea Bertogalli, Sergio Consoli, Diego Reforgiato Recupero:
Natural Language Processing and Deep Learning for Bankruptcy Prediction: An End-to-End Architecture. IEEE Access 12: 151075-151091 (2024) - [j17]Gianfranco Lombardo, Marco Picone, Marco Mamei, Monica Mordonini, Agostino Poggi:
Digital Twin for Continual Learning in Location Based Services. Eng. Appl. Artif. Intell. 127(Part A): 107203 (2024) - [j16]Mattia Pellegrino, Gianfranco Lombardo, George Adosoglou, Stefano Cagnoni, Panos M. Pardalos, Agostino Poggi:
A Multi-Head LSTM Architecture for Bankruptcy Prediction with Time Series Accounting Data. Future Internet 16(3): 79 (2024) - [c17]Mattia Pellegrino, Gianfranco Lombardo, Agostino Poggi:
Towards Digital Twins in Healthcare: Optimizing Operating Room and Recovery Room Dynamics. KES 2024: 4732-4740 - [e2]Gianfranco Lombardo, Felix Theusch, Marco Picone, Diego Reforgiato Recupero, Giuseppe Vizzari:
The Second Workshop on AI for Digital Twins and Cyber-Physical Applications in conjunction with 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), Jeju - South Korea, August 3rd 2024. CEUR Workshop Proceedings 3807, CEUR-WS.org 2024 [contents] - 2023
- [j15]Golshid Ranjbaran, Diego Reforgiato Recupero, Gianfranco Lombardo, Sergio Consoli:
Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach. EPJ Data Sci. 12(1): 24 (2023) - [c16]Mattia Pellegrino, Gianfranco Lombardo, Monica Mordonini, Stefano Cagnoni, Eleonora Bottani, Valentina Bellini, Elena Giovanna Bignami, Agostino Poggi:
A System for Tracking Patients in the Operating Room - A Pilot Study. WOA 2023: 181-190 - [e1]Gianfranco Lombardo, Marco Picone, Diego Reforgiato Recupero, Giuseppe Vizzari:
The First Workshop on AI for Digital Twins and Cyber-Physical Applications in conjunction with 32nd International Joint Conference on Artificial Intelligence (AI4DT&CP@IJCAI 2023), Macao S.A.R, August 19th 2023. CEUR Workshop Proceedings 3541, CEUR-WS.org 2023 [contents] - 2022
- [j14]George Adosoglou, Seonho Park, Gianfranco Lombardo, Stefano Cagnoni, Panos M. Pardalos:
Lazy Network: A Word Embedding-Based Temporal Financial Network to Avoid Economic Shocks in Asset Pricing Models. Complex. 2022: 9430919:1-9430919:12 (2022) - [j13]Gianfranco Lombardo, Agostino Poggi, Michele Tomaiuolo:
Continual representation learning for node classification in power-law graphs. Future Gener. Comput. Syst. 128: 420-428 (2022) - [j12]Gianfranco Lombardo, Michele Tomaiuolo, Monica Mordonini, Gaia Codeluppi, Agostino Poggi:
Mobility in Unsupervised Word Embeddings for Knowledge Extraction - The Scholars' Trajectories across Research Topics. Future Internet 14(1): 25 (2022) - [j11]Mattia Pellegrino, Gianfranco Lombardo, Stefano Cagnoni, Agostino Poggi:
High-Performance Computing and ABMS for High-Resolution COVID-19 Spreading Simulation. Future Internet 14(3): 83 (2022) - [j10]Gianfranco Lombardo, Mattia Pellegrino, George Adosoglou, Stefano Cagnoni, Panos M. Pardalos, Agostino Poggi:
Machine Learning for Bankruptcy Prediction in the American Stock Market: Dataset and Benchmarks. Future Internet 14(8): 244 (2022) - [j9]Gianfranco Lombardo, Mattia Pellegrino, Michele Tomaiuolo, Stefano Cagnoni, Monica Mordonini, Mario Giacobini, Agostino Poggi:
Fine-Grained Agent-Based Modeling to Predict Covid-19 Spreading and Effect of Policies in Large-Scale Scenarios. IEEE J. Biomed. Health Informatics 26(5): 2052-2062 (2022) - [c15]Gianfranco Lombardo, Mattia Pellegrino, Agostino Poggi:
Unsupervised continual learning from synthetic data generated with agent-based modeling and simulation: a preliminary experimentation. WOA 2022: 116-126 - [i1]Gianfranco Lombardo, Stefano Cagnoni, Stefano Cavalli, Juan José Contreras Gonzáles, Francesco Monica, Monica Mordonini, Michele Tomaiuolo:
Anomaly detection in laser-guided vehicles' batteries: a case study. CoRR abs/2212.13513 (2022) - 2021
- [j8]George Adosoglou, Gianfranco Lombardo, Panos M. Pardalos:
Neural network embeddings on corporate annual filings for portfolio selection. Expert Syst. Appl. 164: 114053 (2021) - [j7]Gianfranco Lombardo, Monica Mordonini, Michele Tomaiuolo:
Adoption of Social Media in Socio-Technical Systems: A Survey. Inf. 12(3): 132 (2021) - [c14]Giuseppe Petrosino, Federico Bergenti, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo, Stefano Cagnoni:
Island model in ActoDatA: an actor-based implementation of a classical distributed evolutionary computation paradigm. GECCO Companion 2021: 1801-1808 - [c13]Mattia Pellegrino, Gianfranco Lombardo, Monica Mordonini, Michele Tomaiuolo, Stefano Cagnoni, Agostino Poggi:
ActoDemic: A Distributed Framework for Fine-Grained Spreading Modeling and Simulation in Large Scale Scenarios. WOA 2021: 194-209 - 2020
- [j6]Michele Tomaiuolo, Gianfranco Lombardo, Monica Mordonini, Stefano Cagnoni, Agostino Poggi:
A Survey on Troll Detection. Future Internet 12(2): 31 (2020) - [j5]Gianfranco Lombardo, Agostino Poggi:
ActorNode2Vec: An Actor-based solution for Node Embedding over large networks. Intelligenza Artificiale 14(1): 103-114 (2020) - [j4]Stefano Cagnoni, Lorenzo Cozzini, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo:
Emotion-based analysis of programming languages on Stack Overflow. ICT Express 6(3): 238-242 (2020) - [c12]Gianfranco Lombardo, Agostino Poggi:
A preliminary experimentation for large scale epidemic forecasting simulations. WOA 2020: 28-36 - [c11]Simone Montali, Gianfranco Lombardo, Monica Mordonini, Michele Tomaiuolo:
Voice assistants in hospital triage operations. WOA 2020: 147-159 - [c10]Stefano Cavalli, Stefano Cagnoni, Gianfranco Lombardo, Agostino Poggi:
Actor-based architecture for Cloud Services Orchestration: the case of social media data extraction. WOA 2020: 174-183
2010 – 2019
- 2019
- [j3]Gianfranco Lombardo, Paolo Fornacciari, Monica Mordonini, Michele Tomaiuolo, Agostino Poggi:
A Multi-Agent Architecture for Data Analysis. Future Internet 11(2): 49 (2019) - [j2]Valentina Bianchi, Marco Bassoli, Gianfranco Lombardo, Paolo Fornacciari, Monica Mordonini, Ilaria De Munari:
IoT Wearable Sensor and Deep Learning: An Integrated Approach for Personalized Human Activity Recognition in a Smart Home Environment. IEEE Internet Things J. 6(5): 8553-8562 (2019) - [j1]Gianfranco Lombardo, Paolo Fornacciari, Monica Mordonini, Laura Sani, Michele Tomaiuolo:
A combined approach for the analysis of support groups on Facebook - the case of patients of hidradenitis suppurativa. Multim. Tools Appl. 78(3): 3321-3339 (2019) - [c9]Giulio Angiani, Paolo Fornacciari, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo:
Intelligent Collection and Analysis of Citizens' Reports. WOA 2019: 84-89 - [c8]Gianfranco Lombardo, Agostino Poggi:
A Scalable and Distributed Actor-Based Version of the Node2Vec Algorithm. WOA 2019: 134-141 - 2018
- [c7]Laura Sani, Gianfranco Lombardo, Riccardo Pecori, Paolo Fornacciari, Monica Mordonini, Stefano Cagnoni:
Social Relevance Index for Studying Communities in a Facebook Group of Patients. EvoApplications 2018: 125-140 - [c6]Giulio Angiani, Gaudioso Junior Balba, Paolo Fornacciari, Gianfranco Lombardo, Monica Mordonini, Michele Tomaiuolo:
Image-Based Hoax Detection. GOODTECHS 2018: 159-164 - [c5]Giulio Angiani, Paolo Fornacciari, Gianfranco Lombardo, Monica Mordonini, Umberto Pietroni, Michele Tomaiuolo:
Automatic processing and classification of citizens' reports. GOODTECHS 2018: 310-311 - [c4]Giulio Angiani, Paolo Fornacciari, Gianfranco Lombardo, Agostino Poggi, Michele Tomaiuolo:
Actors Based Agent Modelling and Simulation. PAAMS (Workshops) 2018: 443-455 - [c3]Paolo Fornacciari, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo:
Agent based Cellular Automata Simulation. WOA 2018: 16-20 - 2017
- [c2]Gianfranco Lombardo, Alberto Ferrari, Paolo Fornacciari, Monica Mordonini, Laura Sani, Michele Tomaiuolo:
Dynamics of Emotions and Relations in a Facebook Group of Patients with Hidradenitis Suppurativa. GOODTECHS 2017: 269-278 - [c1]Alberto Ferrari, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo:
OOPP: Tame the Design of Simple Object-Oriented Applications with Graphical Blocks. GOODTECHS 2017: 279-288
Coauthor Index
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