Gianfranco Lombardo

40 papers B 2Journal 21Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	LLMs in Staging: An Orchestrated LLM Workflow for Structured Augmentation with Fact Scoring. Future Internet Giuseppe Trimigno, Gianfranco Lombardo, Michele Tomaiuolo, Stefano Cagnoni, Agostino Poggi
2024	J	`jnl`	A Multi-Head LSTM Architecture for Bankruptcy Prediction with Time Series Accounting Data. Future Internet Mattia Pellegrino, Gianfranco Lombardo, George Adosoglou, Stefano Cagnoni, Panos M. Pardalos, Agostino Poggi
2024	J	`jnl`	Digital Twin for Continual Learning in Location Based Services. Eng. Appl. Artif. Intell. Gianfranco Lombardo, Marco Picone, Marco Mamei, Monica Mordonini, Agostino Poggi
2024	J	`jnl`	Language Models Fine-Tuning for Automatic Format Reconstruction of SEC Financial Filings. IEEE Access Gianfranco Lombardo, Giuseppe Trimigno, Mattia Pellegrino, Stefano Cagnoni
2024	J	`jnl`	Natural Language Processing and Deep Learning for Bankruptcy Prediction: An End-to-End Architecture. IEEE Access Gianfranco Lombardo, Andrea Bertogalli, Sergio Consoli, Diego Reforgiato Recupero
2024	—	`ed.`	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. AI4DT&CP@IJCAI Gianfranco Lombardo, Felix Theusch, Marco Picone, Diego Reforgiato Recupero, Giuseppe Vizzari
2024	B	`conf`	Towards Digital Twins in Healthcare: Optimizing Operating Room and Recovery Room Dynamics. KES Mattia Pellegrino, Gianfranco Lombardo, Agostino Poggi
2023	—	`conf`	A System for Tracking Patients in the Operating Room - A Pilot Study. WOA Mattia Pellegrino, Gianfranco Lombardo, Monica Mordonini, Stefano Cagnoni, Eleonora Bottani, Valentina Bellini, Elena Giovanna Bignami, Agostino Poggi
2023	J	`jnl`	Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach. EPJ Data Sci. Golshid Ranjbaran, Diego Reforgiato Recupero, Gianfranco Lombardo, Sergio Consoli
2023	—	`ed.`	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. AI4DT&CP@IJCAI Gianfranco Lombardo, Marco Picone, Diego Reforgiato Recupero, Giuseppe Vizzari
2022	J	`jnl`	Anomaly detection in laser-guided vehicles' batteries: a case study. CoRR Gianfranco Lombardo, Stefano Cagnoni, Stefano Cavalli, Juan José Contreras Gonzáles, Francesco Monica, Monica Mordonini, Michele Tomaiuolo
2022	J	`jnl`	Continual representation learning for node classification in power-law graphs. Future Gener. Comput. Syst. Gianfranco Lombardo, Agostino Poggi, Michele Tomaiuolo
2022	J	`jnl`	Fine-Grained Agent-Based Modeling to Predict Covid-19 Spreading and Effect of Policies in Large-Scale Scenarios. IEEE J. Biomed. Health Informatics Gianfranco Lombardo, Mattia Pellegrino, Michele Tomaiuolo, Stefano Cagnoni, Monica Mordonini, Mario Giacobini, Agostino Poggi
2022	J	`jnl`	High-Performance Computing and ABMS for High-Resolution COVID-19 Spreading Simulation. Future Internet Mattia Pellegrino, Gianfranco Lombardo, Stefano Cagnoni, Agostino Poggi
2022	J	`jnl`	Lazy Network: A Word Embedding-Based Temporal Financial Network to Avoid Economic Shocks in Asset Pricing Models. Complex. George Adosoglou, Seonho Park, Gianfranco Lombardo, Stefano Cagnoni, Panos M. Pardalos
2022	J	`jnl`	Machine Learning for Bankruptcy Prediction in the American Stock Market: Dataset and Benchmarks. Future Internet Gianfranco Lombardo, Mattia Pellegrino, George Adosoglou, Stefano Cagnoni, Panos M. Pardalos, Agostino Poggi
2022	J	`jnl`	Mobility in Unsupervised Word Embeddings for Knowledge Extraction - The Scholars' Trajectories across Research Topics. Future Internet Gianfranco Lombardo, Michele Tomaiuolo, Monica Mordonini, Gaia Codeluppi, Agostino Poggi
2022	—	`conf`	Unsupervised continual learning from synthetic data generated with agent-based modeling and simulation: a preliminary experimentation. WOA Gianfranco Lombardo, Mattia Pellegrino, Agostino Poggi
2021	—	`conf`	ActoDemic: A Distributed Framework for Fine-Grained Spreading Modeling and Simulation in Large Scale Scenarios. WOA Mattia Pellegrino, Gianfranco Lombardo, Monica Mordonini, Michele Tomaiuolo, Stefano Cagnoni, Agostino Poggi
2021	J	`jnl`	Adoption of Social Media in Socio-Technical Systems: A Survey. Inf. Gianfranco Lombardo, Monica Mordonini, Michele Tomaiuolo
2021	—	`conf`	Island model in ActoDatA: an actor-based implementation of a classical distributed evolutionary computation paradigm. GECCO Companion Giuseppe Petrosino, Federico Bergenti, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo, Stefano Cagnoni
2021	J	`jnl`	Neural network embeddings on corporate annual filings for portfolio selection. Expert Syst. Appl. George Adosoglou, Gianfranco Lombardo, Panos M. Pardalos
2020	J	`jnl`	A Survey on Troll Detection. Future Internet Michele Tomaiuolo, Gianfranco Lombardo, Monica Mordonini, Stefano Cagnoni, Agostino Poggi
2020	—	`conf`	A preliminary experimentation for large scale epidemic forecasting simulations. WOA Gianfranco Lombardo, Agostino Poggi
2020	—	`conf`	Actor-based architecture for Cloud Services Orchestration: the case of social media data extraction. WOA Stefano Cavalli, Stefano Cagnoni, Gianfranco Lombardo, Agostino Poggi
2020	J	`jnl`	ActorNode2Vec: An Actor-based solution for Node Embedding over large networks. Intelligenza Artificiale Gianfranco Lombardo, Agostino Poggi
2020	J	`jnl`	Emotion-based analysis of programming languages on Stack Overflow. ICT Express Stefano Cagnoni, Lorenzo Cozzini, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo
2020	—	`conf`	Voice assistants in hospital triage operations. WOA Simone Montali, Gianfranco Lombardo, Monica Mordonini, Michele Tomaiuolo
2019	J	`jnl`	A Multi-Agent Architecture for Data Analysis. Future Internet Gianfranco Lombardo, Paolo Fornacciari, Monica Mordonini, Michele Tomaiuolo, Agostino Poggi
2019	—	`conf`	A Scalable and Distributed Actor-Based Version of the Node2Vec Algorithm. WOA Gianfranco Lombardo, Agostino Poggi
2019	J	`jnl`	A combined approach for the analysis of support groups on Facebook - the case of patients of hidradenitis suppurativa. Multim. Tools Appl. Gianfranco Lombardo, Paolo Fornacciari, Monica Mordonini, Laura Sani, Michele Tomaiuolo
2019	—	`conf`	Intelligent Collection and Analysis of Citizens' Reports. WOA Giulio Angiani, Paolo Fornacciari, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo
2019	J	`jnl`	IoT Wearable Sensor and Deep Learning: An Integrated Approach for Personalized Human Activity Recognition in a Smart Home Environment. IEEE Internet Things J. Valentina Bianchi, Marco Bassoli, Gianfranco Lombardo, Paolo Fornacciari, Monica Mordonini, Ilaria De Munari
2018	—	`conf`	Actors Based Agent Modelling and Simulation. PAAMS (Workshops) Giulio Angiani, Paolo Fornacciari, Gianfranco Lombardo, Agostino Poggi, Michele Tomaiuolo
2018	—	`conf`	Agent based Cellular Automata Simulation. WOA Paolo Fornacciari, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo
2018	—	`conf`	Automatic processing and classification of citizens' reports. GOODTECHS Giulio Angiani, Paolo Fornacciari, Gianfranco Lombardo, Monica Mordonini, Umberto Pietroni, Michele Tomaiuolo
2018	—	`conf`	Image-Based Hoax Detection. GOODTECHS Giulio Angiani, Gaudioso Junior Balba, Paolo Fornacciari, Gianfranco Lombardo, Monica Mordonini, Michele Tomaiuolo
2018	B	`conf`	Social Relevance Index for Studying Communities in a Facebook Group of Patients. EvoApplications Laura Sani, Gianfranco Lombardo, Riccardo Pecori, Paolo Fornacciari, Monica Mordonini, Stefano Cagnoni
2017	—	`conf`	Dynamics of Emotions and Relations in a Facebook Group of Patients with Hidradenitis Suppurativa. GOODTECHS Gianfranco Lombardo, Alberto Ferrari, Paolo Fornacciari, Monica Mordonini, Laura Sani, Michele Tomaiuolo
2017	—	`conf`	OOPP: Tame the Design of Simple Object-Oriented Applications with Graphical Blocks. GOODTECHS Alberto Ferrari, Gianfranco Lombardo, Monica Mordonini, Agostino Poggi, Michele Tomaiuolo