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Author

Gianluca Aguzzi

Observed names: Aguzzi, Gianluca, G. Aguzzi, Gianluca Aguzzi Gianluca Aguzzi
Observed institution: University of Bologna
ORCID: 0000-0002-1553-4561
Observed ORCID: 0000-0002-1553-4561
OpenAlex ID: A5032829453
ScaFI: A Scala DSL and Toolkit for Aggregate Programming
2022 · Roberto Casadei, Mirko Viroli, et al. · SoftwareX · 56
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Open-source small language models for personal medical assistant chatbots
2025 · Matteo Magnini, Gianluca Aguzzi, et al. · Intelligence-Based Medicine · 31
Privacy-preserving LLM-based chatbots for hypertensive patient self-management
2025 · Sara Montagna, Stefano Ferretti, et al. · Smart Health · 27
Towards Reinforcement Learning-based Aggregate Computing
2022 · Gianluca Aguzzi, Roberto Casadei, et al. · Lecture notes in computer science · 25
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LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis
2024 · Sara Montagna, Gianluca Aguzzi, et al. · IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · 23
MacroSwarm: A Field-Based Compositional Framework for Swarm Programming
2023 · Gianluca Aguzzi, Roberto Casadei, et al. · Lecture notes in computer science · 21
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Dynamic Decentralization Domains for the Internet of Things
2022 · Gianluca Aguzzi, Roberto Casadei, et al. · IEEE Internet Computing · 19
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RAG-Enhanced Open SLMs for Hypertension Management Chatbots
2025 · Gianluca Aguzzi, Matteo Magnini, et al. · Journal of Medical Systems · 18
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A field-based computing approach to sensing-driven clustering in robot swarms
2022 · Gianluca Aguzzi, Giorgio Audrito, et al. · Swarm Intelligence · 18
Field-informed Reinforcement Learning of Collective Tasks with Graph Neural Networks
2023 · Gianluca Aguzzi, Mirko Viroli, et al. · IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) · 16
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Addressing Collective Computations Efficiency: Towards a Platform-level Reinforcement Learning Approach
2022 · Gianluca Aguzzi, Roberto Casadei, et al. · IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) · 16
Machine Learning for Aggregate Computing: a Research Roadmap
2022 · Gianluca Aguzzi, Roberto Casadei, et al. · IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW) · 16
Encouraging users in waste sorting using deep neural networks and gamification
2021 · Giovanni Delnevo, Gianluca Aguzzi, et al. · International Conference on Information Technology for Social Good (GoodIT) · 15
Proximity-based Self-Federated Learning
2024 · Davide Domini, Gianluca Aguzzi, et al. · IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) · 12
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A Programming Approach to Collective Autonomy
2021 · Roberto Casadei, Gianluca Aguzzi, et al. · Journal of Sensor and Actuator Networks · 12
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ScaFi-Web: A Web-Based Application for Field-Based Coordination Programming
2021 · Gianluca Aguzzi, Roberto Casadei, et al. · Lecture notes in computer science · 12
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ScaRLib: Towards a hybrid toolchain for aggregate computing and many-agent reinforcement learning
2024 · D. Domini, F. Cavallari, et al. · Science of Computer Programming · 10
Programming (and Learning) Self-Adaptive & Self-Organising Behaviour with ScaFi: for Swarms, Edge-Cloud Ecosystems, and More
2023 · Roberto Casadei, Gianluca Aguzzi, et al. · IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C) · 10
MacroSwarm: A Field-based Compositional Framework for Swarm Programming
2025 · Gianluca Aguzzi, Roberto Casadei, et al. · Logical Methods in Computer Science · 9
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Software Engineering for Collective Cyber-Physical Ecosystems
2025 · Roberto Casadei, Gianluca Aguzzi, et al. · ACM Transactions on Software Engineering and Methodology · 9
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Decentralized Multi-Drone Coordination for Wildlife Video Acquisition
2024 · Denys Grushchak, Jenna Kline, et al. · IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) · 9
Self-Organisation Programming: A Functional Reactive Macro Approach
2023 · Roberto Casadei, Francesco Dente, et al. · IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS) · 9
Scaling Swarm Coordination with GNNs—How Far Can We Go?
2025 · Gianluca Aguzzi, Davide Domini, et al. · AI · 8
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Research directions for Aggregate Computing with Machine Learning
2021 · Gianluca Aguzzi · IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C) · 8
FBFL: A Field-Based Coordination Approach for Data Heterogeneity in Federated Learning
2026 · Davide Domini, Gianluca Aguzzi, et al. · Logical Methods in Computer Science · 7
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Works count: 114
Citation count: 503
H-index: 13
I10-index: 18
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