Artificial intelligence

This line of research is mainly concerned with knowledge representation and reasoning in Artificial Intelligence. Object of research are different knowledge representation techniques such as ontologies, rule-based systems, logic-based approaches (Logic Programming, Event Calculation, Descriptive Logic, Abduction and Argumentation) and their integration also in the field of uncertain reasoning.

Subject of research are also algorithms, methods and tools for the development of "intelligent" systems that can be an efficient and effective support to decisions, using and integrating also learning methods (symbolic and sub-symbolic) and optimization techniques. The results of this activity have been used in several application areas such as, for example, medicine, energy management, smart cities, Web services orchestration, business processes. In particular, run-time and a posteriori verification techniques have been used to monitor the compliance of the execution of processes with respect to guidelines, regulations, standards, protocols and possibly legal aspects.

People

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Gianluca Aguzzi

Adjunct professor

PhD Student

Research fellow

keywords: pervasive computing, intelligenza artificiale, distributed systems, multi-agent learning, programming paradigms
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Roberto Amadini

Associate Professor

keywords: Artificial Intelligence, Constraint Programming, Combinatorial Optimization, Algorithms Portfolio, Software Verification
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Francesco Antici

PhD Student

Teaching tutor

keywords: Constraint Programming, Natural Language Processing, Exascale HPCs, Green AI, Machine Learning
keywords: Quantum Computing, Artificial Intelligence, Data Science, Deep Learning and Machine Learning
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Andrea Asperti

Full Professor

keywords: Deep Learning, Reinforcement Learning, Generative Models
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Ozalp Babaoglu

Full Professor

keywords: High-Performance Computing, Machine learning, Predictive data analytics, Energy efficiency, Fault tolerance,
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Francesco Balzan

PhD Student

keywords: Active Inference
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Ilaria Bartolini

Full Professor

keywords: Intelligent multimedia data management, Similarity search, Ontology-based semantic tagging, Preference-based queries,

Alessandro Bevilacqua

Assistant professor

keywords: 3D computer vision, machine learning, pattern recognition, medical and biomedical imaging, aerial and satellite
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Luciano Bononi

Full Professor

keywords: Network Communication Protocols and architectures, Wireless networks and systems, Sustainable electric vehicular
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Andrea Borghesi

Senior assistant professor (fixed-term)

keywords: Artificial Intelligence, Agent-based Models, Machine Learning, Constraint Programming, Deep Learning, Supercomputers,
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Guido Borghi

Junior assistant professor (fixed-term)

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Samuele Burattini

PhD Student

Teaching tutor

keywords: Pervasive Computing, Human-Computer Interaction, Agent-Oriented Programming, Mixed Reality, Web of Things, Digital Twins
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Antonella Carbonaro

Associate Professor

keywords: data and knowledge representation, explanability, IoT, IoMT, semantic web, digital health
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Roberto Casadei

Senior assistant professor (fixed-term)

keywords: artificial intelligence, programming paradigms, collective systems, distributed systems, pervasive computing, Internet
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Anna Ciampolini

Full Professor

keywords: artificial intelligence, cloud computing, intelligent agents, high performance computing, virtualization
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Paolo Ciancarini

Full Professor

keywords: Coordination languages and models, Multiagent architectures, Semantic web, Entertainment computing, Digital documents,
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Alex Costanzino

PhD Student

Teaching tutor

keywords: Computer Vision, Deep Learning, Depth Estimation, Novel View Synthesis, Neural Radiance Fields, Anomaly Detection &
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Ugo Dal Lago

Full Professor

keywords: Differential Program Semantics, Quantum Computation, Cryptography, Automated Complexity Analysis
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Allegra De Filippo

Junior assistant professor (fixed-term)

keywords: Artificial Intelligence, Decision Support Systems, Hybrid Optimization
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Enrico Denti

Associate Professor

keywords: Multi-agent systems, Programming languages, Agent-oriented software engineering, Software Infrastructures, Internet of
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Nicolò Di Domenico

Research fellow

Teaching tutor

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Matteo Ferrara

Associate Professor

keywords: Biometric Systems, Fingerprint Recognition, Face Recognition, Pattern Recognition, Image Processing, Performance
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Giorgio Franceschelli

PhD Student

Research fellow

Teaching tutor

keywords: Deep Learning, Generative Models, Reinforcement Learning, Creative AI, Intellectual Property
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Annalisa Franco

Associate Professor

keywords: Face recognition, Biometric systems, Human action recognition
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Matteo Francobaldi

PhD Student

Research fellow

Teaching tutor

keywords: Artificial Intelligence, Mathematical Programming, Machine Learning
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Giacomo Frisoni

PhD Student

Research fellow

Teaching tutor

keywords: Text Mining, Natural Language Processing, Natural Language Understanding, Neuro-Symbolic Learning, Knowledge Graphs
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Maurizio Gabbrielli

Full Professor

keywords: Programming languages, Constraint programming, Artificial Intelligence
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Enrico Gallinucci

Fixed-term Researcher in Tenure Track L. 79/2022

keywords: Big Data, NoSQL Databases, Social Data Analysis, Trajectory Data Analysis, Precision Agriculture, Business
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Alessandro Ghibellini

PhD Student

Teaching tutor

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Luca Giuliani

Research fellow

PhD Student

Teaching tutor

keywords: Artificial Intelligence, Machine Learning, Deep Learning, Constraint Programming, Mathematical Programming, Fair AI,
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Matteo Golfarelli

Full Professor

keywords: Big Data, Data warehouse, Design process, Data Mining, Analytics, Social business intelligence, Opinion mining,
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Paolo Italiani

PhD Student

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Uzma Latif

PhD Student

keywords: Predictive Maintenance, Machine Learning, Artificial Intelligence,Computer Vision, Software Engineering and Formal
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Giuseppe Lisanti

Associate Professor

keywords: Computer Vision, Pattern Recognition, Machine Learning, Deep Learning

Stefano Lodi

Associate Professor

keywords: Data mining, Machine learning, Big data analytics, Data science, Quantum Machine Learning
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Michele Lombardi

Associate Professor

keywords: Constraint programming, Operations research, Machine learning, Optimization
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Daniela Loreti

Junior assistant professor (fixed-term)

keywords: Big data, High performance computing, Map reduce, Parallel algorithms, Process mining
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Alessandro Maggio

PhD Student

Teaching tutor

keywords: Artificial Intelligence, Machine Learning, Deep Learning, Constrained Machine Learning, Fair AI, Explainable AI,

Enrico Malizia

Associate Professor

keywords: Artificial intelligence, Computational complexity, Theorectical computer science, Knowledge representation and
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Davide Maltoni

Full Professor

keywords: Biometric systems, Computer vision, Machine learning, Continual learning, Computational neuroscience
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Vittorio Maniezzo

Full Professor

keywords: Computational algorithmics, Matheuristic algorithms, Data analytics, Predictive analytics, Prescriptive analytics,
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Stefano Mattoccia

Associate Professor

keywords: Computer vision, Machine learning, Deep-learning, 3D perception, Stereo vision, monocular depth estimation, Embedded
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Paola Mello

Full Professor

keywords: Computational logic, Logic programming, Intelligent agents, Knowledge representation and reasoning, Process mining, Web
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Michela Milano

Full Professor

keywords: Artificial Intelligence, Decision support systems for policy making, Constraint Programming, Search strategies, hybrid
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Danilo Montesi

Full Professor

keywords: Big data, Social network and medical data analysis, Structured, semi structured and unstructured data analysis
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Gianluca Moro

Associate Professor

keywords: Text mining, Data mining, Deep learning, Cross-modal text and images retrieval, Transfer learning, Ad hoc data centric
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Mirco Musolesi

Full Professor

keywords: Machine intelligence, Machine intelligence, Machine learning, Reinforcement learning, Foundational models, Large
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Andrea Omicini

Full Professor

keywords: simulation, intelligent agents, multiparadigm languages, self-organising systems, pervasive computing, multiagent
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Filippo Orazi

PhD Student

Teaching tutor

keywords: Quantum Computing, Quantum AI
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Danilo Pianini

Senior assistant professor (fixed-term)

keywords: simulation, aggregate programming, Internet of Things, self-organization, complex systems, biomimicry
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Matteo Poggi

Senior assistant professor (fixed-term)

keywords: Computer Vision, Deep Learning, Depth Perception
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Andrea Poltronieri

PhD Student

Teaching tutor

keywords: music information retrieval, semantic technologies, computational musicology, linked open data, pattern extraction,
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Luca Ragazzi

PhD Student

Research fellow

keywords: Text Mining - Natural Language Processing - Natural Language Understanding - Text Summarization - Low Resource Regimes

Adnan Riaz

PhD Student

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Marco Roccetti

Full Professor

keywords: Human data science, Human-AI teaming, Equitable AI, Health intelligence, Predictive analytics in healthcare, Health
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Andrea Roli

Assistant professor

keywords: Artificial intelligence, Complex systems, Bio-inspired robotics, Swarm robotics, Complex systems biology, Genetic
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Silvio Russo

PhD Student

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Tina Salerno

PhD Student

Samuele Salti

Associate Professor

keywords: Computer Vision, Deep Learning, Machine Learning, Telematics
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Claudio Sartori

Full Professor

keywords: Data mining, Machine learning, Big data analytics, Data science, Quantum Machine Learning
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Matteo Scucchia

PhD Student

Teaching tutor

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Mattia Silvestri

PhD Student

keywords: Artificial Intelligence, Deep Learning , Constraint Satisfaction Problems, Combinatorial optimization, Predictive
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Giancarlo Succi

Full Professor

keywords: Empirical software engineering, agile methods, open source, software metrics, application of artificial intelligence to
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Paolo Torroni

Associate Professor

keywords: argumentation mining, interaction protocols, multi-agent systems, agent-based simulation, multi-agent dialogue, logic
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Angelo Trotta

Junior assistant professor (fixed-term)

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Giorgio Tsiotas

PhD Student

keywords: Computer Vision, Internet of Things, Machine Learning, Deep Learning, Natural Language Processing
keywords: Natural Language Processing, Information Retrieval, Neural Symbolic Integration
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Mirko Viroli

Full Professor

keywords: Object-oriented languages, Multiagent systems, Simulation and verification, Coordination, Software engineering,
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Fabio Vitali

Full Professor

keywords: markup languages, Digital Publishing, hypertext systems, document formats, Explainable Artificial Intelligence, User
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Andrea Zanellati

PhD Student

keywords: learning analytics, educational data mining, technology enhanced learning, educational data science

Stefano Pio Zingaro

Junior assistant professor (fixed-term)

keywords: Machine learning, Microservices, Artificial intelligence, Early school leaving