Artificial Intelligence Lab

Established in 2018 in collaboration with leading scientific partners, Intesa Sanpaolo Innovation Center's Artificial Intelligence Lab has defined an open innovation model for applied research as well. The goal is to generate new assets (algorithms, mathematical models, humanoid robotics and service solutions) to be industrialized in support of business, while protecting their intellectual property and going so far as to produce numerous scientific publications, which certify the level of innovativeness of the work done. The Lab shares the results of its work with colleagues and external audiences through dissemination seminars.  The AI Lab model has enabled the emergence of projects such as the Anti Financial Crime Digital Hub, whose founding partners include Intesa Sanpaolo, Intesa Sanpaolo Innovation Center, PoliTO, UniTO and CENTAI. The collaborative model is also enhanced in the PNRR  in which innovation is increasingly understood as the result of interchange between different entities, especially between the public and private sectors.

MAIN AREAS
Energy

AI to facilitate the energy transition and resource optimization.

Decarbonization

AI to measure and reduce the carbon footprint and consumption.

Agtech

Service Robotic and AI models for a new model of sustainable development.

Health & Safety and Wellbeing

Humanoid Robotics to support therapies and AI for formulating diagnoses.

Marketing & Communications

AI to allow the analysis of complex data sources (high and unstructured volumes).

Governance & Cybersecurity

AI as an analysis tool in the field of anti-financial crime and cybersecurity.

Finance, Insurance & Wealth Management

AI to support Financial Institutions

Scientific publications

Salvatore Vilella, Arthur Thomas Edward Capozzi Lupi, Giancarlo Ruffo, Marco Fornasiero, Dario Moncalvo, Valeria Ricci, Silvia Ronchiadin

FinWeb (2023)

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Simone Pescarolo, Dario Russignaga, Luca Maria D’apuzzo, Matteo Nazzario, Irene Borgini, Sara Beneventi, Giorgio Gilli

International Journal of Life Science Research Archive (2023)

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Simone Pescarolo, Dario Russignaga, Luca Maria D’apuzzo, Matteo Nazzario, Irene Borgini, Sara Beneventi, Giorgio Gilli

International Journal of Life Science Research Archive (2023)

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Jacopo Fior, Thomas Favale, Luca Cagliero, Danilo Giordano, Marco Mellia, Elena Baralis, Silvia Ronchiadin, Paolo Baracco, Dario Moncalvo

IEEE Big Data 2022 (2022)

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Cristina Gena, Rossana Damiano, Claudio Mattutino, Alessandro Mazzei, Stefania Brighenti, Matteo Nazzario, Andrea Meirone, Camilla Quarato, Elisabetta Miraglio, Giulia Ricciardiello, Francesco Petriglia, Federica Liscio, Giuseppe Piccinni, Loredana Mazzotta, Cesare Pecone, Valeria Ricci ;

UMAP ‘22 (2022)

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Cristina Gena, Claudio Mattutino, Stefania Brighenti, Andrea Meirone, Francesco Petriglia,  Loredana Mazzotta,  Federica Liscio, Matteo Nazzario, Valeria Ricci, Camilla Quarato, Cesare Pecone, Giuseppe Piccinni 

ACM - Conference on Intelligent User Interfaces (2021) 

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Alessia Lai, Annalisa Bergna, Stefano Toppo, Marina Morganti, Stefano Menzo, Valeria Ghisetti, Bianca Bruzzone, Mauro Codeluppi, Vito Fiore, Emmanuele Venanzi Rullo, Guido Antonelli, Loredana Sarmati, Gaetano Brindicci, Annapaola Callegaro, Caterina Sagnelli, Daniela Francisci, Ilaria Vicenti, Arianna Miola, Giovanni Tonon, Daniela Cirillo, Ilaria Menozzi, Sara Caucci, Francesco Cerutti, Andrea Orsi, Roberta Schiavo, Sergio Babudieri, Giuseppe Nunnari, Claudio M. Mastroianni, Massimo Andreoni, Laura Monno, Davide Guarneri, Nicola Coppola, Andrea Crisanti, Massimo Galli, Gianguglielmo Zehender

Nature Scientific Reports (2022)

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Claudia Berloco, Gianmarco De Francisci Morales, Daniele Frassineti, Greta Greco, Hashani Kumarasinghe, Marco Lamieri, Emanuele Massaro, Arianna Miola, Shuyi Yang

Plos One (2021)

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Michele Starnini, Charalampos E. Tsourakakis, Maryam Zamanipour, André Panisson, Walter Allasia, Marco Fornasiero, Laura Li Puma, Valeria Ricci, Silvia Ronchiadin, Angela Ugrinoska, Marco Varetto, Dario Moncalvo 

ECML PKDD - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (2021)

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Carlo Abrate, Alessio Angius, Gianmarco De Francisci Morales, Stefano Cozzini, Francesca Iadanza, Laura Li Puma, Simone Pavanelli, Alan Perotti, Stefano Pignataro, Silvia Ronchiadin 

ECML PKDD - European Conference on Machine Learning and  Principles and Practice of Knowledge Discovery in Databases (2021) 

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Mattia Cerrato, Roberto Esposito, Laura Li Puma 

SAC - Symposium on Applied Computing (2020) 

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Alessia Lai, Annalisa Bergna, Sara Caucci, Nicola Clementi, Ilaria Vicenti, Filippo Dragoni, Anna Maria Cattelan, Stefano Menzo, Angelo Pan, Annapaola Callegaro Adriano Tagliabracci, Arnaldo Carus, Francesca Caccuri, Silvia Ronchiadin, Claudia Balotta, Maurizio Zazzi, Emanuela Vaccher, Massimo Clementi, Massimo Galli, Gianguglielmo Zehender

Viruses (2020) 

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Alfonso Semeraro, Marcella Tambuscio, Silvia Ronchiadin, Laura Li Puma, Giancarlo Ruffo 

Applied Network Science (2020) 

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Cristina Gena, Claudio Mattutino, Stefania Brighenti, Matteo Nazzario, Federico Buratto, Fernando Vito Falcone 

CAESAR - Workshop on Adapted intEraction with SociAl Robots (2020)

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Exploiting graph metrics to detect anomalies in cross-country money transfer temporal networks

Salvatore Vilella, Arthur Thomas Edward Capozzi Lupi, Giancarlo Ruffo, Marco Fornasiero, Dario Moncalvo, Valeria Ricci, Silvia Ronchiadin

FinWeb (2023)

Study on the effectiveness of an air treatment tool that combines filtration and photocatalysis

Simone Pescarolo, Dario Russignaga, Luca Maria D’apuzzo, Matteo Nazzario, Irene Borgini, Sara Beneventi, Giorgio Gilli

International Journal of Life Science Research Archive (2023)

Study on the effectiveness of the sanitization activity of a robot equipped with UV lamps

Simone Pescarolo, Dario Russignaga, Luca Maria D’apuzzo, Matteo Nazzario, Irene Borgini, Sara Beneventi, Giorgio Gilli

International Journal of Life Science Research Archive (2023)

Legal Entity Disambiguation for Financial Crime Detection

Jacopo Fior, Thomas Favale, Luca Cagliero, Danilo Giordano, Marco Mellia, Elena Baralis, Silvia Ronchiadin, Paolo Baracco, Dario Moncalvo

IEEE Big Data 2022 (2022)

Ontologies and Open Data for Enriching Personalized Social Moments in Human Robot Interaction

Cristina Gena, Rossana Damiano, Claudio Mattutino, Alessandro Mazzei, Stefania Brighenti, Matteo Nazzario, Andrea Meirone, Camilla Quarato, Elisabetta Miraglio, Giulia Ricciardiello, Francesco Petriglia, Federica Liscio, Giuseppe Piccinni, Loredana Mazzotta, Cesare Pecone, Valeria Ricci ;

UMAP ‘22 (2022)

Sugar, Salt & Pepper - Humanoid robotics for autism

Cristina Gena, Claudio Mattutino, Stefania Brighenti, Andrea Meirone, Francesco Petriglia,  Loredana Mazzotta,  Federica Liscio, Matteo Nazzario, Valeria Ricci, Camilla Quarato, Cesare Pecone, Giuseppe Piccinni 

ACM - Conference on Intelligent User Interfaces (2021) 

Phylogeography and genomic epidemiology of SARS-CoV-2 in Italy and Europe with newly characterized Italian genomes between February-June 2020

Alessia Lai, Annalisa Bergna, Stefano Toppo, Marina Morganti, Stefano Menzo, Valeria Ghisetti, Bianca Bruzzone, Mauro Codeluppi, Vito Fiore, Emmanuele Venanzi Rullo, Guido Antonelli, Loredana Sarmati, Gaetano Brindicci, Annapaola Callegaro, Caterina Sagnelli, Daniela Francisci, Ilaria Vicenti, Arianna Miola, Giovanni Tonon, Daniela Cirillo, Ilaria Menozzi, Sara Caucci, Francesco Cerutti, Andrea Orsi, Roberta Schiavo, Sergio Babudieri, Giuseppe Nunnari, Claudio M. Mastroianni, Massimo Andreoni, Laura Monno, Davide Guarneri, Nicola Coppola, Andrea Crisanti, Massimo Galli, Gianguglielmo Zehender

Nature Scientific Reports (2022)

Predicting corporate credit risk: Network contagion via trade credit

Claudia Berloco, Gianmarco De Francisci Morales, Daniele Frassineti, Greta Greco, Hashani Kumarasinghe, Marco Lamieri, Emanuele Massaro, Arianna Miola, Shuyi Yang

Plos One (2021)

Smurf-based Anti-Money Laundering in Time-Evolving Transaction Networks

Michele Starnini, Charalampos E. Tsourakakis, Maryam Zamanipour, André Panisson, Walter Allasia, Marco Fornasiero, Laura Li Puma, Valeria Ricci, Silvia Ronchiadin, Angela Ugrinoska, Marco Varetto, Dario Moncalvo 

ECML PKDD - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (2021)

Continuous-Action Reinforcement Learning for Portfolio Allocation of a Life Insurance Company

Carlo Abrate, Alessio Angius, Gianmarco De Francisci Morales, Stefano Cozzini, Francesca Iadanza, Laura Li Puma, Simone Pavanelli, Alan Perotti, Stefano Pignataro, Silvia Ronchiadin 

ECML PKDD - European Conference on Machine Learning and  Principles and Practice of Knowledge Discovery in Databases (2021) 

Constraining deep representations with a noise module for fair classification

Mattia Cerrato, Roberto Esposito, Laura Li Puma 

SAC - Symposium on Applied Computing (2020) 

Molecular Tracing of SARS-CoV-2 in Italy in the First Three Months of the Epidemic

Alessia Lai, Annalisa Bergna, Sara Caucci, Nicola Clementi, Ilaria Vicenti, Filippo Dragoni, Anna Maria Cattelan, Stefano Menzo, Angelo Pan, Annapaola Callegaro Adriano Tagliabracci, Arnaldo Carus, Francesca Caccuri, Silvia Ronchiadin, Claudia Balotta, Maurizio Zazzi, Emanuela Vaccher, Massimo Clementi, Massimo Galli, Gianguglielmo Zehender

Viruses (2020) 

Structural inequalities emerging from a large wire transfers network

Alfonso Semeraro, Marcella Tambuscio, Silvia Ronchiadin, Laura Li Puma, Giancarlo Ruffo 

Applied Network Science (2020) 

Social Assistive Robotics for Autistic Children

Cristina Gena, Claudio Mattutino, Stefania Brighenti, Matteo Nazzario, Federico Buratto, Fernando Vito Falcone 

CAESAR - Workshop on Adapted intEraction with SociAl Robots (2020)