Artificial Intelligence Lab

Intesa Sanpaolo Innovation Center has set up the Artificial Intelligence Lab, in cooperation with important scientific partners, in order to meet the complex needs of the Intesa Sanpaolo Group and the marketplace which are currently unanswered by big players and startups, and which are subject to the evolution of new “exponential growth” trends.  The aim of the Lab is to create new assets: algorithms, models, mathematical definition of problems and solutions, data visualization interfaces, design and development of humanoid robotic services, protecting intellectual property and promoting them in scientific publications, seminars, reports, etc.

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

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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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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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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"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) 

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) 

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)