Gianni PANTALEO

Ruolo attuale:: Ricercatore Legge 240/10 a tempo determinato
SSD:: IINF-05/A - Sistemi di elaborazione delle informazioni
Afferenza organizzativa:: Dipartimento di Ingegneria dell'Informazione

Recapiti

	0552758517
	gianni.pantaleo(AT)unifi.it

Gianni PANTALEO

Orario di ricevimento (aggiornato al 02/10/2024)

Ricevimento per il corso di FONDAMENTI di INFORMATICA: si veda il sito web del corso https://e-l.unifi.it/course/view.php?id=39691

Gianni PANTALEO

Biografia

Gianni Pantaleo ha conseguito la Laurea in Ingegneria delle Telecomunicazioni nel 2007, ed il titolo di dottore di ricerca (PhD) in Telematica e Società dell’Informazione nel 2012 presso l’Università di Firenze.

Svolge didattica presso l’Università di Firenze dal 2013, in qualità di docente a contratto, e successivamente come ricercatore. Ha attualmente incarico didattico per l’insegnamento “Fondamenti di Informatica” per il corso di Laurea Triennale in Ingegneria Biomedica e “Natural Language Processing” per i corsi di Laurea Magistrale in Intelligenza Artificiale e Ingegneria Informatica presso Università di Firenze.

La sua attività di ricerca verte principalmente sui seguenti temi: Intelligenza Artificiale, Deep Learning e Machine Learning, Large Language Models (LLM), Natural Language Processing (NLP), tecniche di Explainable AI, Information Extraction; Visual Analytic e applicazioni in contesti Internet of Things (IoT) e Internet of Everything (IoE), Big Data; modellazione e gestione della conoscenza (Semantic Web e Ontologie); elaborazione e transcodifica automatica di segnali audio e musicali.

Nel corso della sua attività di ricerca, ha partecipato, tra gli altri, ai seguenti progetti europei: Herit-Data, Select4Cities, Life WEEE, Trafair, Resolute, ECLAP, Variazioni, Axmedis, iMaestro. Progetti nazionali: Coll@bora, Sii-Mobility. Progetti regionali: MOSAIC, Feedback, Join, SACVAR.

Gianni PANTALEO

Curriculum

Ricercatore a Tempo Determinato (RTDB) presso il Dipartimento di Ingegneria dell’Informazione (DINFO), DISIT Lab, Università di Firenze dal 01/03/2024 ad oggi.

01/03/2022 – 28/02/2024: Ricercatore a Tempo Determinato (RTDA) presso il Dipartimento di Ingegneria dell’Informazione (DINFO), DISIT Lab, Università di Firenze.

01/11/2008 – 28/02/2022: Assegnista di ricerca e collaboratore di ricerca presso il DISIT Lab, Dipartimento di Ingegneria dell’Informazione, Università di Firenze.

Nell’ambito dell’attività di ricerca svolta dal 2008 ad oggi presso il DISIT Lab, Dipartimento di Ingegneria dell’Informazione dell’Università di Firenze, partecipa a vari progetti progetti europei, tra cui: Herit-Data, Select4Cities, Life WEEE, Trafair, Resolute, ECLAP, Variazioni, Axmedis, iMaestro. Progetti nazionali: Coll@bora, Sii-Mobility. Progetti regionali: MOSAIC, Feedback, Join, SACVAR dal 2008 ad oggi.

Attività di Insegnamento:

- "Natural Language Processing" (corsi di Laurea Magistrale in Intelligenza Artificiale e Ingegneria Informatica) a partire dall' A.A. 2024/25.

- "Fondamenti di Informatica" (corso di Laurea Triennale in Ingegneria Biomedica) a partire dall' A.A. 2021/22 ad oggi.

- Incarico di docenza all'interno del Master in Big Data Analytics and Technologies for Management, organizzato dal Dipartimento di Scienze per l’Economia e l’Impresa (DISEI) dell'Università degli Studi di Firenze, negli A.A. 2019/20, 2021/22 e 2022/23, per lo svolgimento di tre seminari sull'argomento: “Introduzione al Machine Learning”

- "Sistemi di Elaborazione delle Informazioni" (corso di Laurea Magistrale in Scienze Infermieristiche e Ostetriche) a partire dall' A.A. 2103/14 fino all'A.A. 2023/24.

Gianni PANTALEO

Pubblicazioni

Legenda

Contributo su rivista |

Articolo su libro |

Libro |

Contributo in atti di convegno (proceeding) |

Brevetto |

Curatela | Altro

Altro |

Tesi di Dottorato

Emanuele Bellini, Pierfrancesco Bellini, Daniele Cenni, Paolo Nesi, Gianni Pantaleo, Irene Paoli, Michela Paolucci (In corso di stampa). An IoE and Big Multimedia Data approach for Urban Transport System management in Smart Resilient City. SUSTAINABLE COMPUTING, pp. 0-0, ISSN:2210-5379

Grasso, V.; Crisci, A.; Morabito, M.; Nesi, P.; Pantaleo, G. (In corso di stampa). Public crowd-sensing of heat-waves by social media data. In: 6th EMS Annual Meeting & 11th European Conference on Applied Climatology (ECAC), Trieste, Italia, 12-16 settembre 2016, Copernicus Publication, pp. 0-0.

Grasso, Valentina; Crisci, Alfonso; Nesi, Paolo; Pantaleo, Gianni; Zaza, Imad; Gozzini, Bernardo (In corso di stampa). “Italian codified hashtags for weather warning on Twitter. Who is really using them?. In: 6th EMS Annual Meeting & 11th European Conference on Applied Climatology (ECAC), Trieste, 12-16 settembre 2016, Copernicus Publications, pp. 0-0.

Nicola Mitolo, Paolo Nesi, Gianni Pantaleo, Michela Paolucci (In corso di stampa). Snap4City Platform to Speed Up Policies. In: SMART AND SUSTAINABLE PLANNING FOR CITIES AND REGIONS – SSPCR 2019, Springer, pp. 0-0.

Bellini, Pierfrancesco; Fanfani, Marco; Nesi, Paolo; Pantaleo, Gianni (2024). Snap4City dashboard manager: A tool for creating and distributing complex and interactive dashboards with no or low coding. SOFTWAREX, vol. 26, pp. 0-0, ISSN:2352-7110 DOI

Adreani, Lorenzo; Bellini, Pierfrancesco; Fanfani, Marco; Nesi, Paolo; Pantaleo, Gianni (2024). Smart City Digital Twin Framework for Real-Time Multi-Data Integration and Wide Public Distribution. IEEE ACCESS, vol. 12, pp. 76277-76303, ISSN:2169-3536 DOI

Adreani, Lorenzo; Bellini, Pierfrancesco; Fanfani, Marco; Nesi, Paolo; Pantaleo, Gianni (2023). Design and Develop of a Smart City Digital Twin with 3D Representation and User Interface for What-If Analysis. In: 23rd International Conference on Computational Science and Its Applications, ICCSA 2023, Springer, Cham, vol. 14111 LNCS, pp. 531-548, ISBN:9783031371257 DOI

Bellini, P.; Bologna, D.; Fanfani, M.; Ipsaro Palesi, L. A.; Nesi, P.; Pantaleo, G. (2023). Rapid Prototyping & Development Life Cycle for Smart Applications of Internet of Entities. In: IEEE International Conference on Engineering of Complex Computer Systems, IEEE, pp. 142-151, ISBN:979-8-3503-4004-4 DOI

Adreani L.; Bellini P.; Colombo C.; Fanfani M.; Nesi P.; Pantaleo G.; Pisanu R. (2023). Implementing integrated digital twin modelling and representation into the Snap4City platform for smart city solutions. MULTIMEDIA TOOLS AND APPLICATIONS, pp. 1-25, ISSN:1573-7721 DOI

Collini E.; Nesi P.; Pantaleo G. (2023). Reputation assessment and visitor arrival forecasts for data driven tourism attractions assessment. ONLINE SOCIAL NETWORKS AND MEDIA, vol. 37-38, pp. 1-25, ISSN:2468-6964 DOI

Collini Enrico; Ipsaro Palesi L.A.; Nesi P.; Pantaleo G.; Zhao W. (2023). Flexible thermal camera solution for Smart city people detection and counting. MULTIMEDIA TOOLS AND APPLICATIONS, pp. 403-413, ISSN:1380-7501 DOI

Bellini, Pierfrancesco; Palesi, Luciano Alessandro Ipsaro; Nesi, Paolo; Pantaleo, Gianni (2023). Multi Clustering Recommendation System for Fashion Retail. MULTIMEDIA TOOLS AND APPLICATIONS, pp. 1-28, ISSN:1380-7501 DOI

Bellini P.; Ipsaro Palesi Luciano Alessandro; Nesi P.; Pantaleo G. (2023). Multi Clustering Recommendation System for Fashion Retail. MULTIMEDIA TOOLS AND APPLICATIONS, pp. 1-28, ISSN:1380-7501 DOI Accesso ONLINE all'editore

Ciappei C.; Liberatore G.; Nesi P.; Pantaleo G.; Monti A.; Surchi M. (2023). Does tourist pressure influence the online reputation of a tourist attraction? Empirical evidence from the Uffizi gallery. In: xx. Online Reputation Management in Destination and Hospitality: What We Know, What We Need To Know, pp. 197-211 Emerald, ISBN:978-1-80382-376-8. DOI

Ciappei, Camilla; Liberatore, Giovanni; Nesi, Paolo; Pantaleo, Gianni; Monti, Alessandro; Surchi, Micaela (2023). Does Tourist Pressure Influence the Online Reputation of a Tourist Attraction? Empirical Evidence From the Uffizi Gallery. In: Rialti Riccardo, Kvítková Zuzanna, Makovník Thomas. Online Reputation Management in Destination and Hospitality, pp. 197-211 Emerald, ISBN:978-1-80382-376-8. DOI

Bilotta, Stefano; Collini, Enrico; Nesi, Paolo; Pantaleo, Gianni (2022). Short-Term Prediction of City Traffic Flow via Convolutional Deep Learning. IEEE ACCESS, vol. 10, pp. 113086-113099, ISSN:2169-3536 DOI

Bellini, P.; Bilotta, S.; Ipsaro Palesi, L. A.; Nesi, P.; Pantaleo, G. (2022). Vehicular Traffic Flow Reconstruction Analysis to mitigate Scenarios with large City Changes. IEEE ACCESS, pp. 1-12, ISSN:2169-3536 DOI

Bellini P.; Cenni D.; Mitolo N.; Nesi P.; Pantaleo G.; Soderi M. (2022). High level control of chemical plant by industry 4.0 solutions. JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, vol. 26, pp. 100276-100288, ISSN:2452-414X DOI

Bellini, Pierfrancesco; Nesi, Paolo; Pantaleo, Gianni (2022). IoT-Enabled Smart Cities: A Review of Concepts, Frameworks and Key Technologies. APPLIED SCIENCES, vol. 12, pp. 1-21, ISSN:2076-3417 DOI

Adreani, L; Colombo, C; Fanfani, M; Nesi, P; Pantaleo, G; Pisanu, R (2022). A Photorealistic 3D City Modeling Framework for Smart City Digital Twin. In: 2022 IEEE International Conference on Smart Computing (SMARTCOMP), IEEE, pp. 299-304, ISBN:978-1-6654-8152-6 DOI

Enrico Collini; Luciano Alessandro Ipsaro Palesi; Paolo Nesi; Gianni Pantaleo; Nicola Nocentini; Ascanio Rosi (2022). Predicting and Understanding Landslide Events With Explainable AI. IEEE ACCESS, vol. 10, pp. 31175-31189, ISSN:2169-3536 DOI

Collini E.; Palesi L.A.I.; Nesi P.; Pantaleo G.; Nocentini N.; Rosi A. (2022). Predicting and Understanding Landslide Events with Explainable AI. IEEE ACCESS, vol. 10, pp. 31175-31189, ISSN:2169-3536 DOI

Collini, E.; Ipsaro Palesi, L. A.; Nesi, P.; Pantaleo, G.; Nocentini, N.; Rosi, A. (2022). Predicting and Understanding Landslide Events with Explainable AI. IEEE ACCESS, vol. ---, pp. 1-15, ISSN:2169-3536 DOI Accesso ONLINE all'editore

Adreani L.; Bellini P.; Colombo C.; Fanfani M.; Nesi P.; Pantaleo G.; Pisanu R. (2022). Digital Twin Framework for Smart City Solutions. In: 28th International DMS Conference on Visualization and Visual Languages, DMSVIVA 2022, KSIR Virtual Conference Center, usa, 2022, Knowledge Systems Institute Graduate School, KSI Research Inc., pp. 1-8. DOI

Adreani, L; Colombo, C; Fanfani, M; Nesi, P; Pantaleo, G; Pisanu, R (2022). Rendering 3D City for Smart City Digital Twin. In: 2022 IEEE International Conference on Smart Computing (SMARTCOMP), IEEE, pp. 183-185, ISBN:978-1-6654-8152-6 DOI

Bellini P.; Bilotta S.; Cenni D.; Collini E.; Nesi P.; Pantaleo G.; Paolucci M. (2021). Long Term Predictions of NO2 Average Values via Deep Learning. In: International Conference on Computational Science and Its Applications - ICCSA 2021, Cagliari, Italy, September 13–16, 2021, Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Chiara Garau, Ivan Blečić, David Taniar, Bernady O. Apduhan, Ana Maria A. C. Rocha, Eufemia Tarantino, Carmelo Maria Torre, vol. 12956 LNCS, pp. 595-610, ISBN:978-3-030-87009-6 DOI

Arman A.; Bellini P.; Bologna D.; Nesi P.; Pantaleo G.; Paolucci M. (2021). Automating IoT data ingestion enabling visual representation. SENSORS, vol. 21, pp. 1-25, ISSN:1424-8220 DOI

Bellini P.; Cenni D.; Mitolo N.; Nesi P.; Pantaleo G. (2021). Exploiting Satellite Data in the Context of Smart City Applications. In: 2021 IEEE SmartWorld, Ubiquitous Intelligence and Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Internet of People, and Smart City Innovations, SmartWorld/ScalCom/UIC/ATC/IoP/SCI 2021, usa, 2021, Institute of Electrical and Electronics Engineers Inc., pp. 399-406, ISBN:978-1-6654-1236-0 DOI

Collini E.; Nesi P.; Pantaleo G. (2021). Deep Learning for Short-Term Prediction of Available Bikes on Bike-Sharing Stations. IEEE ACCESS, vol. 9, pp. 124337-124347, ISSN:2169-3536 DOI Accesso ONLINE all'editore

Bellini E.; Bellini P.; Cenni D.; Nesi P.; Pantaleo G.; Paoli I.; Paolucci M. (2021). An IOE and big multimedia data approach for urban transport system resilience management in smart cities. SENSORS, vol. 21, pp. 1-35, ISSN:1424-8220 DOI

Han Q.; Nesi P.; Pantaleo G.; Paoli I. (2020). Smart City Dashboards: Design, Development, and Evaluation. In: 1st IEEE International Conference on Human-Machine Systems, ICHMS 2020, ita, 2020, IEEE - Institute of Electrical and Electronics Engineers Inc., pp. 1-4, ISBN:978-1-7281-5871-6 DOI

Pierfrancesco Bellini, Daniele Bologna, Qi Han, Paolo Nesi, Gianni Pantaleo, Michela Paolucci (2020). Data Ingestion and Inspection for Smart City Applications. In: 6th IEEE International Conference on Smart Computing, Institute of Electrical and Electronics Engineers Inc., pp. 0-0.

Badii, Claudio; Bellini, Pierfrancesco; Cenni, Daniele; Mitolo, Nicola; Nesi, Paolo; Pantaleo, Gianni; Soderi, Mirco (2020). Industry 4.0 Synoptics Controlled by IoT Applications in Node-RED. In: 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), IEEE, pp. 54-61, ISBN:978-1-7281-7647-5 DOI

C. Badii, P. Bellini, S. Bilotta, D. Bologna, D. Cenni, A. Difino, A. Ipsaro Palesi, N. Mitolo, P. Nesi, G. Pantaleo, I. Paoli, M. Paolucci, M. Soderi (2020). How COVID-19 Lockdown Impacted on Mobility and Environmental data. BOLLETTINO DELLA SOCIETÀ GEOGRAFICA ITALIANA, pp. 0-0, ISSN:1121-7820

Claudio Badii, Stefano Bilotta, Daniele Cenni, Angelo Difino, Paolo Nesi, Gianni Pantaleo, Irene Paoli, Michela Paolucci (2020). Real-Time Automatic Air Pollution Services from IOT Data Network. In: 25th IEEE Symposium on Computers and Communications, fra, 2020, IEEE, vol. 2020-, pp. 0-0, ISBN:978-1-7281-8086-1 DOI

Paolo Nesi, Pierfrancesco Bellini, Francesco Bugli, Gianni Pantaleo, Michela Paolucci, Imad Zaza (2019). Data Flow Management and Visual Analytic for Big Data Smart City/IOT. In: The 19th IEEE International Conference on Scalable Computing & Communications 2019 (ScalCom 2019), IEEE, pp. 1-8.

Claudio Badii, Pierfrancesco Bellini, Angelo Difino, Fatima Hachem, Marco Mesiti, Paolo Nesi, Gianni Pantaleo, Michela Paolucci, Stefano Valtolina (2019). Snap4City Evolving Solution for IOT Based Smart Cities. In: 5nd Cini Annual Conference on ICT for Smart Cities & Communities (I-CITIES 2019), -, pp. 1-2.

Claudio Badii, Daniele Cenni, Paolo Nesi, Gianni Pantaleo, Irene Paoli, Michela Paolucci (2019). Environmental Data Network and Automated Analysis and Represenation. In: 5nd Cini Annual Conference on ICT for Smart Cities & Communities (I-CITIES 2019), -, pp. 1-2.

Badii C.; Bellini P.; Difino A.; Nesi P.; Pantaleo G.; Paolucci M. (2019). Microservices suite for smart city applications. SENSORS, vol. 19, pp. 4798-4830, ISSN:1424-8220 DOI Accesso ONLINE all'editore

Lorenzo Massai, Paolo Nesi, Gianni Pantaleo (2019). PAVAL: A location-aware virtual personal assistant for retrieving geolocated points of interest and location-based services. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 77, pp. 70-85, ISSN:0952-1976 DOI Accesso ONLINE all'editore

Nesi, Paolo*; Pantaleo, Gianni; Paoli, Irene; Zaza, Imad (2018). Assessing the reTweet proneness of tweets: predictive models for retweeting. MULTIMEDIA TOOLS AND APPLICATIONS, vol. 77, pp. 26371-26396, ISSN:1380-7501 DOI Accesso ONLINE all'editore

C. Badii, E. G. Belay, P. Bellini, D. Cenni, M. Marazzini, M. Mesiti, P. Nesi, G. Pantaleo, M. Paolucci, S. Valtolina, M. Soderi, I. Zaza (2018). Snap4City: A scalable IOT/IOE platform for developing smart city applications. In: 2nd International Conference IEEE Smart City Innovation, Guangzhou, China, October 8-12, 2018, IEEE press, pp. 1-8. DOI

Paolo Nesi, Gianni Pantaleo, Michela Paolucci, Imad Zaza (2018). Auditing and Assessement of data traffic flows in an IoT Architecture. In: 1st International Workshop on Technology Convergence for Smart Cities, IEEE, pp. 1-4.

Crisci, Alfonso; Grasso, Valentina; Nesi, Paolo; Pantaleo, Gianni; Paoli, Irene; Zaza, Imad (2017). Predicting TV programme audience by using twitter based metrics. MULTIMEDIA TOOLS AND APPLICATIONS, pp. 1-30, ISSN:1380-7501 DOI

Grasso, V.; Crisci, A.; Morabito, M.; Nesi, P.; Pantaleo, G.; Zaza, I.; Gozzini, B. (2017). Italian codified hashtags for weather warning on Twitter–who is really using them. ADVANCES IN SCIENCE AND RESEARCH, vol. 1, pp. 1-12, ISSN:1992-0636 DOI

Grasso, Valentina; Crisci, Alfonso; Morabito, Marco; Nesi, Paolo; Pantaleo, Gianni (2017). Public crowdsensing of heat waves by social media data. ADVANCES IN SCIENCE AND RESEARCH, vol. 14, pp. 217-226, ISSN:1992-0636 DOI

Cenni, Daniele; Nesi, Paolo; Pantaleo, Gianni; Zaza, Imad (2017). Twitter Vigilance: a Multi-User platform for Cross-Domain Twitter Data Analytics, NLP and Sentiment Analysis. In: First IEEE International Conference on Smart City Innovations (IEEE SCI 2017), San Francisco Bay Area, USA, 4-8 August 2017, -, pp. 1-8.

Bellini, Emanuele; Nesi, Paolo; Pantaleo, Gianni; Venturi, Alessandro (2016). Functional resonance analysis method based-decision support tool for urban transport system resilience management. In: 2nd IEEE International Smart Cities Conference, ISC2 2016, ita, 2016, Institute of Electrical and Electronics Engineers Inc., pp. 1-7, ISBN:9781509018451 DOI

Nesi, Paolo; Pantaleo, Gianni; Tenti, Marco (2016). Geographical localization of web domains and organization addresses recognition by employing natural language processing, Pattern Matching and clustering. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 51, pp. 202-211, ISSN:0952-1976 DOI

Grasso, Valentina; Zaza, Imad; Zabini, Federica; Pantaleo, Gianni; Nesi, Paolo; Crisci, Alfonso (2016). Weather events identification in social media streams: tools to detect their evidence in Twitter. PEERJ PREPRINTS, vol. 4, pp. 2241-2248, ISSN:2167-9843 DOI Accesso ONLINE all'editore

Bartolozzi, Marco; Bellini, Pierfrancesco; Nesi, Paolo; Pantaleo, Gianni; Santi, Luca (2015). A Smart Decision Support System for Smart City. In: IEEE International Conference on Smart City 2015, Xingang Liu, Robert Hsu, Peicheng Wang, Feng Xia, Yufeng Wang, Mianxiong Dong, and Yuhui Deng, vol. -, pp. 117-122. DOI

Cavaliere, Alice; Crisci, Alfonso; Grasso, Valentina; Menabeni, Simone; Nesi, Paolo; Pantaleo, Gianni (2015). Monitoring Public Attention on Environment Issues with Twitter Vigilance.

Bellini, Pierfrancesco; Bruno, Ivan; Cavaliere, Alice; Cenni, Daniele; Di Claudio, Mariano; Martelli, Giacomo; Menabeni, Simone; Nesi, Paolo; Pantaleo, Gianni; Rauch, Nadia (2015). Km4City: Smart City ontology and tools for city knowledge exploitation.

Bellini, Pierfrancesco; Nesi, Paolo; Pantaleo, Gianni (2015). Benchmarking RDF stores for smart city services. In: IEEE International Conference on Smart City, SmartCity 2015, CHENGDU, CHINA, DECEMBER 19-21, 2015, Institute of Electrical and Electronics Engineers Inc., pp. 46-49, ISBN:9781509018932 DOI

Nesi, Paolo; Pantaleo, Gianni; Sanesi, Gianmarco (2015). A Distributed Framework for NLP-Based Keyword and Keyphrase Extraction From Web Pages and Documents. In: 21st Int. Conf. on Distributed Multimedia Systems (DMS'2015), Hyatt Regency, Vancouver, Canada, August 31 - September 2, 2015, KSI, vol. 2015, pp. 155-161, ISBN:1-891706-38-1 DOI Accesso ONLINE all'editore

Nesi, Paolo; Pantaleo, Gianni; Sanesi, Gianmarco (2015). A hadoop based platform for natural language processing of web pages and documents. JOURNAL OF VISUAL LANGUAGES AND COMPUTING, vol. 31, pp. 130-138, ISSN:1045-926X DOI Accesso ONLINE all'editore

P. Nesi;G. Pantaleo;M. Tenti (2014). Ge(o)Lo(cator): Geographic Information Extraction from Unstructured Text Data and Web Documents. In: 9th International Workshop on Semantic and Social Media Adaptation and Personalization, 2014-Nov, IEEE, pp. 60-65, ISBN:9781479968138 DOI Accesso ONLINE all'editore

ANDREA BELLANDI;PIERFRANCESCO BELLINI;ANTONIO CAPPUCCIO;PAOLO NESI;GIANNI PANTALEO;NADIA RAUCH (2012). ASSISTED KNOWLEDGE BASE GENERATION, MANAGEMENT AND COMPETENCE RETRIEVAL. INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, vol. 22, pp. 1007-1037, ISSN:0218-1940 DOI Accesso ONLINE all'editore

Gianni Pantaleo (2012). Signal Processing Techniques Applied to Automatic Music Transcription. (Tutor: Dino Giuli)

P. Bellini; P. Nesi; G. Pantaleo (2011). Palamede: a Multi-Press Open Journal System. In: International Conference on Distributed Multimedia Systems, DMS 2011, Firenze, 18-20 August, 2011, pp. 58-63, ISBN:9781891706301 Accesso ONLINE all'editore

F. Argenti; P. Nesi; G. Pantaleo (2011). Automatic music transcription: from monophonic to polyphonic. In: J. Solis, K. Ng. Musical Robots and Interactive Multimodal Systems, pp. 27-46, Heidelberg: Springer. DOI

F. Argenti; P. Nesi; G. Pantaleo (2011). Automatic Transcription of Polyphonic Music Based on the Constant-Q Bispectral Analysis. IEEE TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, vol. 19, pp. 1610-1630, ISSN:1558-7916 DOI Accesso ONLINE all'editore

Pierfrancesco Bellini; Daniele Cenni; Alice Fuzier; Paolo Nesi; Gianni Pantaleo; Michela Paolucci (2010). Metrics for best practice networks analysis. In: The 16th International Conference on Distributed Multimedia Systems, Hyatt Lodge at McDonald's Campus, Oak Brook, Illinois, USA, October 14 to 16, 2010, SEKE, pp. 7-10, ISBN:9781891706288

F. Argenti; P. Nesi; G. Pantaleo (2009). Automatic Transcription of Polyphonic Music Based on Constant-Q Bispectral Analysis for MIREX 2009. Accesso ONLINE all'editore

Gianni PANTALEO

Biography

Gianni Pantaleo received his degree in Telecommunications Engineering in 2007, and his Ph.D. in Telematics and Information Society in 2012 from the University of Florence.

He has been teaching at the University of Florence since 2013, as a contract professor, and later as a researcher. He is currently teaching "Fundamentals of Computer Science" (Bachelor Degree in Biomedical Engineering) and "Natural Language Processing" (Master Degrees in Artificial Intelligence and Computer Engineering) at the University of Florence.

His research activities focus mainly on the following topics: Artificial Intelligence, Deep Learning and Machine Learning, Large Language Models (LLM), Natural Language Processing (NLP), Explainable AI techniques, Information Extraction; Visual Analytic and applications in Internet of Things (IoT) and Internet of Everything (IoE), Big Data; knowledge modeling and management (Semantic Web and Ontologies); automatic processing and transcoding of audio and music signals.

During his research activity, he has participated, among others, in the following European projects: Herit-Data, Select4Cities, Life WEEE, Trafair, Resolute, ECLAP, Variazioni, Axmedis, iMaestro. National projects: Coll@bora, Sii-Mobility. Regional projects: MOSAIC, Feedback, Join, SACVAR.

Gianni PANTALEO

Curriculum

RTDB Researcher at Department of Information Engineering (DINFO), DISIT Lab, University of Florence, from March 1, 2024, to the present.

March 1, 2022 – February 28, 2024: RTDA Researcher at Department of Information Engineering (DINFO), DISIT Lab, University of Florence.

November 1, 2008 – February 28, 2022: Research Fellow and Research Collaborator at the DISIT Lab, Department of Information Engineering, University of Florence.

As part of the research activities carried out since 2008 to the present at the DISIT Lab, Department of Information Engineering, University of Florence, he participated in various European projects, including Herit-Data, Select4Cities, Life WEEE, Trafair, Resolute, ECLAP, Variazioni, Axmedis, and iMaestro; National projects: Coll@bora and Sii-Mobility, and regional projects, including MOSAIC, Feedback, Join, and SACVAR, from 2008 to the present.

Teaching Activities:

- "Natural Language Processing" (Master’s Degree in Artificial Intelligence and Computer Engineering) starting from A.Y. 2024/25.

- "Fundamentals of Computer Science" (Bachelor’s Degree in Biomedical Engineering) from A.A. 2021/22 to the present.

- Lecturer in the Master's Program in Big Data Analytics and Technologies for Management, organized by the Department of Economics and Business Sciences (DISEI), University of Florence, in the A.Y 2019/20, 2021/22, and 2022/23, delivering the seminar entitled “Introduction to Machine Learning.”

- "Information Processing Systems" (Master’s Degree in Nursing aSciences) from A.Y. 2013/14 to 2023/24.