TANIA CERQUITELLI

Scarica il contatto come vcard Foto

Professore Associato (L.240)

Presidente (Comitato Unico di Garanzia)
Componente Gruppo di lavoro Osservatorio di Genere (Gruppo Lavoro Osservatorio di Genere)
Membro Centro Interdipartimentale (SmartData@PoliTO - Big Data and Data Science Laboratory)

+39 0110907178 / 7178 (DAUIN)

Pubblicazioni degli ultimi anni

Bethaz, Paolo; Vacchetti, Bartolomeo; Capitelli, Enrica; Nosenzo, Vladi; Chiosso, Luca; ... (2022)
Predicting job execution time on a high-performance computing cluster using a hierarchical data-driven methodology. In: EDBT/ICDT Workshop, 6th International workshop on Data Analytics solutions for Real-LIfe APplications, Edinburgh, UK, 29th March-1st April, 2022
Monaco, Simone; Bethaz, Paolo; Apiletti, Daniele; Baldini, Fabrizio Pio; Caso, Carlo; ... (2022)
Exploring waste-collection fleet data: challenges in a real-world use case from multiple data providers. In: EDBT/ICDT Workshop, 6th International workshop on Data Analytics solutions for Real-LIfe APplications, Edinburgh, March 29 - April 1, 2022
Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, ... (2022)
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case. In: COMPUTERS IN INDUSTRY, vol. 134. ISSN 0166-3615
Vacchetti, B.; Cerquitelli, T. (2022)
Cinematographic Shot Classification with Deep Ensemble Learning. In: ELECTRONICS, vol. 11. ISSN 2079-9292
Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania (2022)
Trusting deep learning natural-language models via local and global explanations. In: KNOWLEDGE AND INFORMATION SYSTEMS, vol. 64, pp. 1863-1907. ISSN 0219-1377
DI CORSO, Evelina; Proto, Stefano; Vacchetti, Bartolomeo; Bethaz, Paolo; Cerquitelli, ... (2022)
Simplifying Text Mining Activities: Scalable and Self-Tuning Methodology for Topic Detection and Characterization. In: APPLIED SCIENCES, vol. 12. ISSN 2076-3417
Raus, Rachele; Tonti, Michela; Cerquitelli, Tania; Cagliero, Luca; Attanasio, Giuseppe; ... (2022)
L’analyse du discours et l’intelligence artificielle pour réaliser une écriture inclusive : le projet EMIMIC. In: 8e Congrès Mondial de Linguistique Française. ISSN 2261-2424
Greco, Salvatore; Cerquitelli, Tania (2021)
DRIFT LENS: Real-time unsupervised Concept Drift detection by evaluating per-label embedding distributions. In: 2021 International Conference on Data Mining Workshops (ICDMW), Auckland, New Zealand, December 7-10, 2021, pp. 1-9. ISBN: 978-1-6654-2427-1
Monaco, Simone; Greco, Salvatore; Farasin, Alessandro; Colomba, Luca; Apiletti, Daniele; ... (2021)
Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction. In: APPLIED SCIENCES, vol. 11. ISSN 2076-3417
Bethaz, Paolo; Cavaglion, Sara; Cricelli, Sofia; Liore, Elena; Manfredi, Emanuele; ... (2021)
Empowering Commercial Vehicles through Data-Driven Methodologies. In: ELECTRONICS, vol. 10. ISSN 2079-9292
Cerquitelli, Tania; JAHIER PAGLIARI, Daniele; Calimera, Andrea; Bottaccioli, Lorenzo; ... (2021)
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools. In: PROCEEDINGS OF THE IEEE, vol. 109, pp. 399-422. ISSN 0018-9219
Bethaz, Paolo; Bampoula, Xanthi; Cerquitelli, Tania; Nikolakis, Nikolaos; Alexopoulos, ... (2021)
Predictive Maintenance in the Production of Steel Bars: A Data-Driven Approach. In: Predictive Maintenance in Smart Factories / S.N., S.L., Springer Nature. ISBN: 978-981-16-2940-2
Cerquitelli, Tania; Ventura, Francesco; Apiletti, Daniele; Baralis, Elena; Macii, ... (2021)
Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes. In: EXPERT SYSTEMS WITH APPLICATIONS. ISSN 0957-4174
Petrali, Pierluigi; Cerquitelli, Tania; Bethaz, Paolo; Morra, Lia; Nikolakis, Nikolaos; ... (2021)
Estimating Remaining Useful Life: A Data-Driven Methodology for the White Goods Industry. In: Predictive Maintenance in Smart Factories / Cerquitelli T., Nikolakis N., O’Mahony N., Macii E., Ippolito M., Makris S., S.L., Springer, pp. 149-164. ISBN: 978-981-16-2939-6
Cerquitelli, Tania; Nikolakis, Nikolaos; Morra, Lia; Bellagarda, Andrea; Orlando, ... (2021)
Data-Driven Predictive Maintenance: A Methodology Primer. In: Predictive Maintenance in Smart Factories / Cerquitelli T., Nikolakis N., O’Mahony N., Macii E., Ippolito M., Makris S., S.L., Springer, pp. 39-73. ISBN: 978-981-16-2939-6
Bethaz, Paolo; Cerquitelli, Tania (2021)
Enhancing the friendliness of data analytics tasks: an automated methodology. In: 5th International workshop on Data Analytics solutions for Real-LIfe APplications
Bethaz, Paolo; Belhajjame, Khalid; Vargas-Solar, Genoveva; Cerquitelli, Tania (2021)
DS4ALL: All you need for democratizing data exploration and analysis. In: 2021 IEEE International Conference on Big Data (Big Data), Orlando, FL, USA, 15-18 Dec. 2021, pp. 4235-4242. ISBN: 978-1-6654-4599-3
Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; ... (2021)
Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case. In: EXPERT SYSTEMS WITH APPLICATIONS. ISSN 0957-4174
Chiusano, S.; Cerquitelli, T.; Wrembel, R.; Quercia, D. (2021)
Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science. In: INFORMATION SYSTEMS FRONTIERS, vol. 23, pp. 1-7. ISSN 1387-3326
Marguglio, Angelo; Veneziano, Giuseppe; Greco, Pietro; Jung, Sven; Siegburg, Robert; ... (2021)
A hybrid cloud-to-edge predictive maintenance platform. In: Predictive Maintenance in Smart Factories / Marguglio A., Veneziano G., Greco P., Jung S., Siegburg R., Schmitt R. H., Monaco S., Apiletti D., Cerquitelli T., Nikolakis N., Macii E., S.L., Springer, pp. 19-37. ISBN: 978-981-16-2940-2
Attanasio, Giuseppe; Greco, Salvatore; LA QUATRA, Moreno; Cagliero, Luca; Tonti, ... (2021)
E-MIMIC: Empowering Multilingual Inclusive Communication. In: First International Workshop on Data science for equality, inclusion and well-being challenges, Virtual, Online, 15-18 December 2021, pp. 4227-4234
Cerquitelli, T.; Migliorini, S.; Chiusano, S. (2021)
Big data analytics for smart cities. In: ELECTRONICS, vol. 10. ISSN 2079-9292
Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania (2021)
K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm. In: ELECTRONICS, vol. 10. ISSN 2079-9292
Vedi tutte le pubblicazioni su Porto@Iris