TANIA CERQUITELLI

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Associate Professor

President (Comitato Unico di Garanzia)
Member (Gruppo Lavoro Osservatorio di Genere)
Member of Interdepartmental Center (SmartData@PoliTO - Big Data and Data Science Laboratory)

+39 0110907178 / 7178 (DAUIN)

Last years publications

Vacchetti, B.; Cerquitelli, T. (2022)
Cinematographic Shot Classification with Deep Ensemble Learning. In: ELECTRONICS, vol. 11. ISSN 2079-9292
Colomba, Luca; Farasin, Alessandro; Monaco, Simone; Greco, Salvatore; Garza, Paolo; ... (2022)
A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery. In: International Conference on Information and Knowledge Management (CIKM) 2022, Atlanta (Georgia, USA), 17/10/2022 - 21/10/2022, pp. 3893-3897. ISBN: 978-1-4503-9236-5
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
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
Amer-Yahia, Sihem; Amsterdamer, Yael; Bhowmick, Sourav S.; Bonifati, Angela; Bonnet, ... (2022)
Diversity and Inclusion Activities in Database Conferences: A 2021 Report. In: SIGMOD RECORD, vol. 51, pp. 69-73. ISSN 1943-5835
Chiusano, SILVIA ANNA; Cerquitelli, Tania; Wrembel, Robert, a cura di (2022)
Advances in Databases and Information Systems - 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, Proceedings. S.L., Springer, P. 408. ISBN: 978-3-031-15739-4
Chiusano, SILVIA ANNA; Cerquitelli, Tania; Wrembel, Robert; Norvaag, Kjetil; Catania, ..., a cura di (2022)
New Trends in Database and Information Systems - ADBIS 2022 Short Papers, Doctoral Consortium and Workshops: DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022, Proceedings. S.L., Springer, P. 668. ISBN: 978-3-031-15742-4
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
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
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
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
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
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
Cerquitelli, T.; Migliorini, S.; Chiusano, S. (2021)
Big data analytics for smart cities. In: ELECTRONICS, vol. 10. ISSN 2079-9292
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
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
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
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
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
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. ISSN 1613-0073
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
Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania (2021)
K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm. In: ELECTRONICS, vol. 10. ISSN 2079-9292
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
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
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