CERQUITELLI, TANIA

CERQUITELLI, TANIA  

Dipartimento di Automatica e Informatica  

011909  

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Citazione Data di pubblicazione Autori File
Towards Self-Learning Data Transformation / Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; DI CORSO, Evelina. - STAMPA. - (In corso di stampa). ((Intervento presentato al convegno Women in machine learning Workshop 2016 tenutosi a Barcelona, Spain nel 4-5 December, 2016. In corso di stampa BARALIS, ELENA MARIACERQUITELLI, TANIACHIUSANO, SILVIA ANNADI CORSO, EVELINA -
Movie Lens: Discovering and Characterizing Editing Patterns in the Analysis of Short Movie Sequences / Vacchetti, Bartolomeo; Cerquitelli, Tania. - (In corso di stampa). ((Intervento presentato al convegno CVEU 2022 tenutosi a Tel-Aviv nel 23-27 Ottobre 2022. In corso di stampa Vacchetti, BartolomeoTania, Cerquitelli Movie Lens.pdf
Cinematographic Shot Classification with Deep Ensemble Learning / Vacchetti, B.; Cerquitelli, T.. - In: ELECTRONICS. - ISSN 2079-9292. - 11:10(2022), p. 1570. [10.3390/electronics11101570] 1-gen-2022 Vacchetti B.Cerquitelli T. Cinematographic_Shot_Classification_with_Deep_Ensemble_Learning__1_.pdf
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 / Chiusano, SILVIA ANNA; Cerquitelli, Tania; Wrembel, Robert; Norvaag, Kjetil; Catania, Barbara; Vargas-Solar, Genoveva; Zumpano, Ester. - ELETTRONICO. - 1652:(2022). [10.1007/978-3-031-15743-1] 1-gen-2022 Silvia ChiusanoTania Cerquitelli + 1-CC_ADBIS2022.pdf
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case / Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide. - In: COMPUTERS IN INDUSTRY. - ISSN 0166-3615. - ELETTRONICO. - 134:(2022), p. 103554. [10.1016/j.compind.2021.103554] 1-gen-2022 Giordano, DaniloGiobergia, FlavioPastor, ElianaLa Macchia, AntonioCerquitelli, TaniaBaralis, ElenaMellia, MarcoTricarico, Davide 1-s2.0-S0166361521001615-main.pdfGiordano_PREPIPE.pdf
Predicting job execution time on a high-performance computing cluster using a hierarchical data-driven methodology / Bethaz, Paolo; Vacchetti, Bartolomeo; Capitelli, Enrica; Nosenzo, Vladi; Chiosso, Luca; Cerquitelli, Tania. - (2022). ((Intervento presentato al convegno EDBT/ICDT Workshop, 6th International workshop on Data Analytics solutions for Real-LIfe APplications tenutosi a Edinburgh, UK nel 29th March-1st April, 2022. 1-gen-2022 bethaz, paolovacchetti, bartolomeocerquitelli, tania + Darli_AP_2022 (1).pdf
Simplifying Text Mining Activities: Scalable and Self-Tuning Methodology for Topic Detection and Characterization / DI CORSO, Evelina; Proto, Stefano; Vacchetti, Bartolomeo; Bethaz, Paolo; Cerquitelli, Tania. - In: APPLIED SCIENCES. - ISSN 2076-3417. - 12:10(2022), p. 5125. [10.3390/app12105125] 1-gen-2022 Evelina Di CorsoStefano ProtoBartolomeo VacchettiPaolo BethazTania Cerquitelli Escape_MDPI (1).pdfapplsci-12-05125.pdf
L’analyse du discours et l’intelligence artificielle pour réaliser une écriture inclusive : le projet EMIMIC / Raus, Rachele; Tonti, Michela; Cerquitelli, Tania; Cagliero, Luca; Attanasio, Giuseppe; La Quatra, Moreno; Greco, Salvatore. - In: SHS WEB OF CONFERENCES. - ISSN 2261-2424. - 138:(2022), p. 01007. ((Intervento presentato al convegno 8e Congrès Mondial de Linguistique Française [10.1051/shsconf/202213801007]. 1-gen-2022 Tonti, MichelaCerquitelli, TaniaCagliero, LucaAttanasio, GiuseppeLa Quatra, MorenoGreco, Salvatore + shsconf_cmlf2022_01007.pdf
Advances in Databases and Information Systems - 26th European Conference, ADBIS 2022, Turin, Italy, September 5-8, 2022, Proceedings / Chiusano, SILVIA ANNA; Cerquitelli, Tania; Wrembel, Robert. - ELETTRONICO. - 13389:(2022). [10.1007/978-3-031-15740-0] 1-gen-2022 Silvia ChiusanoTania Cerquitelli + 1-LNCS_ADBIS2022.pdf
A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery / Colomba, Luca; Farasin, Alessandro; Monaco, Simone; Greco, Salvatore; Garza, Paolo; Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania. - ELETTRONICO. - (2022), pp. 3893-3897. ((Intervento presentato al convegno International Conference on Information and Knowledge Management (CIKM) 2022 tenutosi a Atlanta (Georgia, USA) nel 17/10/2022 - 21/10/2022 [10.1145/3511808.3557528]. 1-gen-2022 Colomba,LucaFarasin,AlessandroMonaco,SimoneGreco,SalvatoreGarza,PaoloApiletti,DanieleBaralis,ElenaCerquitelli,Tania 3511808.3557528.pdfBurnedAreaDatasetPaper.pdf
Diversity and Inclusion Activities in Database Conferences: A 2021 Report / Amer-Yahia, Sihem; Amsterdamer, Yael; Bhowmick, Sourav S.; Bonifati, Angela; Bonnet, Philippe; Borovica-Gajic, Renata; Catania, Barbara; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Chrysanthis, Panos K.; Curino, Carlo; Darmont, J('(e))r(^(o))me; El Abbadi, Amr; Floratou, Avrilia; Freire, Juliana; Jindal, Alekh; Kalogeraki, Vana; Koutrika, Georgia; Kumar, Arun; Maiyya, Sujaya; Meliou, Alexra; Mohanty, Madhulika; Naumann, Felix; Sina Noack, Nele; Ozcan, Fatma; Peterfreund, Liat; Rahayu, Wenny; Tan, Wang-Chiew; Tian, Yuanyuan; Tozun, Pinar; Vargas-Solar, Genoveva; Yadwadkar, Neeraja J.; Zhang, Meihui. - In: SIGMOD RECORD. - ISSN 1943-5835. - ELETTRONICO. - 51:2(2022), pp. 69-73. [10.1145/3552490.3552510] 1-gen-2022 Tania CerquitelliSilvia Chiusano + 3552490.3552510-SigModRecord.pdf
Trusting deep learning natural-language models via local and global explanations / Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania. - In: KNOWLEDGE AND INFORMATION SYSTEMS. - ISSN 0219-1377. - 64:(2022), pp. 1863-1907. [10.1007/s10115-022-01690-9] 1-gen-2022 Ventura,FrancescoGreco,SalvatoreApiletti,DanieleCerquitelli,Tania Trusting deep learning natural-language models via local and global explanations.pdfs10115-022-01690-9.pdf
Exploring waste-collection fleet data: challenges in a real-world use case from multiple data providers / Monaco, Simone; Bethaz, Paolo; Apiletti, Daniele; Baldini, Fabrizio Pio; Caso, Carlo; Cerquitelli, Tania. - (2022). ((Intervento presentato al convegno EDBT/ICDT Workshop, 6th International workshop on Data Analytics solutions for Real-LIfe APplications tenutosi a Edinburgh nel March 29 - April 1, 2022. 1-gen-2022 Monaco, SimoneBethaz, PaoloApiletti, DanieleCerquitelli, Tania + AI4Trucks_DarliAP2022.pdf
Predictive Maintenance in the Production of Steel Bars: A Data-Driven Approach / Bethaz, Paolo; Bampoula, Xanthi; Cerquitelli, Tania; Nikolakis, Nikolaos; Alexopoulos, Kosmas; Macii, Enrico; van Wilgen, Peter. - (2021). [10.1007/978-981-16-2940-2_9] 1-gen-2021 Bethaz,PaoloCerquitelli, TaniaMacii, Enrico + 491743_1_En_9_Chapter_Author_1.pdfSerena_Book_Chapter9__FINAL_.pdf
Data-Driven Predictive Maintenance: A Methodology Primer / Cerquitelli, Tania; Nikolakis, Nikolaos; Morra, Lia; Bellagarda, Andrea; Orlando, Matteo; Salokangas, Riku; Saarela, Olli; Hietala, Jani; Kaarmila, Petri; Macii, Enrico. - STAMPA. - (2021), pp. 39-73. [10.1007/978-981-16-2940-2_3] 1-gen-2021 Tania CerquitelliLia MorraAndrea BellagardaMatteo OrlandoEnrico Macii + 491743_1_En_3_Chapter_Proof.pdf
A hybrid cloud-to-edge predictive maintenance platform / Marguglio, Angelo; Veneziano, Giuseppe; Greco, Pietro; Jung, Sven; Siegburg, Robert; Schmitt, Robert H.; Monaco, Simone; Apiletti, Daniele; Nikolakis, Nikolaos; Cerquitelli, Tania; Macii, Enrico. - ELETTRONICO. - (2021), pp. 19-37. [10.1007/978-981-16-2940-2_2] 1-gen-2021 Monaco, SimoneApiletti, DanieleCerquitelli, TaniaMacii, Enrico + Serena_Book_Chapter2.pdf
Estimating Remaining Useful Life: A Data-Driven Methodology for the White Goods Industry / Petrali, Pierluigi; Cerquitelli, Tania; Bethaz, Paolo; Morra, Lia; Nikolakis, Nikolaos; DE VIZIA, Claudia; Macii, Enrico. - STAMPA. - (2021), pp. 149-164. [10.1007/978-981-16-2940-2_7] 1-gen-2021 Tania CerquitelliPaolo BethazLia MorraClaudia De ViziaEnrico Macii + 491743_1_En_7_Chapter_Proof.pdf
Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction / Monaco, Simone; Greco, Salvatore; Farasin, Alessandro; Colomba, Luca; Apiletti, Daniele; Garza, Paolo; Cerquitelli, Tania; Baralis, Elena. - In: APPLIED SCIENCES. - ISSN 2076-3417. - ELETTRONICO. - 11:22(2021). [10.3390/app112211060] 1-gen-2021 Monaco, SimoneGreco, SalvatoreFarasin, AlessandroColomba, LucaApiletti, DanieleGarza, PaoloCerquitelli, TaniaBaralis, Elena applsci-11-11060.pdf
K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm / Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 10:10(2021), p. 1166. [10.3390/electronics10101166] 1-gen-2021 Giordano, DaniloMellia, MarcoCerquitelli, Tania electronics-10-01166.pdf
Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case / Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - (2021), p. 115109. [10.1016/j.eswa.2021.115109] 1-gen-2021 Giordano, DaniloPastor, ElianaGiobergia, FlavioCerquitelli, TaniaBaralis, ElenaMellia, MarcoNeri, AlessandraTricarico, Davide Giordano_ExpertSystemPredictiveMaincenance_Final.pdfGiordano_ExpertSystemPredictiveMaincenance.pdfGiordano_ExpertPostprint.pdf