CERQUITELLI, TANIA

CERQUITELLI, TANIA  

Dipartimento di Automatica e Informatica  

011909  

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Citazione Data di pubblicazione Autori File
Toward Unbiased High-Quality Portraits through Latent-Space Evaluation / Almhaithawi, Doaa; Bellini, Alessandro; Cerquitelli, Tania. - In: JOURNAL OF IMAGING. - ISSN 2313-433X. - ELETTRONICO. - 10:7(2024). [10.3390/jimaging10070157] 1-gen-2024 Doaa AlmhaithawiTania Cerquitelli + Toward+Unbiased+High-Quality+Portraits+through+Latent-Space+Evaluation.pdf
Explaining deep convolutional models by measuring the influence of interpretable features in image classification / Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania. - In: DATA MINING AND KNOWLEDGE DISCOVERY. - ISSN 1573-756X. - (2023). [10.1007/s10618-023-00915-x] 1-gen-2023 Ventura, FrancescoGreco, SalvatoreApiletti, DanieleCerquitelli, Tania s10618-023-00915-x.pdf
Machine learning empowered computer networks / Cerquitelli, Tania; Meo, Michela; Curado, Marilia; Skorin-Kapov, Lea; Tsiropoulou, Eirini-Eleni. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - STAMPA. - 230:(2023), p. 109807. [10.1016/j.comnet.2023.109807] 1-gen-2023 Cerquitelli, TaniaMeo, Michela + 1-s2.0-S1389128623002529-main.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
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
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
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
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
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
Big data analytics for smart cities / Cerquitelli, T.; Migliorini, S.; Chiusano, S.. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 10:12(2021), p. 1439. [10.3390/electronics10121439] 1-gen-2021 Cerquitelli T.Chiusano S. + electronics-10-01439-v2.pdf
Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science / Chiusano, S.; Cerquitelli, T.; Wrembel, R.; Quercia, D.. - In: INFORMATION SYSTEMS FRONTIERS. - ISSN 1387-3326. - 23:1(2021), pp. 1-7. [10.1007/s10796-020-10091-8] 1-gen-2021 Chiusano S.Cerquitelli T. + Chiusano2021_Article_BreakthroughsOnCross-CuttingDa.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. - 180 (115109):(2021). [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
Empowering Commercial Vehicles through Data-Driven Methodologies / Bethaz, Paolo; Cavaglion, Sara; Cricelli, Sofia; Liore, Elena; Manfredi, Emanuele; Salio, Stefano; Regalia, Andrea; Conicella, Fabrizio; Greco, Salvatore; Cerquitelli, Tania. - In: ELECTRONICS. - ISSN 2079-9292. - 10:19 (2381)(2021). [10.3390/electronics10192381] 1-gen-2021 Paolo BethazSalvatore GrecoTania Cerquitelli + Empowering_commercial_vehicles_through_data_driven_methodologies.pdf
Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes / Cerquitelli, Tania; Ventura, Francesco; Apiletti, Daniele; Baralis, Elena; Macii, Enrico; Poncino, Massimo. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - ELETTRONICO. - 182 (115269):(2021). [10.1016/j.eswa.2021.115269] 1-gen-2021 Cerquitelli, TaniaVentura, FrancescoApiletti, DanieleBaralis, ElenaMacii, EnricoPoncino, Massimo Pre-Proof-PDF.pdf1-s2.0-S0957417421007004-main.pdf
K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm / Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 10:10 (1166)(2021). [10.3390/electronics10101166] 1-gen-2021 Giordano, DaniloMellia, MarcoCerquitelli, Tania electronics-10-01166.pdf
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools / Cerquitelli, Tania; JAHIER PAGLIARI, Daniele; Calimera, Andrea; Bottaccioli, Lorenzo; Patti, Edoardo; Acquaviva, Andrea; Poncino, Massimo. - In: PROCEEDINGS OF THE IEEE. - ISSN 0018-9219. - 109:4(2021), pp. 399-422. [10.1109/JPROC.2021.3056006] 1-gen-2021 Tania CerquitelliDaniele Jahier PagliariAndrea CalimeraLorenzo BottaccioliEdoardo PattiAndrea AcquavivaMassimo Poncino IEEE_Proceedings.pdf09353852.pdf
A cloud-to-edge approach to support predictive analytics in robotics industry / Panicucci, S.; Nikolakis, N.; Cerquitelli, T.; Ventura, F.; Proto, S.; Macii, E.; Makris, S.; Bowden, D.; Becker, P.; O'Mahony, N.; Morabito, L.; Napione, C.; Marguglio, A.; Coppo, G.; Andolina, S.. - In: ELECTRONICS. - ISSN 2079-9292. - STAMPA. - 9:3(2020), pp. 492-513. [10.3390/electronics9030492] 1-gen-2020 Cerquitelli T.Ventura F.Proto S.Macii E. + electronics-09-00492.pdf
A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps / Cerquitelli, T.; Corso, E. D.; Proto, S.; Bethaz, P.; Mazzarelli, D.; Capozzoli, A.; Baralis, E.; Mellia, M.; Casagrande, S.; Tamburini, M.. - In: ELECTRONICS. - ISSN 2079-9292. - 9:12(2020), pp. 1-26. [10.3390/electronics9122132] 1-gen-2020 Cerquitelli T.Bethaz P.Mazzarelli D.Capozzoli A.Baralis E.Mellia M. + electronics-09-02132-v2.pdf
Data-Driven Estimation of Heavy-Truck Residual Value at the Buy-Back / Cerquitelli, T.; Regalia, A.; Manfredi, E.; Conicella, F.; Bethaz, P.; Liore, E.. - In: IEEE ACCESS. - ISSN 2169-3536. - 8:(2020), pp. 102409-102418. [10.1109/ACCESS.2020.2998940] 1-gen-2020 Cerquitelli T.Bethaz P.Liore E. + 09104708.pdf
Editorial special issue on data analytics for engineering, science and society / Cerquitelli, T.; Chiusano, S.; Vargas-Solar, G.. - In: COMPUTING. - ISSN 0010-485X. - ELETTRONICO. - 102:5(2020), pp. 1093-1096. [10.1007/s00607-020-00810-z] 1-gen-2020 Cerquitelli T.Chiusano S. + s00607-020-00810-z-Editorial-Cerquitelli.pdf