Archivio Istituzionale della RicercaCERQUITELLI, TANIA
CERQUITELLI, TANIA
Dipartimento di Automatica e Informatica
011909
Edge-device Collaborative Computing for Multi-view Classification
2024 Palena, Marco; Cerquitelli, Tania; Chiasserini, Carla Fabiana
Explaining deep convolutional models by measuring the influence of interpretable features in image classification
2024 Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches
2024 Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M.
Toward Unbiased High-Quality Portraits through Latent-Space Evaluation
2024 Almhaithawi, Doaa; Bellini, Alessandro; Cerquitelli, Tania
Machine learning empowered computer networks
2023 Cerquitelli, Tania; Meo, Michela; Curado, Marilia; Skorin-Kapov, Lea; Tsiropoulou, Eirini-Eleni
Cinematographic Shot Classification with Deep Ensemble Learning
2022 Vacchetti, B.; Cerquitelli, T.
Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case
2022 Giordano, Danilo; Giobergia, Flavio; Pastor, Eliana; La Macchia, Antonio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Tricarico, Davide
Diversity and Inclusion Activities in Database Conferences: A 2021 Report
2022 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
Simplifying Text Mining Activities: Scalable and Self-Tuning Methodology for Topic Detection and Characterization
2022 DI CORSO, Evelina; Proto, Stefano; Vacchetti, Bartolomeo; Bethaz, Paolo; Cerquitelli, Tania
Trusting deep learning natural-language models via local and global explanations
2022 Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction
2021 Monaco, Simone; Greco, Salvatore; Farasin, Alessandro; Colomba, Luca; Apiletti, Daniele; Garza, Paolo; Cerquitelli, Tania; Baralis, Elena
Big data analytics for smart cities
2021 Cerquitelli, T.; Migliorini, S.; Chiusano, S.
Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science
2021 Chiusano, S.; Cerquitelli, T.; Wrembel, R.; Quercia, D.
Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case
2021 Giordano, Danilo; Pastor, Eliana; Giobergia, Flavio; Cerquitelli, Tania; Baralis, Elena; Mellia, Marco; Neri, Alessandra; Tricarico, Davide
Empowering Commercial Vehicles through Data-Driven Methodologies
2021 Bethaz, Paolo; Cavaglion, Sara; Cricelli, Sofia; Liore, Elena; Manfredi, Emanuele; Salio, Stefano; Regalia, Andrea; Conicella, Fabrizio; Greco, Salvatore; Cerquitelli, Tania
Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes
2021 Cerquitelli, Tania; Ventura, Francesco; Apiletti, Daniele; Baralis, Elena; Macii, Enrico; Poncino, Massimo
K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm
2021 Giordano, Danilo; Mellia, Marco; Cerquitelli, Tania
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools
2021 Cerquitelli, Tania; JAHIER PAGLIARI, Daniele; Calimera, Andrea; Bottaccioli, Lorenzo; Patti, Edoardo; Acquaviva, Andrea; Poncino, Massimo
A cloud-to-edge approach to support predictive analytics in robotics industry
2020 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.
A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps
2020 Cerquitelli, T.; Corso, E. D.; Proto, S.; Bethaz, P.; Mazzarelli, D.; Capozzoli, A.; Baralis, E.; Mellia, M.; Casagrande, S.; Tamburini, M.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Edge-device Collaborative Computing for Multi-view Classification / Palena, Marco; Cerquitelli, Tania; Chiasserini, Carla Fabiana. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - STAMPA. - 254:(2024). [10.1016/j.comnet.2024.110823] | 1-gen-2024 | Marco PalenaTania CerquitelliCarla Fabiana Chiasserini | DMVOC___MultiView.pdf; 1-s2.0-S1389128624006558-main.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. - 38:(2024), pp. 3169-3226. [10.1007/s10618-023-00915-x] | 1-gen-2024 | Ventura, FrancescoGreco, SalvatoreApiletti, DanieleCerquitelli, Tania | s10618-023-00915-x.pdf |
| Fault Prediction in Resistance Spot Welding: A Comparison of Machine Learning Approaches / Ciravegna, G.; Galante, F.; Giordano, D.; Cerquitelli, T.; Mellia, M.. - In: ELECTRONICS. - ISSN 2079-9292. - 13:18(2024). [10.3390/electronics13183693] | 1-gen-2024 | Ciravegna G.Galante F.Giordano D.Cerquitelli T.Mellia M. | electronics-13-03693.pdf |
| 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 |
| 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.pdf; Giordano_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).pdf; applsci-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.pdf; s10115-022-01690-9.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.pdf; Giordano_ExpertSystemPredictiveMaincenance.pdf; Giordano_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.pdf; 1-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.pdf; 09353852.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 |