Archivio Istituzionale della RicercaVENTURA, FRANCESCO
VENTURA, FRANCESCO
Dipartimento di Automatica e Informatica
041652
DSLE: A Smart Platform for Designing Data Science Competitions
2020 Attanasio, Giuseppe; Giobergia, Flavio; Pasini, Andrea; Ventura, Francesco; Baralis, ELENA MARIA; Cagliero, Luca; Garza, Paolo; Apiletti, Daniele; Cerquitelli, Tania; Chiusano, SILVIA ANNA
Enabling predictive analytics for smart manufacturing through an IIoT platform
2020 Cerquitelli, T; Nikolakis, N; Bethaz, P; Panicucci, S; Ventura, F; Macii, E; Andolina, S; Marguglio, A; Alexopoulos, K; Petrali, P; Pagani, A; van Wilgen, P; Ippolito, M
A new unsupervised predictive-model self-assessment approach that SCALEs
2019 Ventura, Francesco; Proto, Stefano; Apiletti, Daniele; Cerquitelli, Tania; Panicucci, Simone; Baralis, Elena; Macii, Enrico; Macii, Alberto
PREMISES, a scalable data-driven service to predict alarms in slowly-degrading multi-cycle industrial processes
2019 Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Cerquitelli, Tania; Baralis, ELENA MARIA; Macii, Enrico; Macii, Alberto
Towards a real-time unsupervised estimation of predictive model degradation
2019 Cerquitelli, Tania; Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Baralis, ELENA MARIA
Black-Box Model Explained Through an Assessment of Its Interpretable Features
2018 Ventura, Francesco; Cerquitelli, Tania; Giacalone, Francesco
Clustering-Based Assessment of Residential Consumers from Hourly-Metered Data
2018 Cerquitelli, Tania; Chicco, Gianfranco; Di Corso, Evelina; Ventura, Francesco; Giuseppe, Montesano; Mirko, Armiento; Alicia, Mateo González; Andrea, Veiga Santiago
Discovering electricity consumption over time for residential consumers through cluster analysis
2018 Cerquitelli, Tania; Chicco, Gianfranco; DI CORSO, Evelina; Ventura, Francesco; Montesano, Giuseppe; Del Pizzo, Anita; Mateo González, Alicia; Martin Sobrino, Eduardo
iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0
2018 Apiletti, Daniele; Barberis, Claudia; Cerquitelli, Tania; Macii, Alberto; Macii, Enrico; Poncino, Massimo; Ventura, Francesco
Useful ToPIC: Self-tuning strategies to enhance Latent Dirichlet Allocation
2018 Proto, Stefano; DI CORSO, Evelina; Ventura, Francesco; Cerquitelli, Tania
All in a twitter: Self-tuning strategies for a deeper understanding of a crisis tweet collection
2017 Di Corso, Evelina; Ventura, Francesco; Cerquitelli, Tania
Data miners' little helper: data transformation activity cues for cluster analysis on document collections
2017 Cerquitelli, Tania; DI CORSO, Evelina; Ventura, Francesco; Chiusano, SILVIA ANNA
Prompting the data transformation activities for cluster analysis on collections of documents
2017 Cerquitelli, T.; Di Corso, E.; Ventura, F.; Chiusano, S.
Self-tuning techniques for large scale cluster analysis on textual data collections
2017 DI CORSO, Evelina; Cerquitelli, Tania; Ventura, Francesco
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| DSLE: A Smart Platform for Designing Data Science Competitions / Attanasio, G., Giobergia, F., Pasini, A., Ventura, F., Baralis, E.M., Cagliero, L., Garza, P., Apiletti, D., Cerquitelli, T., Chiusano, S.A.. - ELETTRONICO. - (2020), pp. 133-142. (2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC) Madrid (Spain) July 13-17) [10.1109/COMPSAC48688.2020.00026]. | 1-gen-2020 | Giuseppe AttanasioFlavio GiobergiaAndrea PasiniFrancesco VenturaElena BaralisLuca CaglieroPaolo GarzaDaniele ApilettiTania CerquitelliSilvia Chiusano | 730300a133.pdf; DSL_IEEECompsac2020_accepted_version.pdf |
| Enabling predictive analytics for smart manufacturing through an IIoT platform / Cerquitelli, T., Nikolakis, N., Bethaz, P., Panicucci, S., Ventura, F., Macii, E., Andolina, S., Marguglio, A., Alexopoulos, K., Petrali, P., Pagani, A., van Wilgen, P., Ippolito, M.. - 53:(2020), pp. 179-184. (4th IFAC Workshop on Advanced Maintenance Engineering, Services and Technologies - AMEST 2020 Cambridge (UK) 10 September 2020through 11 September 2020) [10.1016/j.ifacol.2020.11.029]. | 1-gen-2020 | Cerquitelli, TBethaz, PVentura, FMacii, E + | ifac-2020.pdf |
| A new unsupervised predictive-model self-assessment approach that SCALEs / Ventura, F., Proto, S., Apiletti, D., Cerquitelli, T., Panicucci, S., Baralis, E., Macii, E., Macii, A.. - ELETTRONICO. - 2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019:(2019), pp. 144-148. (2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 Milan, Italy July 8-13, 2019) [10.1109/BigDataCongress.2019.00033]. | 1-gen-2019 | Ventura FrancescoProto StefanoApiletti DanieleCerquitelli TaniaBaralis ElenaMacii EnricoMacii Alberto + | - |
| PREMISES, a scalable data-driven service to predict alarms in slowly-degrading multi-cycle industrial processes / Proto, S., Ventura, F., Apiletti, D., Cerquitelli, T., Baralis, E.M., Macii, E., Macii, A.. - ELETTRONICO. - 2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019:(2019), pp. 139-143. (2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 Milan, Italy July 8-13, 2019) [10.1109/BigDataCongress.2019.00032]. | 1-gen-2019 | Stefano ProtoFrancesco VenturaDaniele ApilettiTania CerquitelliElena BaralisEnrico MaciiAlberto Macii | - |
| Towards a real-time unsupervised estimation of predictive model degradation / Cerquitelli, T., Proto, S., Ventura, F., Apiletti, D., Baralis, E.M.. - ELETTRONICO. - (2019). (BIRTE '19 International Workshop on Real-Time Business Intelligence and Analytics Los Angeles, CA, USA August 26, 2019) [10.1145/3350489.3350494]. | 1-gen-2019 | Tania CerquitelliStefano ProtoFrancesco VenturaDaniele ApilettiElena Baralis | - |
| Black-Box Model Explained Through an Assessment of Its Interpretable Features / Ventura, F., Cerquitelli, T., Giacalone, F.. - ELETTRONICO. - (2018), pp. 138-149. (New Trends in Databases and Information Systems Budapest, Hungary September, 2-5, 2018) [10.1007/978-3-030-00063-9_15]. | 1-gen-2018 | Francesco VenturaTania CerquitelliGIACALONE, FRANCESCO | - |
| Clustering-Based Assessment of Residential Consumers from Hourly-Metered Data / Cerquitelli, T., Chicco, G., Di Corso, E., Ventura, F., Giuseppe, M., Mirko, A., Alicia, M.G., Andrea, V.S.. - ELETTRONICO. - (2018). (International Conference on Smart Energy System and Technologies - SEST 2018 Sevilla, Spain September, 10-12, 2018). | 1-gen-2018 | Cerquitelli, TaniaChicco, GianfrancoDi Corso, EvelinaVentura, Francesco + | - |
| Discovering electricity consumption over time for residential consumers through cluster analysis / Cerquitelli, T., Chicco, G., DI CORSO, E., Ventura, F., Montesano, G., Del Pizzo, A., Mateo González, A., Martin Sobrino, E.. - ELETTRONICO. - (2018), pp. 164-169. (2018 International Conference on Development and Application Systems (DAS) Suceava (Romania) 24-26 May 2018) [10.1109/DAAS.2018.8396090]. | 1-gen-2018 | Tania CerquitelliGianfranco ChiccoEvelina Di CorsoFrancesco Ventura + | - |
| iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0 / Apiletti, D., Barberis, C., Cerquitelli, T., Macii, A., Macii, E., Poncino, M., Ventura, F.. - ELETTRONICO. - (2018), pp. 924-931. (IEEE International Conference on Parallel & Distributed Processing with Applications Melbourne, Australia December 11-13, 2018) [10.1109/BDCloud.2018.00136]. | 1-gen-2018 | Apiletti, DanieleBarberis, ClaudiaCerquitelli, TaniaMacii, AlbertoMacii, EnricoPoncino, MassimoVentura, Francesco | - |
| Useful ToPIC: Self-tuning strategies to enhance Latent Dirichlet Allocation / Proto, S., DI CORSO, E., Ventura, F., Cerquitelli, T.. - ELETTRONICO. - (2018), pp. 33-40. (BigData Congress 2018 San Francisco (USA) July 2-7, 2018). | 1-gen-2018 | PROTO, STEFANOEvelina Di CorsoFrancesco VenturaTania Cerquitelli | topic-tuning-strategies.pdf |
| All in a twitter: Self-tuning strategies for a deeper understanding of a crisis tweet collection / Di Corso, E., Ventura, F., Cerquitelli, T.. - ELETTRONICO. - (2017), pp. 3722-3726. (Big Data (Big Data), 2017 IEEE International Conference on Boston (USA) 11-14 Dec. 2017) [10.1109/BigData.2017.8258369]. | 1-gen-2017 | Di Corso, EvelinaVentura, FrancescoCerquitelli, Tania | CameraReadyDSEM2017.pdf |
| Data miners' little helper: data transformation activity cues for cluster analysis on document collections / Cerquitelli, T., DI CORSO, E., Ventura, F., Chiusano, S.A.. - STAMPA. - (2017), pp. 1-6. (Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics Amantea June 19-22, 2017) [10.1145/3102254.3102288]. | 1-gen-2017 | CERQUITELLI, TANIADI CORSO, EVELINAVENTURA, FRANCESCOCHIUSANO, SILVIA ANNA | - |
| Prompting the data transformation activities for cluster analysis on collections of documents / Cerquitelli, T., Di Corso, E., Ventura, F., Chiusano, S.. - ELETTRONICO. - (2017), pp. 1-8. (25th Italian Symposium on Advanced Database Systems, SEBD 2017, Squillace Lido, Catanzaro, Italy, June 25th-29th, 2017, Squillace Lido, Catanzaro, Italy June 25th-29th, 2017). | 1-gen-2017 | Cerquitelli T.Di Corso E.Ventura F.Chiusano S. | paper_32.pdf |
| Self-tuning techniques for large scale cluster analysis on textual data collections / DI CORSO, E., Cerquitelli, T., Ventura, F.. - STAMPA. - (2017), pp. 1-6. (ACM SIGAPP Symposium On Applied Computing Marrakesh, Morocco April 3rd-7th, 2017) [10.1145/3019612.3019661]. | 1-gen-2017 | DI CORSO, EVELINACERQUITELLI, TANIAVENTURA, FRANCESCO | - |