Archivio Istituzionale della RicercaSfoglia per Autore
Association Rule Mining as a Cloud-Based Service
2013 Apiletti, D.; Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grimaudo, Luigi
Network traffic analysis by means of Misleading Generalized Itemsets
2014 Apiletti, Daniele; Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Grimaudo, Luigi; Pulvirenti, Fabio
Energy Signature Analysis: Knowledge at Your Fingertips
2015 Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Bottaccioli, Lorenzo; Castagnetti, Federico Boni; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Martellacci, Dario; Patti, Edoardo
PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data
2015 Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Michiardi, Pietro; Pulvirenti, Fabio
A review of scalable approaches for frequent itemset mining
2015 Apiletti, Daniele; Garza, Paolo; Pulvirenti, Fabio
Enhancing energy awareness through the analysis of thermal energy consumption
2015 Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Boni Castagnetti, F.; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Martellacci, D.; Patti, Edoardo
SaFe-NeC: A scalable and flexible system for network data characterization
2016 Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Venturini, Luca
BAC: A bagged associative classifier for big data frameworks
2016 Venturini, Luca; Garza, Paolo; Apiletti, Daniele
SeLINA: a Self-Learning Insightful Network Analyzer
2016 Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Giordano, Danilo; Mellia, Marco; Venturini, Luca
A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data
2017 Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Michiardi, Pietro
Frequent Itemsets Mining for Big Data: A Comparative Analysis
2017 Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Venturini, Luca
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
METATECH: METeorological Data Analysis for Thermal Energy CHaracterization by Means of Self-Learning Transparent Models
2018 Di Corso, Evelina; Cerquitelli, Tania; Apiletti, Daniele
Automating concept-drift detection by self-evaluating predictive model degradation
2019 Cerquitelli, Tania; Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Baralis, ELENA MARIA
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
Exploiting scalable machine-learning distributed frameworks to forecast power consumption of buildings
2019 Cerquitelli, T.; Malnati, G.; Apiletti, D.
Transparently mining data from a medium-voltage distribution network: a prognostic-diagnostic analysis
2019 Nisi, Matteo; Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, ELENA MARIA
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
Effective video hyperlinking by means of enriched feature sets and monomodal query combinations
2019 Kavoosifar, MOHAMMAD REZA; Apiletti, Daniele; Baralis, ELENA MARIA; Garza, Paolo; Huet, Benoit
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Association Rule Mining as a Cloud-Based Service / Apiletti, D.; Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Grimaudo, Luigi. - STAMPA. - (2013), pp. 461-468. (Intervento presentato al convegno 21st Italian Symposium on Advanced Database Systems tenutosi a Roccella Jonica, Reggio Calabria, Italy nel June 30th – July 04th, 2013). | 1-gen-2013 | Apiletti D.BARALIS, ELENA MARIACERQUITELLI, TANIACHIUSANO, SILVIA ANNAGRIMAUDO, LUIGI | - |
| Network traffic analysis by means of Misleading Generalized Itemsets / Apiletti, Daniele; Baralis, ELENA MARIA; Cagliero, Luca; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Garza, Paolo; Grimaudo, Luigi; Pulvirenti, Fabio. - (2014), pp. 39-52. (Intervento presentato al convegno First International Workshop on Big Data Applications and Principles (BIGDAP 2014) tenutosi a Madrid, Spagna nel 11-12 Settembre 2014). | 1-gen-2014 | APILETTI, DANIELEBARALIS, ELENA MARIACAGLIERO, LUCACERQUITELLI, TANIACHIUSANO, SILVIA ANNAGARZA, PAOLOGRIMAUDO, LUIGIPULVIRENTI, FABIO | - |
| Energy Signature Analysis: Knowledge at Your Fingertips / Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Bottaccioli, Lorenzo; Castagnetti, Federico Boni; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Martellacci, Dario; Patti, Edoardo. - (2015), pp. 543-550. (Intervento presentato al convegno IEEE International Congress on Big Data (BigData Congress) 2015 tenutosi a New York, USA nel 27 June 2015 - 2 July 2015) [10.1109/BigDataCongress.2015.85]. | 1-gen-2015 | ACQUAVIVA, ANDREAAPILETTI, DANIELEATTANASIO, ANTONIOBARALIS, ELENA MARIABOTTACCIOLI, LORENZOCERQUITELLI, TANIACHIUSANO, SILVIA ANNAMACII, EnricoPATTI, EDOARDO + | ESA_Camera_Ready_8524.pdf |
| PaMPa-HD: A Parallel MapReduce-Based Frequent Pattern Miner for High-Dimensional Data / Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Michiardi, Pietro; Pulvirenti, Fabio. - (2015), pp. 839-846. (Intervento presentato al convegno The 3rd International Workshop on High Dimensional Data Mining (HDM’15) tenutosi a Atlantic City, NJ, USA nel 14 November 2015) [10.1109/ICDMW.2015.18]. | 1-gen-2015 | APILETTI, DANIELEBARALIS, ELENA MARIACERQUITELLI, TANIAGARZA, PAOLOMICHIARDI, PIETROPULVIRENTI, FABIO | Pampa_Draft.pdf |
| A review of scalable approaches for frequent itemset mining / Apiletti, Daniele; Garza, Paolo; Pulvirenti, Fabio. - 539:(2015), pp. 243-247. (Intervento presentato al convegno 19th East-European Conference on Advances in Databases and Information Systems, ADBIS 2015 nel 2015) [10.1007/978-3-319-23201-0_27]. | 1-gen-2015 | APILETTI, DANIELEGARZA, PAOLOPULVIRENTI, FABIO | - |
| Enhancing energy awareness through the analysis of thermal energy consumption / Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Boni Castagnetti, F.; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Martellacci, D.; Patti, Edoardo. - STAMPA. - 1330:(2015), pp. 64-71. (Intervento presentato al convegno The 4th workshop on Energy Data Management tenutosi a Brussels nel March 27th 2015). | 1-gen-2015 | ACQUAVIVA, ANDREAAPILETTI, DANIELEATTANASIO, ANTONIOBARALIS, ELENA MARIACERQUITELLI, TANIACHIUSANO, SILVIA ANNAMACII, EnricoPATTI, EDOARDO + | - |
| SaFe-NeC: A scalable and flexible system for network data characterization / Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Venturini, Luca. - ELETTRONICO. - (2016), pp. 812-816. (Intervento presentato al convegno 2016 IEEE/IFIP Network Operations and Management Symposium, NOMS 2016 tenutosi a Istanbul (Turkey) nel 2016) [10.1109/NOMS.2016.7502905]. | 1-gen-2016 | APILETTI, DANIELEBARALIS, ELENA MARIACERQUITELLI, TANIAGARZA, PAOLOVENTURINI, LUCA | safenec.pdf |
| BAC: A bagged associative classifier for big data frameworks / Venturini, Luca; Garza, Paolo; Apiletti, Daniele. - STAMPA. - 637:(2016), pp. 137-146. (Intervento presentato al convegno 3rd International Workshop on Big Data Applications and Principles, BigDap 2016, co-located with the 20th East-European Conference on Advances in Databases and Information Systems, ADBIS 2016 tenutosi a Prague, Czech Republic nel 28-8-2016) [10.1007/978-3-319-44066-8_15]. | 1-gen-2016 | VENTURINI, LUCAGARZA, PAOLOAPILETTI, DANIELE | bac-bigdap-paper (17).pdf |
| SeLINA: a Self-Learning Insightful Network Analyzer / Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Giordano, Danilo; Mellia, Marco; Venturini, Luca. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 13:3(2016), pp. 696-710. [10.1109/TNSM.2016.2597443] | 1-gen-2016 | APILETTI, DANIELEBARALIS, ELENA MARIACERQUITELLI, TANIAGARZA, PAOLOGIORDANO, DANILOMELLIA, MarcoVENTURINI, LUCA | TNSMSelina2016.pdf; 07529210.pdf; ApilettiEtAlTNSM16.pdf |
| A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data / Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Michiardi, Pietro. - In: BIG DATA RESEARCH. - ISSN 2214-5796. - 10:(2017), pp. 53-69. [10.1016/j.bdr.2017.10.004] | 1-gen-2017 | Apiletti, DanieleBaralis, ElenaCerquitelli, TaniaGarza, PaoloPulvirenti, Fabio + | PampaHD_BDR.pdf; pampa_public.pdf |
| Frequent Itemsets Mining for Big Data: A Comparative Analysis / Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Pulvirenti, Fabio; Venturini, Luca. - In: BIG DATA RESEARCH. - ISSN 2214-5796. - STAMPA. - 9:C(2017), pp. 67-83. [10.1016/j.bdr.2017.06.006] | 1-gen-2017 | APILETTI, DANIELEBARALIS, ELENA MARIACERQUITELLI, TANIAGARZA, PAOLOPULVIRENTI, FABIOVENTURINI, LUCA | survey_itemset (1).pdf; 1-s2.0-S2214579616300193-main.pdf |
| iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0 / Apiletti, Daniele; Barberis, Claudia; Cerquitelli, Tania; Macii, Alberto; Macii, Enrico; Poncino, Massimo; Ventura, Francesco. - ELETTRONICO. - (2018), pp. 924-931. (Intervento presentato al convegno IEEE International Conference on Parallel & Distributed Processing with Applications tenutosi a Melbourne, Australia nel December 11-13, 2018) [10.1109/BDCloud.2018.00136]. | 1-gen-2018 | Apiletti, DanieleBarberis, ClaudiaCerquitelli, TaniaMacii, AlbertoMacii, EnricoPoncino, MassimoVentura, Francesco | - |
| METATECH: METeorological Data Analysis for Thermal Energy CHaracterization by Means of Self-Learning Transparent Models / Di Corso, Evelina; Cerquitelli, Tania; Apiletti, Daniele. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 11:6(2018), p. 1336. [10.3390/en11061336] | 1-gen-2018 | Di Corso, EvelinaCerquitelli, TaniaApiletti, Daniele | energies-11-01336.pdf |
| Automating concept-drift detection by self-evaluating predictive model degradation / Cerquitelli, Tania; Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Baralis, ELENA MARIA. - ELETTRONICO. - arXiv:1907.08120:(2019), pp. 1-5. | 1-gen-2019 | Tania CerquitelliStefano ProtoFrancesco VenturaDaniele ApilettiElena Baralis | 1907.08120.pdf |
| PREMISES, a scalable data-driven service to predict alarms in slowly-degrading multi-cycle industrial processes / Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Cerquitelli, Tania; Baralis, ELENA MARIA; Macii, Enrico; Macii, Alberto. - ELETTRONICO. - 2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019:(2019), pp. 139-143. (Intervento presentato al convegno 2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 tenutosi a Milan, Italy nel 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, Tania; Proto, Stefano; Ventura, Francesco; Apiletti, Daniele; Baralis, ELENA MARIA. - ELETTRONICO. - (2019). (Intervento presentato al convegno BIRTE '19 International Workshop on Real-Time Business Intelligence and Analytics tenutosi a Los Angeles, CA, USA nel August 26, 2019) [10.1145/3350489.3350494]. | 1-gen-2019 | Tania CerquitelliStefano ProtoFrancesco VenturaDaniele ApilettiElena Baralis | - |
| Exploiting scalable machine-learning distributed frameworks to forecast power consumption of buildings / Cerquitelli, T.; Malnati, G.; Apiletti, D.. - In: ENERGIES. - ISSN 1996-1073. - ELETTRONICO. - 12:15(2019), pp. 2933-2950. [10.3390/en12152933] | 1-gen-2019 | Cerquitelli T.Malnati G.Apiletti D. | energies-12-02933 (2).pdf; energies-12-02933_reduced.pdf |
| Transparently mining data from a medium-voltage distribution network: a prognostic-diagnostic analysis / Nisi, Matteo; Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, ELENA MARIA. - (2019). (Intervento presentato al convegno 2019 Workshops of the EDBT/ICDT Joint Conference). | 1-gen-2019 | Daniela RengaDaniele ApilettiDanilo GiordanoTao HuangMarco MelliaElena Baralis + | - |
| A new unsupervised predictive-model self-assessment approach that SCALEs / Ventura, Francesco; Proto, Stefano; Apiletti, Daniele; Cerquitelli, Tania; Panicucci, Simone; Baralis, Elena; Macii, Enrico; Macii, Alberto. - ELETTRONICO. - 2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019:(2019), pp. 144-148. (Intervento presentato al convegno 2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, Italy, July 8-13, 2019 tenutosi a Milan, Italy nel July 8-13, 2019) [10.1109/BigDataCongress.2019.00033]. | 1-gen-2019 | Ventura FrancescoProto StefanoApiletti DanieleCerquitelli TaniaBaralis ElenaMacii EnricoMacii Alberto + | - |
| Effective video hyperlinking by means of enriched feature sets and monomodal query combinations / Kavoosifar, MOHAMMAD REZA; Apiletti, Daniele; Baralis, ELENA MARIA; Garza, Paolo; Huet, Benoit. - In: INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL. - ISSN 2192-6611. - ELETTRONICO. - (2019). [10.1007/s13735-019-00173-y] | 1-gen-2019 | Mohammad Reza KavoosifarDaniele ApilettiElena BaralisPaolo Garza + | Kavoosifar2019_Article_EffectiveVideoHyperlinkingByMe.pdf; IJMIR__Journal_2017_Behnam.pdf |
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