Archivio Istituzionale della RicercaAPILETTI, DANIELE
APILETTI, DANIELE
Dipartimento di Automatica e Informatica
017160
AI models for automated segmentation of engineered polycystic kidney tubules
2024 Monaco, Simone; Bussola, Nicole; Buttò, Sara; Sona, Diego; Giobergia, Flavio; Jurman, Giuseppe; Xinaris, Christodoulos; Apiletti, Daniele
Explaining deep convolutional models by measuring the influence of interpretable features in image classification
2023 Ventura, Francesco; Greco, Salvatore; Apiletti, Daniele; Cerquitelli, Tania
Training physics-informed neural networks: One learning to rule them all?
2023 Monaco, Simone; Apiletti, Daniele
Theory-Guided Deep Learning Algorithms: An Experimental Evaluation
2022 Monaco, Simone; Apiletti, Daniele; Malnati, Giovanni
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
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
Correlating Espresso Quality with Coffee-Machine Parameters by Means of Association Rule Mining
2020 Apiletti, Daniele; Pastor, Eliana
Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis
2020 Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Nisi, Matteo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, ELENA MARIA
From Hotel Reviews to City Similarities: A Unified Latent-Space Model
2020 Cagliero, L.; La Quatra, M.; Apiletti, D.
REDTag: A Predictive Maintenance Framework for Parcel Delivery Services
2020 Proto, Stefano; DI CORSO, Evelina; Apiletti, Daniele; Cagliero, Luca; Cerquitelli, Tania; Malnati, Giovanni; Mazzucchi, Davide
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
Exploiting scalable machine-learning distributed frameworks to forecast power consumption of buildings
2019 Cerquitelli, T.; Malnati, G.; Apiletti, D.
Forecasting Heating Consumption in Buildings: A Scalable Full-Stack Distributed Engine
2019 Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Bottaccioli, Lorenzo; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Patti, Edoardo
METATECH: METeorological Data Analysis for Thermal Energy CHaracterization by Means of Self-Learning Transparent Models
2018 Di Corso, Evelina; Cerquitelli, Tania; Apiletti, Daniele
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
SeLINA: a Self-Learning Insightful Network Analyzer
2016 Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Garza, Paolo; Giordano, Danilo; Mellia, Marco; Venturini, Luca
MaskedPainter: Feature Selection Method for Microarray Data Analysis
2012 Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro
Energy saving models for wireless sensor networks
2011 Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| AI models for automated segmentation of engineered polycystic kidney tubules / Monaco, Simone; Bussola, Nicole; Buttò, Sara; Sona, Diego; Giobergia, Flavio; Jurman, Giuseppe; Xinaris, Christodoulos; Apiletti, Daniele. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 14:(2024). [10.1038/s41598-024-52677-1] | 1-gen-2024 | Monaco, SimoneGiobergia, FlavioApiletti, Daniele + | s41598-024-52677-1.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 |
| Training physics-informed neural networks: One learning to rule them all? / Monaco, Simone; Apiletti, Daniele. - In: RESULTS IN ENGINEERING. - ISSN 2590-1230. - ELETTRONICO. - 18:(2023). [10.1016/j.rineng.2023.101023] | 1-gen-2023 | Simone MonacoDaniele Apiletti | 1-s2.0-S2590123023001500-main.pdf |
| Theory-Guided Deep Learning Algorithms: An Experimental Evaluation / Monaco, Simone; Apiletti, Daniele; Malnati, Giovanni. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 11:18(2022). [10.3390/electronics11182850] | 1-gen-2022 | Simone MonacoDaniele ApilettiGiovanni Malnati | electronics-11-02850.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 |
| 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. - (2021), p. 115269. [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 |
| Correlating Espresso Quality with Coffee-Machine Parameters by Means of Association Rule Mining / Apiletti, Daniele; Pastor, Eliana. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 9:1(2020). [10.3390/electronics9010100] | 1-gen-2020 | Apiletti, DanielePastor, Eliana | electronics-09-00100-v2.pdf |
| Data-driven exploratory models of an electric distribution network for fault prediction and diagnosis / Renga, Daniela; Apiletti, Daniele; Giordano, Danilo; Nisi, Matteo; Huang, Tao; Zhang, Yang; Mellia, Marco; Baralis, ELENA MARIA. - In: COMPUTING. - ISSN 1436-5057. - ELETTRONICO. - (2020), pp. 1-13. [10.1007/s00607-019-00781-w] | 1-gen-2020 | Daniela RengaDaniele ApilettiDanilo GiordanoTao HuangYang ZhangMarco MelliaElena Baralis + | Enel___Extension (1).pdf; Renga2020_Article_Data-drivenExploratoryModelsOf.pdf |
| From Hotel Reviews to City Similarities: A Unified Latent-Space Model / Cagliero, L.; La Quatra, M.; Apiletti, D.. - In: ELECTRONICS. - ISSN 2079-9292. - ELETTRONICO. - 9:1(2020), pp. 1-16. [10.3390/electronics9010197] | 1-gen-2020 | Cagliero, L.La Quatra, M.Apiletti, D. | electronics-09-00197.pdf |
| REDTag: A Predictive Maintenance Framework for Parcel Delivery Services / Proto, Stefano; DI CORSO, Evelina; Apiletti, Daniele; Cagliero, Luca; Cerquitelli, Tania; Malnati, Giovanni; Mazzucchi, Davide. - In: IEEE ACCESS. - ISSN 2169-3536. - STAMPA. - 8:(2020), pp. 14953-14964. [10.1109/ACCESS.2020.2966568] | 1-gen-2020 | Stefano ProtoEvelina Di CorsoDaniele ApilettiLuca CaglieroTania CerquitelliGiovanni Malnati + | 08959207.pdf |
| 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 |
| 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 |
| Forecasting Heating Consumption in Buildings: A Scalable Full-Stack Distributed Engine / Acquaviva, Andrea; Apiletti, Daniele; Attanasio, Antonio; Baralis, ELENA MARIA; Bottaccioli, Lorenzo; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Macii, Enrico; Patti, Edoardo. - In: ELECTRONICS. - ISSN 2079-9292. - 8:5(2019), pp. 1-31. [10.3390/electronics8050491] | 1-gen-2019 | Daniele ApilettiAntonio AttanasioElena BaralisLorenzo BottaccioliTania CerquitelliSilvia ChiusanoEnrico MaciiEdoardo Patti + | electronics-08-00491.pdf |
| 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 |
| 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 |
| 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 |
| MaskedPainter: Feature Selection Method for Microarray Data Analysis / Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro. - In: INTELLIGENT DATA ANALYSIS. - ISSN 1088-467X. - 16:4(2012), pp. 717-737. [10.3233/IDA-2012-0546] | 1-gen-2012 | APILETTI, DANIELEBARALIS, ELENA MARIABRUNO, GIULIAFIORI, ALESSANDRO | - |
| Energy saving models for wireless sensor networks / Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania. - In: KNOWLEDGE AND INFORMATION SYSTEMS. - ISSN 0219-1377. - STAMPA. - 28:3(2011), pp. 615-644. [10.1007/s10115-010-0328-6] | 1-gen-2011 | APILETTI, DANIELEBARALIS, ELENA MARIACERQUITELLI, TANIA | 2373598_draft.pdf |