Michele LA ROCCA | Publications
Michele LA ROCCA Publications
| 2025 | |
| Articolo in rivista | |
| Neural network Lee–Carter model and the actuarial relevance of longevity risk assessment SCANDINAVIAN ACTUARIAL JOURNAL. Vol. 6. Pag.549-573 ISSN:0346-1238. | |
| Apicella, Giovanna; La Rocca, Michele; Perna, Cira; Sibillo, Marilena | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1080/03461238.2024.2443833 Codice identificativo ISI: WOS:001385029400001 Codice identificativo SCOPUS: 2-s2.0-85213248731 | |
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| 2024 | |
| Articolo in rivista | |
| Effective signal reconstruction from multiple ranked lists via convex optimization DATA MINING AND KNOWLEDGE DISCOVERY. Pag.1-45 ISSN:1573-756X. | |
| Schimek, M. G.; Vitale, L.; Pfeifer, B.; La Rocca, M. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1007/s10618-023-00991-z Codice identificativo ISI: WOS:001132644200001 Codice identificativo SCOPUS: 2-s2.0-85181198457 | |
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| 2024 | |
| Articolo in rivista | |
| Fintech: finance, technologies, and the society DIGITAL FINANCE. Vol. 6. Pag.1-2 ISSN:2524-6984. | |
| La Rocca, Michele | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1007/s42521-024-00111-6 | |
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| 2023 | |
| Articolo in rivista | |
| Bootstrapping binary GEV regressions for imbalanced datasets COMPUTATIONAL STATISTICS. Pag.1-33 ISSN:1613-9658. | |
| La Rocca, M.; Niglio, Marcella; Restaino, Marialuisa | |
| Digital Object Identifier (DOI): 10.1007/s00180-023-01330-y Codice identificativo ISI: WOS:000987486700001 Codice identificativo SCOPUS: 2-s2.0-85147375900 | |
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| 2023 | |
| Articolo in rivista | |
| Segmenting with big data analytics and Python: A quantitative exploratory analysis of household savings TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE. Vol. 191. Pag.1-10 ISSN:0040-1625. | |
| Cuomo, M. T.; Tortora, D.; Colosimo, I.; Ricciardi Celsi, L.; Genovino, C.; Festa, G.; La Rocca, M. | |
| Digital Object Identifier (DOI): 10.1016/j.techfore.2023.122431 Codice identificativo ISI: WOS:000955286800001 Codice identificativo SCOPUS: 2-s2.0-85149981341 | |
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| 2022 | |
| Articolo in rivista | |
| TECHNOLOGICAL STRATEGIES AND QUALITY OF INVENTION: THE ROLE OF KNOWLEDGE BASE AND TECHNICAL APPLICATIONS IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT. Vol. 69. Pag.1050-1066 ISSN:0018-9391. | |
| Cammarano, Antonello; Michelino, Francesca; Vitale, Maria Prosperina; LA ROCCA, Michele; Caputo, Mauro | |
| Digital Object Identifier (DOI): 10.1109/TEM.2020.2973861 Codice identificativo ISI: WOS:000809409400023 Codice identificativo SCOPUS: 2-s2.0-85081314309 | |
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| 2022 | |
| Articolo in rivista | |
| Deep learning for volatility forecasting in asset management SOFT COMPUTING. Vol. 26. Pag.8553-8574 ISSN:1432-7643. | |
| Petrozziello, A.; Troiano, L.; Serra, A.; Jordanov, I.; Storti, G.; Tagliaferri, R.; La Rocca, M. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1007/s00500-022-07161-1 Codice identificativo ISI: WOS:000825907200002 Codice identificativo SCOPUS: 2-s2.0-85134375872 | |
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| 2022 | |
| Articolo in rivista | |
| Opening the Black Box: Bootstrapping Sensitivity Measures in Neural Networks for Interpretable Machine Learning STATS. Vol. 5. Pag.440-457 ISSN:2571-905X. | |
| Perna, Cira; LA ROCCA, Michele | |
| Versione online | |
| Digital Object Identifier (DOI): 10.3390/stats5020026 Codice identificativo ISI: WOS:000841411400001 Codice identificativo SCOPUS: 2-s2.0-85149678935 | |
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| 2022 | |
| Articolo in rivista | |
| ENHANCING TRAVELLER EXPERIENCE IN INTEGRATED MOBILITY SERVICES VIA BIG SOCIAL DATA ANALYTICS TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE. Vol. 176. Pag.1-7 ISSN:0040-1625. | |
| Cuomo, M. T.; Colosimo, I.; Ricciardi Celsi, L.; Ferulano, R.; Festa, G.; La Rocca, M. | |
| Digital Object Identifier (DOI): 10.1016/j.techfore.2021.121460 Codice identificativo ISI: WOS:000799768700012 Codice identificativo SCOPUS: 2-s2.0-85122522747 | |
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| 2021 | |
| Articolo in rivista | |
| Possible Association of Periodontal Disease and Macular Degeneration: A Case-Control Study DENTISTRY JOURNAL. Vol. 9. Pag.1-11 ISSN:2304-6767. | |
| Di Spirito, Federica; La Rocca, Michele; De Bernardo, Maddalena; Rosa, Nicola; Sbordone, Carolina; Sbordone, Ludovico | |
| Digital Object Identifier (DOI): 10.3390/dj9010001 Codice identificativo ISI: WOS:000650995500001 Codice identificativo SCOPUS: 2-s2.0-85104131144 | |
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200920Bootstrap joint prediction regions for sequences of missing values in spatio-temporal datasets
| 2021 | |
| Articolo in rivista | |
| Bootstrap joint prediction regions for sequences of missing values in spatio-temporal datasets COMPUTATIONAL STATISTICS. Vol. 36 (4). Pag.2917-2938 ISSN:0943-4062. | |
| Parrella, Maria Lucia; Albano, Giuseppina; Perna, Cira; La Rocca, Michele | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1007/s00180-021-01099-y Codice identificativo ISI: WOS:000636935200001 Codice identificativo SCOPUS: 2-s2.0-85103589528 | |
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| 2021 | |
| Articolo in rivista | |
| Clustering nonlinear time series with neural network bootstrap forecast distributions INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. Vol. 137. Pag.1-15 ISSN:0888-613X. | |
| La Rocca, M.; Giordano, F.; Perna, C. | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1016/j.ijar.2021.06.014 Codice identificativo ISI: WOS:000755021800001 Codice identificativo SCOPUS: 2-s2.0-85110211246 | |
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| 2020 | |
| Articolo in rivista | |
| Improving Many Volatility Forecasts Using Cross-Sectional Volatility Clusters JOURNAL OF RISK AND FINANCIAL MANAGEMENT. Vol. 13. Pag.1-23 ISSN:1911-8074. | |
| Coretto, Pietro; La Rocca, Michele; Storti, Giuseppe | |
| Digital Object Identifier (DOI): 10.3390/jrfm13040064 Codice identificativo ISI: WOS:000533889000015 Codice identificativo SCOPUS: 2-s2.0-85111168574 | |
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| 2019 | |
| Articolo in rivista | |
| Small sample properties of ML estimator in Vasicek and CIR models: a simulation experiment DECISIONS IN ECONOMICS AND FINANCE. Pag.1-15 ISSN:1593-8883. | |
| Albano, Giuseppina; La Rocca, Michele; Perna, Cira | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1007/s10203-019-00237-y Codice identificativo ISI: WOS:000482243800003 Codice identificativo SCOPUS: 2-s2.0-85061755622 | |
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| 2019 | |
| Articolo in rivista | |
| A 5-year longitudinal cohort study on crown to implant ratio effect on marginal bone level in single implants CLINICAL IMPLANT DENTISTRY AND RELATED RESEARCH. Vol. 21. Pag.916-922 ISSN:1523-0899. | |
| Ramaglia, Luca; Di Spirito, Federica; Sirignano, Massimiliano; La Rocca, Michele; Esposito, Umberto; Sbordone, Ludovico | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1111/cid.12757 Codice identificativo ISI: WOS:000495744700014 Codice identificativo SCOPUS: 2-s2.0-85063397674 | |
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| 2019 | |
| Articolo in rivista | |
| Nonlinear autoregressive sieve bootstrap based on extreme learning machines MATHEMATICAL BIOSCIENCES AND ENGINEERING. Vol. 17. Pag.636-653 ISSN:1547-1063. | |
| LA ROCCA, Michele; Perna, Cira | |
| Versione online | |
| Digital Object Identifier (DOI): 10.3934/mbe.2020033 Codice identificativo ISI: WOS:000495897300033 Codice identificativo SCOPUS: 2-s2.0-85075061190 | |
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| 2019 | |
| Articolo in rivista | |
| Reconstructing missing data sequences in multivariate time series: an application to environmental data STATISTICAL METHODS & APPLICATIONS. Vol. 28. Pag.359-383 ISSN:1613-981X. | |
| Parrella, Maria Lucia; Albano, Giuseppina; LA ROCCA, Michele; Perna, Cira | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1007/s10260-018-00435-9 Codice identificativo ISI: WOS:000468997800008 Codice identificativo SCOPUS: 2-s2.0-85052518023 | |
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| 2017 | |
| Articolo in rivista | |
| An integrated strategy for the analysis of student evaluation of teaching: from descriptive measures to explanatory models QUALITY & QUANTITY. Vol. 51. Pag.675-691 ISSN:0033-5177. | |
| LA ROCCA, Michele; Parrella, Maria Lucia; Primerano, Ilaria; Sulis, Isabella; Vitale, Maria Prosperina | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1007/s11135-016-0432-0 Codice identificativo ISI: WOS:000395001500013 Codice identificativo SCOPUS: 2-s2.0-84991109382 | |
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| 2017 | |
| Articolo in rivista | |
| Clustering complex time-series databases by using periodic components STATISTICAL ANALYSIS AND DATA MINING. Pag.89-106 ISSN:1932-1864. | |
| Giordano, Francesco; LA ROCCA, Michele; Parrella, Maria Lucia | |
| Versione online | |
| Digital Object Identifier (DOI): 10.1002/sam.11341 Codice identificativo ISI: WOS:000402305900002 Codice identificativo SCOPUS: 2-s2.0-85013822243 | |
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| 2014 | |
| Articolo in rivista | |
| Designing Neural Networks for Modeling Biological Data: a Statistical Perspective MATHEMATICAL BIOSCIENCES AND ENGINEERING. Vol. 11. Pag.331-342 ISSN:1547-1063. | |
| LA ROCCA, Michele; Perna, Cira | |
| Versione online | |
| Digital Object Identifier (DOI): 10.3934/mbe.2014.11.331 Codice identificativo ISI: WOS:000326980200011 Codice identificativo SCOPUS: 2-s2.0-84890483988 | |
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| 2014 | |
| Articolo in rivista | |
| Input Variable Selection in Neural Network Models COMMUNICATIONS IN STATISTICS. THEORY AND METHODS. Vol. 43. Pag.735-750 ISSN:0361-0926. | |
| Giordano, Francesco; LA ROCCA, Michele; Perna, Cira | |
| Digital Object Identifier (DOI): 10.1080/03610926.2013.804567 Codice identificativo ISI: WOS:000330757100007 Codice identificativo SCOPUS: 2-s2.0-84893969997 | |
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| 2012 | |
| Articolo in rivista | |
| A two-step procedure for neural network modeling QUADERNI DI STATISTICA. Vol. 14. Pag.145-148 ISSN:1594-3739. | |
| LA ROCCA, Michele; Perna, Cira | |
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| 2011 | |
| Articolo in rivista | |
| Value-at-Risk Inference with NN Sieve bootstrap QUADERNI DI STATISTICA. Vol. 13. Pag.23-34 ISSN:1594-3739. | |
| Giordano, Francesco; LA ROCCA, Michele; Perna, Cira | |
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| 2011 | |
| Articolo in rivista | |
| Properties of the neural network sieve bootstrap JOURNAL OF NONPARAMETRIC STATISTICS. Vol. 23. Pag.803-817 ISSN:1048-5252. | |
| Giordano, Francesco; LA ROCCA, Michele; Perna, Cira | |
| Digital Object Identifier (DOI): 10.1080/10485252.2011.561344 Codice identificativo ISI: WOS:000299693300014 Codice identificativo SCOPUS: 2-s2.0-80052295035 | |
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| 2007 | |
| Articolo in rivista | |
| Forecasting nonlinear time series with neural network sieve bootstrap COMPUTATIONAL STATISTICS & DATA ANALYSIS. Vol. 51. Pag.3871-3884 ISSN:0167-9473. | |
| Giordano, Francesco; LA ROCCA, Michele; Perna, Cira | |
| Codice identificativo ISI: WOS:000246128500019 Codice identificativo SCOPUS: 2-s2.0-33947654893 | |
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4645Variable selection in neural network regression models with dependent data: a subsampling approach
| 2005 | |
| Articolo in rivista | |
| Variable selection in neural network regression models with dependent data: a subsampling approach COMPUTATIONAL STATISTICS & DATA ANALYSIS. Vol. 48. Pag.415-429 ISSN:0167-9473. | |
| LA ROCCA, Michele; Perna, Cira | |
| Digital Object Identifier (DOI): 10.1016/j.csda.2004.01.004 Codice identificativo ISI: WOS:000226328700011 Codice identificativo SCOPUS: 2-s2.0-9944262843 | |
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| 2005 | |
| Articolo in rivista | |
| Neural Network Sieve Bootstrap for Nonlinear Time Series NEURAL NETWORK WORLD. Vol. 15. Pag.327-334 ISSN:1210-0552. | |
| LA ROCCA, Michele; Perna, Cira; Giordano, Francesco | |
| Codice identificativo ISI: WOS:000232532500007 Codice identificativo SCOPUS: 2-s2.0-24644443712 | |
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| 2003 | |
| Articolo in rivista | |
| Bootstrap calibration and empirical likelihood in the logistic regression model JOURNAL OF THE JAPANESE SOCIETY OF COMPUTATIONAL STATISTICS. Vol. 15. Pag.247-254 ISSN:0915-2350. | |
| LA ROCCA, Michele | |
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| 2001 | |
| Articolo in rivista | |
| Parametric bootstrap inference in bilinear time series models METRON. Vol. LIX. Pag.101-116 ISSN:0026-1424. | |
| LA ROCCA, Michele; Vitale, Cosimo Damiano | |
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15933Standard error estimation in neural network regression models: the moving block bootstrap approach
| 2001 | |
| Articolo in rivista | |
| Standard error estimation in neural network regression models: the moving block bootstrap approach STATISTICA APPLICATA. Vol. 13. Pag.41-52 ISSN:1125-1964. | |
| Giordano, Francesco; LA ROCCA, Michele; Perna, Cira | |
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| 1999 | |
| Articolo in rivista | |
| Conditional least squares and model-based bootstrap inference in bilinear models QUADERNI DI STATISTICA. Vol. 1. Pag.155-174 ISSN:1594-3739. | |
| LA ROCCA, Michele | |
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