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@proceedings{DBLP:conf/itadata/2023, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2024}, url = {https://ceur-ws.org/Vol-3606}, urn = {urn:nbn:de:0074-3606-7}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/2023.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/AntelmiTGPSA23, author = {Alessia Antelmi and Massimo Torquati and Daniele Gregori and Francesco Polzella and Gianmarco Spinatelli and Marco Aldinucci}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {The SWH-Analytics Framework}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper76.pdf}, timestamp = {Fri, 19 Jan 2024 15:08:28 +0100}, biburl = {https://dblp.org/rec/conf/itadata/AntelmiTGPSA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/AtzoriCDMDFMNRT23, author = {Maurizio Atzori and Angelo Ciaramella and Claudia Diamantini and Beniamino Di Martino and Salvatore Distefano and Tullio Facchinetti and Fabrizio Montecchiani and Antonino Nocera and Giancarlo Ruffo and Roberto Trasarti}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Dataspaces: Concepts, Architectures and Initiatives}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper49.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/AtzoriCDMDFMNRT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/BaglioniMR23, author = {Michele Baglioni and Fabrizio Montecchiani and Mario Rosati}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Large-scale Computing Frameworks: Experiments and Guidelines}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper39.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/BaglioniMR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/BarraMG23, author = {Paola Barra and Zied Mnasri and Danilo Greco}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Multimodal Emotion Recognition from Voice and Video Signals}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper75.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/BarraMG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/BellandiCFMRS23, author = {Valerio Bellandi and Silvana Castano and Alfio Ferrara and Stefano Montanelli and Davide Riva and Stefano Siccardi}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {A Service Infrastructure for Management of Legal Documents}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper42.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/BellandiCFMRS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/CaruccioCPP23, author = {Loredana Caruccio and Stefano Cirillo and Tullio Pizzuti and Giuseppe Polese}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms?}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper64.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/CaruccioCPP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/CavallaroCP23, author = {Claudia Cavallaro and Vincenzo Cutello and Mario Pavone}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Effective Heuristics for Finding Small Minimal Feedback Arc Set Even for Large Graphs}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper56.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/CavallaroCP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/CavinaMPSS23, author = {Patrik Cavina and Federico Manzella and Giovanni Pagliarini and Guido Sciavicco and Ionel Eduard Stan}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {(Un)supervised Univariate Feature Extraction and Selection for Dimensional Data}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper51.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/CavinaMPSS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/Colonnelli23, author = {Iacopo Colonnelli}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Workflow Models for Heterogeneous Distributed Systems}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/invited77.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/Colonnelli23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/DamKNP23, author = {Tobias Dam and Lukas Daniel Klausner and Sebastian Neumaier and Torsten Priebe}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {A Survey of Dataspace Connector Implementations}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper41.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/DamKNP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/DiamantiniMPV23, author = {Claudia Diamantini and Alex Mircoli and Domenico Potena and Simone Vagnoni}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {An Experimental Comparison of Large Language Models for Emotion Recognition in Italian Tweets}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper68.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/DiamantiniMPV23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/FerlitaQNMMC23, author = {Alessandro La Ferlita and Yan Qi and Emanuel Di Nardo and Simon Mewes and Ould el Moctar and Angelo Ciaramella}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Prediction of Wave Energy Spectrum Based on Ship Motions Using a Data-Driven Approach}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper73.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/FerlitaQNMMC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/FrazzettoUS23, author = {Paolo Frazzetto and Muhammad Uzair{-}Ul{-}Haq and Alessandro Sperduti}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Enhancing Human Resources through Data Science: a Case in Recruiting}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper71.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/FrazzettoUS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/GervasiTSL23, author = {Massimiliano Gervasi and Nicol{\`{o}} Gianmauro Totaro and Giorgia Specchia and Maria Elena Latino}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Unveiling the Roots of Big Data Project Failure: a Critical Analysis of the Distinguishing Features and Uncertainties in Evaluating Big Data Potential Value}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper52.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/GervasiTSL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/MarcheseT23, author = {Angelo Marchese and Orazio Tomarchio}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Orchestrating {DAG} Workflows on the Cloud-to-Edge Continuum}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper62.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/MarcheseT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/Menotti23, author = {Laura Menotti}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Reproducibility and Generalization of a Relation Extraction System for Gene-Disease Associations}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/invited78.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/Menotti23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/RiccioRKCPGFGM23, author = {Giuseppe Riccio and Antonio Romano and Andriy Korsun and Michele Cirillo and Marco Postiglione and Valerio La Gatta and Antonino Ferraro and Antonio Galli and Vincenzo Moscato}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Healthcare Data Summarization via Medical Entity Recognition and Generative {AI}}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper47.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/RiccioRKCPGFGM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/itadata/RoccoPG23, author = {Lorenzo Di Rocco and Umberto Ferraro Petrillo and Giorgio Grani}, editor = {Nicola Bena and Beniamino Di Martino and Antonio Maratea and Alessandro Sperduti and Emanuel Di Nardo and Angelo Ciaramella and Raffaele Montella and Claudio A. Ardagna}, title = {Enhancing Scalability of Distributed SNPs Calling Pipelines Using Cluster-Driven Partitioning Strategy}, booktitle = {Proceedings of the 2nd Italian Conference on Big Data and Data Science {(ITADATA} 2023), Naples, Italy, September 11-13, 2023}, series = {{CEUR} Workshop Proceedings}, volume = {3606}, publisher = {CEUR-WS.org}, year = {2023}, url = {https://ceur-ws.org/Vol-3606/paper66.pdf}, timestamp = {Fri, 19 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/itadata/RoccoPG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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