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ORCIDLoredana Caruccio
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2020 – today
- 2025
[j21]Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Non-blocking functional dependency discovery from data streams. Inf. Sci. 690: 121531 (2025)- 2024
- [j20]Loredana Caruccio
, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando, Shanmugam Sundaramurthy, Genoveffa Tortora:
Can ChatGPT provide intelligent diagnoses? A comparative study between predictive models and ChatGPT to define a new medical diagnostic bot. Expert Syst. Appl. 235: 121186 (2024) - [j19]Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando, Shanmugam Sundaramurthy, Genoveffa Tortora:
Claude 2.0 large language model: Tackling a real-world classification problem with a new iterative prompt engineering approach. Intell. Syst. Appl. 21: 200336 (2024) - [j18]Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Analyzing the worldwide perception of the Russia-Ukraine conflict through Twitter. J. Big Data 11(1): 76 (2024) - [j17]Loredana Caruccio, Gaetano Cimino, Vincenzo Deufemia, Gianpaolo Iuliano, Roberto Stanzione:
Surveying federated learning approaches through a multi-criteria categorization. Multim. Tools Appl. 83(12): 36921-36951 (2024) - [c34]Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora:
Improving Malicious Accounts Discrimination through a New Feature Engineering Approach Using Relaxed Functional Dependencies. SEBD 2024: 565-573 - [e3]Letizia Tanca, Qiong Luo, Giuseppe Polese, Loredana Caruccio, Xavier Oriol, Donatella Firmani:
Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28. OpenProceedings.org 2024, ISBN 978-3-89318-091-2 [contents] - 2023
- [j16]Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora:
Malicious Account Identification in Social Network Platforms. ACM Trans. Internet Techn. 23(4): 57:1-57:25 (2023) - [c33]Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione:
REQUIRED: A Tool to Relax Queries through Relaxed Functional Dependencies. EDBT 2023: 823-826 - [c32]Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise Similarity. ICDE 2023: 1393-1405 - [c31]Loredana Caruccio, Stefano Cirillo, Tullio Pizzuti, Giuseppe Polese:
Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms? itaDATA 2023 - [c30]Loredana Caruccio, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora, Nicola Zannone:
An Approach to Trade-off Privacy and Classification Accuracy in Machine Learning Processes. SEBD 2023: 420-429 - [c29]Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Relaxed Functional Dependency Discovery in Incremental Scenarios. SEBD 2023: 614-622 - 2022
- [j15]Loredana Caruccio, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora, Nicola Zannone:
A decision-support framework for data anonymization with application to machine learning processes. Inf. Sci. 613: 1-32 (2022) - [j14]Loredana Caruccio, Giuseppe Polese, Shi-Kuo Chang:
Special issue on Sentient Multimedia Systems. Multim. Tools Appl. 81(1): 51-54 (2022) - [c28]Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Gianpaolo Iuliano, Giuseppe Polese, Bernardo Breve:
Brain tumors classification from MRI images: A comparative study between different neural networks. DMSVIVA 2022: 23-30 - [c27]Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
RENUVER: A Missing Value Imputation Algorithm based on Relaxed Functional Dependencies. EDBT 2022: 1:52-1:64 - [c26]Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione:
Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern Society. itaDATA 2022: 75-86 - [c25]Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Imputation of Missing Values through Profiling Metadata. SEBD 2022: 141-148 - 2021
- [j13]Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Dependency Visualization in Data Stream Profiling. Big Data Res. 25: 100240 (2021) - [j12]Loredana Caruccio, Vincenzo Deufemia, Felix Naumann, Giuseppe Polese:
Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance. IEEE Trans. Knowl. Data Eng. 33(9): 3212-3228 (2021) - [c24]Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Visual ECG Analysis in Real-world Scenarios. DMSVIVA 2021: 46-54 - [c23]Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Real-time visualization of profiling metadata upon data insertions. EDBT/ICDT Workshops 2021 - [c22]Loredana Caruccio, Vincenzo Deufemia, Felix Naumann, Giuseppe Polese:
Discovering Relaxed Functional Dependencies based on Multi-attribute Dominance [Extended Abstract]. ICDE 2021: 2354-2355 - [c21]Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Efficient Discovery of Functional Dependencies from Incremental Databases. iiWAS 2021: 400-409 - [c20]Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Efficient Validation of Functional Dependencies during Incremental Discovery. SEBD 2021: 1-12 - 2020
- [j11]Loredana Caruccio, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora:
GDPR Compliant Information Confidentiality Preservation in Big Data Processing. IEEE Access 8: 205034-205050 (2020) - [j10]Loredana Caruccio, Ornella Piazza, Giuseppe Polese, Genoveffa Tortora:
Secure IoT Analytics for Fast Deterioration Detection in Emergency Rooms. IEEE Access 8: 215343-215354 (2020) - [j9]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Mining relaxed functional dependencies from data. Data Min. Knowl. Discov. 34(2): 443-477 (2020) - [j8]Loredana Caruccio, Stefano Cirillo:
Incremental Discovery of Imprecise Functional Dependencies. ACM J. Data Inf. Qual. 12(4): 19:1-19:25 (2020) - [j7]Loredana Caruccio, Stefano Cirillo:
Monitoring Evolution of Dependency Discovery Results. J. Vis. Lang. Sentient Syst. 2020(2): 7-16 (2020) - [c19]Loredana Caruccio, Ornella Piazza, Giuseppe Polese, Genoveffa Tortora:
Enhancing IoT-based critical diagnosis in emergency rooms through intelligent video surveillance. DASC/PiCom/CBDCom/CyberSciTech 2020: 531-538 - [c18]Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Visualizing Dependencies during Incremental Discovery Processes. EDBT/ICDT Workshops 2020 - [c17]Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Domenico Desiato, Vincenzo Deufemia, Giuseppe Polese:
Enhancing user awareness during internet browsing. ITASEC 2020: 71-81 - [c16]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Lattice-based Discovery of Hybrid Relaxed Functional Dependencies. SEBD 2020: 32-39 - [p1]Loredana Caruccio, Vincenzo Deufemia, Salvatore Esposito, Giuseppe Polese:
Combining Collaborative Filtering and Semantic-Based Techniques to Recommend Components for Mashup Design. Computational Intelligence for Semantic Knowledge Management 2020: 25-37 - [e2]Ebad Banissi, Farzad Khosrow-shahi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, John Counsell, Andrew Agapiou, Zora Vrcelj, Hing-Wah Chau, Mengbi Li, Gehan Nagy, Richard Laing, Rita Francese, Muhammad Sarfraz, Fatma Bouali, Gilles Venturini, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Marco Temperini, Tania Di Mascio, Filippo Sciarrone, Veronica Rossano, Ralf Dörner, Loredana Caruccio, Autilia Vitiello, Weidong Huang, Michele Risi, Ugo Erra, Razvan Andonie, Muhammad Aurangzeb Ahmad, Ana Figueiras, Alfredo Cuzzocrea, Mabule Samuel Mabakane:
24th International Conference on Information Visualisation, IV 2020, Melbourne, Australia, September 7-11, 2020. IEEE 2020, ISBN 978-1-7281-9134-8 [contents]
2010 – 2019
- 2019
- [j6]Loredana Caruccio, Giuseppe Polese, Genoveffa Tortora, Daniele Iannone:
EDCAR: A knowledge representation framework to enhance automatic video surveillance. Expert Syst. Appl. 131: 190-207 (2019) - [j5]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Visualization of (multimedia) dependencies from big data. Multim. Tools Appl. 78(23): 33151-33167 (2019) - [c15]Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Incremental Discovery of Functional Dependencies with a Bit-vector Algorithm. SEBD 2019 - [e1]Ebad Banissi, Anna Ursyn, Mark W. McK. Bannatyne, Nuno Datia, Rita Francese, Muhammad Sarfraz, Theodor G. Wyeld, Fatma Bouali, Gilles Venturini, Hanane Azzag, Mustapha Lebbah, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Sebastian Kernbach, Loredana Caruccio, Michele Risi, Ugo Erra, Autilia Vitiello, Veronica Rossano:
23rd International Conference on Information Visualisation, IV 2019, Paris, France, July 2-5, 2019, Part I. IEEE 2019, ISBN 978-1-7281-2838-2 [contents] - 2018
- [c14]Loredana Caruccio, Domenico Desiato, Giuseppe Polese:
Fake Account Identification in Social Networks. IEEE BigData 2018: 5078-5085 - [c13]Loredana Caruccio, Giuseppe Polese, Genoveffa Tortora:
Dependency-Based Query/View Synchronization upon Schema Evolutions. ER Workshops 2018: 91-105 - [c12]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Dependency-based Query Result Approximation (Extended Abstract). SEBD 2018 - 2017
- [c11]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Learning Effective Query Management Strategies from Big Data. ICMLA 2017: 643-648 - [c10]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
A genetic algorithm to discover relaxed functional dependencies from data. SEBD 2017: 146 - [c9]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Evolutionary mining of relaxed dependencies from big data collections. WIMS 2017: 5:1-5:10 - 2016
- [j4]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Relaxed Functional Dependencies - A Survey of Approaches. IEEE Trans. Knowl. Data Eng. 28(1): 147-165 (2016) - [j3]Loredana Caruccio, Giuseppe Polese, Genoveffa Tortora:
Synchronization of Queries and Views Upon Schema Evolutions: A Survey. ACM Trans. Database Syst. 41(2): 9:1-9:41 (2016) - [c8]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
On the Discovery of Relaxed Functional Dependencies. IDEAS 2016: 53-61 - 2015
- [j2]Loredana Caruccio, Vincenzo Deufemia, Christopher D'Souza, Athula Ginige, Giuseppe Polese:
A Tool Supporting End-User Development of Access Control in Web Applications. Int. J. Softw. Eng. Knowl. Eng. 25(2): 307-332 (2015) - [j1]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Understanding user intent on the web through interaction mining. J. Vis. Lang. Comput. 31: 230-236 (2015) - [c7]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
An Interaction Mining Approach for Classifying User Intent on the Web. DMS 2015: 274-283 - [c6]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Automating Conceptual Schema Reconciliation through a DL-based Schema Matcher. SEBD 2015: 48-59 - 2014
- [c5]Loredana Caruccio, Vincenzo Deufemia, Mara Moscariello, Giuseppe Polese:
Data Integration by Conceptual Diagrams. DEXA (2) 2014: 310-317 - [c4]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
Visual data integration based on description logic reasoning. IDEAS 2014: 19-28 - [c3]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
A sketch-based conceptual level data integration methodology. IRI 2014: 741-748 - [c2]Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese:
High-level Modeling of Reconciled Data Schemas. SEBD 2014: 151-158 - [c1]Loredana Caruccio, Vincenzo Deufemia, Christopher D'Souza, Athula Ginige, Giuseppe Polese:
Supporting Access Control within a Mockup-based EUDWeb Environment. VINCI 2014: 88
Coauthor Index
aka: Genoveffa Tortora
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last updated on 2024-10-25 21:17 CEST by the dblp team
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