Home Research
Image Credit Header image: Artwork by Professor Lubaina Himid, CBE. Photo: @Denise Swanson
Cabrera Martin, Ignacio, Trovati, Marcello
ORCID: 0000-0001-6607-422X, Baimagambetov, Almas and Polatidis, Nikolaos
(2026)
Cluster-specific localized drift detection for efficient batch model adaptation under controlled distribution shift.
Expert Systems with Applications, 331
(Part D).
p. 133370.
ISSN 0957-4174
Harris, Sheetal, Thong Ta, Vinh, Trovati, Marcello
ORCID: 0000-0001-6607-422X, Nakhla, Ghada, Latif, Faiza and Korkontzelos, Ioannis
(2026)
Multimodal misinformation detection across diverse languages using RAG and LLMs.
Journal of Intelligent Information Systems, 64
.
pp. 1719-1746.
ISSN 0925-9902
Polatidis, Nikolaos, Trovati, Marcello
ORCID: 0000-0001-6607-422X, Baimagambetov, Almas, Kehagias, Dionysios, Sarigiannidis, Panagiotis and Manolopoulos, Yannis
(2026)
Datasets for recommender systems: A survey and comparative overview.
Journal of Intelligent Information Systems
.
ISSN 0925-9902
Bakaki, Paul, Belyk, Michel, Trovati, Marcello
ORCID: 0000-0001-6607-422X and Bessis, Nik
(2026)
An Enhanced FAIRed and eXplainable (eFAIR-X) AI Model and Dashboard for Open, Interdisciplinary Computational Research Reproducibility.
Sci, 8
(6).
p. 124.
Chen, Anran, Smirnova, Anna, Chen, Fei, Madu, Rhoda, Liverpool, Shaun, Khadjesari, Zarnie, Pereira, Ella, Trovati, Marcello
ORCID: 0000-0001-6607-422X and Karkou, Vicky
(2026)
The digital platform assessment matrix: developing a framework for evaluating digital platforms and systems for children and young people’s mental health support.
Mental Health and Digital Technologies, 3
(2).
pp. 251-272.
ISSN 2976-8756
Porcelli, Lorenzo, Trovati, Marcello
ORCID: 0000-0001-6607-422X and Palmieri, Francesco
(2025)
Real-time anomaly detection in seasonal time series with conditional variational autoencoder.
Applied Soft Computing, 184
(Part A).
p. 113761.
ISSN 1568-4946
Mushtaq, Sameer, Trovati, Marcello
ORCID: 0000-0001-6607-422X and Bessis, Nik
(2025)
Explainable AI–Based Semantic Retrieval from an Expert-Curated Oncology Knowledge Graph for Clinical Decision Support.
Future Internet, 17
(10).
p. 471.
James, Antony, Trovati, Marcello
ORCID: 0000-0001-6607-422X and Bolton, Simon
(2025)
Retrieval-Augmented Generation to Generate Knowledge Assets and Creation of Action Drivers.
Applied Sciences, 15
(11).
p. 6247.
Farsimadan, Eslam
ORCID: 0000-0002-5455-7205, Moradi, Leila
ORCID: 0000-0002-1545-8263, Trovati, Marcello
ORCID: 0000-0001-6607-422X and Palmieri, Francesco
ORCID: 0000-0003-1760-5527
(2026)
A Fractional Epidemic Model for Multi-malware Attacks in Wireless Sensor Networks.
In:
Computational Science and Its Applications – ICCSA 2026 Workshops: Braga, Portugal, June 30 – July 3, 2026, Proceedings, Part III.
Springer, pp. 379-397.
ISBN 978-3-032-30520-6
Moradi, Leila
ORCID: 0000-0002-1545-8263, Farsimadan, Eslam
ORCID: 0000-0002-5455-7205, Trovati, Marcello
ORCID: 0000-0001-6607-422X and Palmieri, Francesco
ORCID: 0000-0003-1760-5527
(2026)
Sensitivity Analysis of the Multi Malware Attacks Model in Wireless Sensor Networks.
In:
Computational Science and Its Applications – ICCSA 2026 Workshops: Braga, Portugal, June 30 – July 3, 2026, Proceedings, Part III.
Springer, pp. 398-414.
ISBN 978-3-032-30520-6