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Antonella Guzzo

university of calabria

22H-index
135Paper Count
3.4KCitation Count
Published Papers 31
Publication Date
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EA-AQF: energy aware adaptive quantization and freezing in federated learning
errCluster Computing-The Journal of Networks Software Tools and Applications
IF4.1
err2026-08-25
err0
errOAAI
errFarwa Ikram; Sadi Alawadi; Dipanwita Thakur; Antonella Guzzo; Giancarlo Fortino
errShare
errSave
Towards robust neurocomputing model in efficient federated brain tumour segmentation with sparsification and weights clustering
errNeurocomputing
IF6.5
err2026-02-24
err0
errOAAI
errAsaf Raza; Ciro Benito Raggio; Antonella Guzzo; Maria Francesca Spadea; Giancarlo Fortino
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errSave
Secure Supply Chain Provenance via PUF-Anchored NFTs and 6G Edge Networks
errIEEE Wireless Communications
IF11.5
err2026-01-01
err0
errOAAI
errFiza Siyal; Antonella Guzzo; Fahed Alkhabbas; Domenico Sacca; Giancarlo Fortino
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errSave
Artificial intelligence in optimizing nephrology outpatient managment: result of a pilot study
errNephrology Dialysis Transplantation
IF5.6
err2025-10-01
err0
PREAI
errGreco, Rosita; Papalia, Teresa; Provenzano, Michele; Iorio, Fiorella; Summaria, Chiara; Guzzo, Antonella; Zaza, Gianluigi
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errSave
Intelligent Adaptive Real-Time Monitoring and Recognition System for Human Activities
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-11-01
err1
PREAI
errThakur, Dipanwita; Guzzo, Antonella; Fortino, Giancarlo
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errSave
Hardware-algorithm co-design of Energy Efficient Federated Learning in Quantized Neural Network
errINTERNET OF THINGS
IF7.6
err2024-07-01
err2
errOAAI
errThakur, Dipanwita; Guzzo, Antonella; Fortino, Giancarlo
errShare
errSave
The G Protein Estrogen Receptor (GPER) is involved in the resistance to the CDK4/6 inhibitor palbociclib in breast cancer
errJOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH
IF12.8
err2024-06-18
err1
errOAAI
errTalia, Marianna; Cirillo, Francesca; Scordamaglia, Domenica; Di Dio, Marika; Zicarelli, Azzurra; De Rosis, Salvatore; Miglietta, Anna Maria; Capalbo, Carlo; De Francesco, Ernestina Marianna; Belfiore, Antonino; Grande, Fedora; Rizzuti, Bruno; Occhiuzzi, Maria Antonietta; Fortino, Giancarlo; Guzzo, Antonella; Greco, Gianluigi; Maggiolini, Marcello; Lappano, Rosamaria
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errSave
Model aggregation techniques in federated learning: A comprehensive survey
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-01-01
err71
errOAAI
errQi, Pian; Chiaro, Diletta; Guzzo, Antonella; Ianni, Michele; Fortino, Giancarlo; Piccialli, Francesco
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errSave
Role of genetic investigation in the diagnosis of short stature in a cohort of Italian children
errJOURNAL OF ENDOCRINOLOGICAL INVESTIGATION
IF3.5
err2023-12-12
err0
PREAI
errCavarzere, P.; Pietrobelli, A.; Gandini, A.; Munari, S.; Baffico, A. M.; Maffei, M.; Gaudino, R.; Guzzo, A.; Arrigoni, M.; Coviello, D.; Piacentini, G.; Antoniazzi, F.
errShare
errSave
Data and model aggregation for radiomics applications: Emerging trend and open challenges
errINFORMATION FUSION
IF15.5
err2023-12-01
err5
PREAI
errGuzzo, Antonella; Fortino, Giancarlo; Greco, Gianluigi; Maggiolini, Marcello
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errSave
Causal knowledge fusion for 3D cross-modality cardiac image segmentation
errINFORMATION FUSION
IF15.5
err2023-11-01
err27
PREAI
errGuo, Saidi; Liu, Xiujian; Zhang, Heye; Lin, Qixin; Xu, Lei; Shi, Changzheng; Gao, Zhifan; Guzzo, Antonella; Fortino, Giancarlo
errShare
errSave
Attention-Based Multihead Deep Learning Framework for Online Activity Monitoring With Smartwatch Sensors
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2023-10-15
err11
errOAAI
errThakur, Dipanwita; Guzzo, Antonella; Fortino, Giancarlo
errShare
errSave
DKSM: A Decentralized Kerberos Secure Service-Management Protocol for Internet of Things
errINTERNET OF THINGS
IF7.6
err2023-10-01
err3
PREAI
errChen, Jiahui; Xiao, Hang; Zheng, Yushan; Hassan, Mohammad Mehedi; Ianni, Michele; Guzzo, Antonella; Fortino, Giancarlo
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errSave
A Novel Homomorphic Encryption and Consortium Blockchain-Based Hybrid Deep Learning Model for Industrial Internet of Medical Things
errIEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
IF7.9
err2023-09-01
err18
PREAI
errAli, Aitizaz; Pasha, Muhammad Fermi; Guerrieri, Antonio; Guzzo, Antonella; Sun, Xiaobing; Saeed, Aamir; Hussain, Amir; Fortino, Giancarlo
errShare
errSave
Survival prediction of heart failure patients using motion-based analysis method
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2023-06-01
err12
PREAI
errGuo, Saidi; Zhang, Heye; Gao, Yifeng; Wang, Hui; Xu, Lei; Gao, Zhifan; Guzzo, Antonella; Fortino, Giancarlo
errShare
errSave
Machine learning combined with Deep learning approach to forecast the onset of major cardiovascular events in NAFLD asymptomatic patients
errDIGESTIVE AND LIVER DISEASE
IF3.8
err2022-10-01
err0
PREAI
errCirella, A.; Sinatti, G.; Bracci, A.; Evangelista, L.; Bruno, P.; Santini, S. J.; Greco, G.; Guzzo, A.; Di Cesare, E.; Balsano, C.
errShare
errSave
Process mining applications in the healthcare domain: A comprehensive review
errWILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERY
IF11.7
err2021-12-28
err21
PREAI
errGuzzo, Antonella; Rullo, Antonino; Vocaturo, Eugenio
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errSave
Predicting activities of daily living via temporal point processes: Approaches and experimental results
errCOMPUTERS & ELECTRICAL ENGINEERING
IF4.9
err2021-12-01
err19
PREAI
errFortino, Giancarlo; Guzzo, Antonella; Ianni, Michele; Leotta, Francesco; Mecella, Massimo
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errSave
A multi-perspective approach for the analysis of complex business processes behavior
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-09-01
err13
PREAI
errGuzzo, Antonella; Joaristi, Mikel; Rullo, Antonino; Serra, Edoardo
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errSave
Modeling and efficiently detecting security-critical sequences of actions
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2020-12-01
err7
PREAI
errGuzzo, Antonella; Ianni, Michele; Pugliese, Andrea; Sacca, Domenico
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Amir Hussain
H-index: 81 · Papers: 1.2K
G
Giancarlo Fortino
H-index: 80 · Papers: 934
N
Nicola Normanno
H-index: 76 · Papers: 615
A
Angelo Pietrobelli
H-index: 70 · Papers: 396
M
Mohammad Mehedi Hassan
H-index: 70 · Papers: 535
View more