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Gianluca Zaza

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2020 – today

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2024
[c21]
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Gabriella Casalino, Giovanna Castellano, Daniele Di Mitri, Katarzyna Kaczmarek-Majer, Gianluca Zaza:
A Human-centric Approach to Explain Evolving Data: A Case Study on Education. EAIS 2024: 1-8
[c20]
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Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Pietro Giovanni Rizzo, Gianluca Zaza:
Explaining Predictions of Hypertension Disease through Anchors. EXPLIMED@ECAI 2024
[c19]
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Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio, Gianluca Zaza:
Integrating Graph Neural Networks and Fuzzy Logic to Enhance Deep Learning Interpretability. EXPLIMED@ECAI 2024
[c18]
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Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza:
Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets. FUZZ 2024: 1-8
[c17]
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Daniela Amendola, Teresa M. A. Basile, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza:
From Voxels to Insights: Exploring the Effectiveness and Transparency of Graph Neural Networks in Brain Tumor Segmentation. IJCNN 2024: 1-7
[c16]
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Gabriella Casalino, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza:
Advancing e-health with AI: Insights from our research experience in neuroimaging, acoustic signals, and vital parameter monitoring. Ital-IA 2024: 295-300
[c15]
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Giovanna Castellano, Maria Grazia Miccoli, Raffaele Scaringi, Gennaro Vessio, Gianluca Zaza:
Using LLMs to explain AI-generated art classification via Grad-CAM heatmaps. XAI.it@AI*IA 2024: 65-74
[e1]
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Gianluca Zaza, Gabriella Casalino, Giovanna Castellano:
Proceedings of the First Workshop on Explainable Artificial Intelligence for the Medical Domain (EXPLIMED 2024) co-located with 27th European Conference on Artificial Intelligence (ECAI 2024), Santiago de Compostela, Spain, October 20, 2024. CEUR Workshop Proceedings 3831, CEUR-WS.org 2024 [contents]
2023
[j3]
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Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
Evaluating the robustness of a contact-less mHealth solution for personal and remote monitoring of blood oxygen saturation. J. Ambient Intell. Humaniz. Comput. 14(7): 8871-8880 (2023)
[c14]
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Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
Interpretable Neuro-Fuzzy Models for Stress Prediction. EUSFLAT/AGOP 2023: 630-641
[c13]
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Gabriella Casalino, Giovanna Castellano, Pietro Ducange, Michela Fazzolari, Riccardo Pecori, Gianluca Zaza:
Leveraging Explainable AI Methods and Tools for Educational Data. HELMeTO 2023: 95-111
2022
[c12]
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Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
Explainable Fuzzy Models for Learning Analytics. ISDA (3) 2022: 394-403
[c11]
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Gabriella Casalino, Giovanna Castellano, Andrea Nisio, Vincenzo Pasquadibisceglie, Gianluca Zaza:
A mobile app for contactless measurement of vital signs through remote Photoplethysmography. SMC 2022: 2675-2680
2021
[c10]
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Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
Neuro-Fuzzy Systems for Learning Analytics. ISDA 2021: 1341-1350
[c9]
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Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
On the use of FIS inside a Telehealth system for cardiovascular risk monitoring. MED 2021: 173-178
[c8]
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Gabriella Casalino, Giovanna Castellano, Uzay Kaymak, Gianluca Zaza:
Balancing Accuracy and Interpretability through Neuro-Fuzzy Models for Cardiovascular Risk Assessment. SSCI 2021: 1-8
[c7]
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Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
Using an adaptive neuro-fuzzy inference system for the classification of hypertension. WILF 2021
[c6]
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Giovanna Castellano, Ciro Castiello, Andrea Montemurro, Gennaro Vessio, Gianluca Zaza:
Segmentation of remotely sensed images with a neuro-fuzzy inference system. WILF 2021
2020
[c5]
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Gabriella Casalino, Riccardo Grassi, Marco Iannotta, Vincenzo Pasquadibisceglie, Gianluca Zaza:
A Hierarchical Fuzzy System for Risk Assessment of Cardiovascular Disease. EAIS 2020: 1-7
[c4]
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  - conf/iscc/CasalinoCZ20
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Gabriella Casalino, Giovanna Castellano, Gianluca Zaza:
A mHealth solution for contact-less self-monitoring of blood oxygen saturation. ISCC 2020: 1-7

2010 – 2019

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2019
[j2]
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Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza:
Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules. Inf. 10(1): 9 (2019)
[c3]
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Gianluca Zaza:
Monitoring Cardiovascular Risk by Video Processing and Fuzzy Rules. DDC@AI*IA 2019: 119-124
[c2]
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  - conf/mobihealth/CasalinoCPZ19
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Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza:
Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process. MobiHealth 2019: 43-59
2018
[c1]
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Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza:
A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment. WILF 2018: 97-108
2017
[j1]
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  - journals/ijcisys/CastellanoCPZ17
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Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza:
FISDeT: Fuzzy Inference System Development Tool. Int. J. Comput. Intell. Syst. 10(1): 13-22 (2017)

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