Gianluca Zaza

31 papers B 3C 2Journal 6Unranked 19
YearRankTypeTitle / Venue / Authors
2025 — conf
Enhancing Non-Negative Matrix Factorization Interpretability with Fuzzy Representations.
FUZZ
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2025 B conf
Enhancing the Explainability of Neuro-Fuzzy Systems with Large Language Models: A Case Study on EEG-Based Epileptic Seizure Classification.
IJCNN
Gabriella Casalino, Giovanna Castellano, Alberto G. Valerio, Gennaro Vessio, Gianluca Zaza
2025 J jnl
Estimating blood pressure using video-based PPG and deep learning.
Image Vis. Comput.
Gianluca Zaza, Gabriella Casalino, Sergio Caputo, Giovanna Castellano
2025 J jnl
Evolving fuzzy classification for human-centered explainable learning analytics in virtual environments.
Evol. Syst.
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Daniele Schicchi, Davide Taibi, Gianluca Zaza
2025 J jnl
Improving a Mirror-based Healthcare System for Real-time Estimation of Vital Parameters.
Inf. Syst. Frontiers
Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
2024 — conf
A Human-centric Approach to Explain Evolving Data: A Case Study on Education.
EAIS
Gabriella Casalino, Giovanna Castellano, Daniele Di Mitri, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2024 — conf
Advancing e-health with AI: Insights from our research experience in neuroimaging, acoustic signals, and vital parameter monitoring.
Ital-IA
Gabriella Casalino, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza
2024 — conf
Does Time Matter in Analyzing Educational Data? - A New Dataset for Streaming Learning Analytics.
AIxEDU@AI*IA
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2024 — conf
Explaining Predictions of Hypertension Disease through Anchors.
EXPLIMED@ECAI
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Pietro Giovanni Rizzo, Gianluca Zaza
2024 B conf
From Voxels to Insights: Exploring the Effectiveness and Transparency of Graph Neural Networks in Brain Tumor Segmentation.
IJCNN
Daniela Amendola, Teresa M. A. Basile, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza
2024 — conf
Integrating Graph Neural Networks and Fuzzy Logic to Enhance Deep Learning Interpretability.
EXPLIMED@ECAI
Giovanna Castellano, Raffaele Scaringi, Gennaro Vessio, Gianluca Zaza
2024 — ed.
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.
EXPLIMED@ECAI
Gianluca Zaza, Gabriella Casalino, Giovanna Castellano
2024 — conf
Prototype-Based Explanations to Improve Understanding of Unsupervised Datasets.
FUZZ
Gabriella Casalino, Giovanna Castellano, Katarzyna Kaczmarek-Majer, Gianluca Zaza
2024 — conf
Using LLMs to explain AI-generated art classification via Grad-CAM heatmaps.
XAI.it@AI*IA
Giovanna Castellano, Maria Grazia Miccoli, Raffaele Scaringi, Gennaro Vessio, Gianluca Zaza
2023 J jnl
Evaluating the robustness of a contact-less mHealth solution for personal and remote monitoring of blood oxygen saturation.
J. Ambient Intell. Humaniz. Comput.
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2023 — conf
Interpretable Neuro-Fuzzy Models for Stress Prediction.
EUSFLAT/AGOP
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2023 — conf
Leveraging Explainable AI Methods and Tools for Educational Data.
HELMeTO
Gabriella Casalino, Giovanna Castellano, Pietro Ducange, Michela Fazzolari, Riccardo Pecori, Gianluca Zaza
2022 B conf
A mobile app for contactless measurement of vital signs through remote Photoplethysmography.
SMC
Gabriella Casalino, Giovanna Castellano, Andrea Nisio, Vincenzo Pasquadibisceglie, Gianluca Zaza
2022 — conf
Explainable Fuzzy Models for Learning Analytics.
ISDA (3)
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2021 — conf
Balancing Accuracy and Interpretability through Neuro-Fuzzy Models for Cardiovascular Risk Assessment.
SSCI
Gabriella Casalino, Giovanna Castellano, Uzay Kaymak, Gianluca Zaza
2021 C conf
Neuro-Fuzzy Systems for Learning Analytics.
ISDA
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2021 — conf
On the use of FIS inside a Telehealth system for cardiovascular risk monitoring.
MED
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2021 — conf
Segmentation of remotely sensed images with a neuro-fuzzy inference system.
WILF
Giovanna Castellano, Ciro Castiello, Andrea Montemurro, Gennaro Vessio, Gianluca Zaza
2021 — conf
Using an adaptive neuro-fuzzy inference system for the classification of hypertension.
WILF
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2020 — conf
A Hierarchical Fuzzy System for Risk Assessment of Cardiovascular Disease.
EAIS
Gabriella Casalino, Riccardo Grassi, Marco Iannotta, Vincenzo Pasquadibisceglie, Gianluca Zaza
2020 C conf
A mHealth solution for contact-less self-monitoring of blood oxygen saturation.
ISCC
Gabriella Casalino, Giovanna Castellano, Gianluca Zaza
2019 J jnl
Contact-Less Real-Time Monitoring of Cardiovascular Risk Using Video Imaging and Fuzzy Inference Rules.
Inf.
Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
2019 — conf
Evaluating End-User Perception Towards a Cardiac Self-care Monitoring Process.
MobiHealth
Gabriella Casalino, Giovanna Castellano, Vincenzo Pasquadibisceglie, Gianluca Zaza
2019 — conf
Monitoring Cardiovascular Risk by Video Processing and Fuzzy Rules.
DDC@AI*IA
Gianluca Zaza
2018 — conf
A Fuzzy Rule-Based Decision Support System for Cardiovascular Risk Assessment.
WILF
Gabriella Casalino, Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza
2017 J jnl
FISDeT: Fuzzy Inference System Development Tool.
Int. J. Comput. Intell. Syst.
Giovanna Castellano, Ciro Castiello, Vincenzo Pasquadibisceglie, Gianluca Zaza