Marco Agostino Deriu

22 papers Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
Explainable Emotion Recognition Using Xception-Based Feature Extraction and Supervised Machine Learning on the RAVDESS Dataset.
MeMeA
Syed Taimoor Hussain Shah, Syed Adil Hussain Shah, Konstantinos Panagiotopoulos, Janet Pigueiras-del-Real, Kainat Qayyum, Syed Baqir Hussain Shah, Andrea Buccoliero, Angelo di Terlizzi, Marco Agostino Deriu
2025 J jnl
Improving Biomedical Image Pattern Identification by Deep B4-GraftingNet: Application to Pneumonia Detection.
IET Image Process.
Syed Adil Hussain Shah, Syed Taimoor Hussain Shah, Abdul Muiz Fayyaz, Syed Baqir Hussain Shah, Mussarat Yasmin, Mudassar Raza, Angelo di Terlizzi, Marco Agostino Deriu
2024 J jnl
An innovative artificial intelligence-based method to compress complex models into explainable, model-agnostic and reduced decision support systems with application to healthcare (NEAR).
Artif. Intell. Medicine
Karim Kassem, Michela Sperti, Andrea Cavallo, Andrea Mario Vergani, Davide Fassino, Monica Moz, Alessandro Liscio, Riccardo Banali, Michael Dahlweid, Luciano Benetti, Francesco Bruno, Guglielmo Gallone, Ovidio De Filippo, Mario Iannaccone, Fabrizio D'Ascenzo, Gaetano Maria de Ferrari, Umberto Morbiducci, Emanuele Della Valle, Marco Agostino Deriu
2024 J jnl
Data-driven classification and explainable-AI in the field of lung imaging.
Frontiers Big Data
Syed Taimoor Hussain Shah, Syed Adil Hussain Shah, Iqra Iqbal Khan, Atif Imran, Syed Baqir Hussain Shah, Atif Mehmood, Shahzad Ahmad Qureshi, Mudassar Raza, Angelo di Terlizzi, Marco Cavaglià, Marco Agostino Deriu
2024 J jnl
Explainable AI-Based Skin Cancer Detection Using CNN, Particle Swarm Optimization and Machine Learning.
J. Imaging
Syed Adil Hussain Shah, Syed Taimoor Hussain Shah, Roa'a Khaled, Andrea Buccoliero, Syed Baqir Hussain Shah, Angelo di Terlizzi, Giacomo Di Benedetto, Marco Agostino Deriu
2024 J jnl
LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides.
CoRR
Gabriele Maroni, Filip Stojceski, Lorenzo Pallante, Marco Agostino Deriu, Dario Piga, Gianvito Grasso
2023 J jnl
Automated facial characterization and image retrieval by convolutional neural networks.
Frontiers Artif. Intell.
Syed Taimoor Hussain Shah, Syed Adil Hussain Shah, Shahzad Ahmad Qureshi, Angelo di Terlizzi, Marco Agostino Deriu
2023 J jnl
Dataset of Fluorescence Spectra and Chemical Parameters of Olive Oils.
CoRR
Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu
2023 J jnl
MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets.
Bioinform.
Konstantinos Panagiotopoulos, Aigli Korfiati, Konstantinos Theofilatos, Peter Hurwitz, Marco Agostino Deriu, Seferina Mavroudi
2023 — ed.
Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children - Computational Advancements (DETERMINED 2022), Ljubljana, Slovenia, August 26, 2022.
DETERMINED
Vida Groznik, Aleksander Sadikov, Umberto Michelucci, Marco Agostino Deriu
2022 — conf
A review on computational tools for analytical visualisation and molecular interactions of sncRNAs: prospects in NDDs.
DETERMINED
Konstantinos Panagiotopoulos, Lolia Ibanibo, Benedetta Perrone, Caterina Marchetti, Martina Tumsich, Giovanni Traetta, Konstantinos A. Theofilatos, Marco Agostino Deriu
2022 J jnl
In Silico Analysis of the Multi-Targeted Mode of Action of Ivermectin and Related Compounds.
Comput.
Maral Aminpour, Marco Cannariato, Jordane Preto, M. Ehsan Safaeeardebili, Alexia Moracchiato, Domiziano Doria, Francesca Donato, Eric Adriano Zizzi, Marco Agostino Deriu, David E. Scheim, Alessandro D. Santin, Jack Adam Tuszynski
2022 — conf
Intelligent system development to monitor the neonatal behaviour: A review.
DETERMINED
Syed Adil Hussain Shah, Angelo di Terlizzi, Marco Agostino Deriu
2022 — conf
Medical imaging and artificial intelligence to investigate neuro-cardiac pathologies and discover hidden relationships - a state of the art review.
DETERMINED
Syed Taimoor Hussain Shah, Veronika Calati, Alessandra Bizzarri, Marco Agostino Deriu
2022 J jnl
Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil.
CoRR
Francesca Venturini, Michela Sperti, Umberto Michelucci, Arnaud Gucciardi, Vanessa M. Martos, Marco Agostino Deriu
2022 J jnl
Taste Before Tasting: Development of a Virtual Tongue to Characterise the Organoleptic Profiles of Mediterranean Ingredients.
ERCIM News
Lorenzo Pallante, Athanasios P. Kalogeras, Marco Agostino Deriu
2022 — conf
The neurodevelopmental and mental health outcomes in children with single ventricle physiology and Fontan circulation: a state-ofthe-art review and future directions.
DETERMINED
Enrico Piccinelli, Gianfranco Butera, Mara Pilati, Micol Rebonato, Roberto Formigari, Marin Verrengia, Alberto Testa, Gianluigi Perri, Umberto Morbiducci, Marco Agostino Deriu, Lorenzo Galletti
2021 J jnl
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification.
Algorithms
Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu
2021 J jnl
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification.
CoRR
Umberto Michelucci, Michela Sperti, Dario Piga, Francesca Venturini, Marco Agostino Deriu
2021 J jnl
Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques.
CoRR
Francesca Venturini, Michela Sperti, Umberto Michelucci, Ivo Herzig, Michael Baumgartner, Josep Palau Caballero, Arturo Jimenez, Marco Agostino Deriu
2016 J jnl
Josephin Domain Structural Conformations Explored by Metadynamics in Essential Coordinates.
PLoS Comput. Biol.
Marco Agostino Deriu, Gianvito Grasso, Jack Adam Tuszynski, Diego Gallo, Umberto Morbiducci, Andrea Danani
2011 J jnl
Identification of a model of non-esterified fatty acids dynamics through genetic algorithms: The case of women with a history of gestational diabetes.
Comput. Biol. Medicine
Umberto Morbiducci, Giacomo Di Benedetto, Alexandra Kautzky-Willer, Marco Agostino Deriu, Giovanni Pacini, Andrea Tura