Tommaso Ruga

According to our database, Tommaso Ruga authored at least 21 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Reasoning on the gap between synthetic and authentic diversity: The limits of computational solutions to representation bias.

Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese

J. Comput. Sci., 2026

From underrepresentation to evidence: Pipsqueak dataset and explainable analysis of skin tone bias in melanoma detection.

Tommaso Ruga, Ester Zumpano, Maira Aracne, Luciano Caroprese, Eugenio Vocaturo

J. Comput. Sci., 2026

MultiExCam: A multi approach and explainable artificial intelligence architecture for skin lesion classification.

Tommaso Ruga, Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano

Comput. Methods Programs Biomed., 2026

Interpretable AI for Skin Screening: MultiExCam for Melanoma, Basal Cell Carcinoma and Benign Nevi Classification.

Maira Aracne, Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano

Proceedings of the Workshops of the EDBT/ICDT 2026 Joint Conference co-located with the EDBT/ICDT 2025 Joint Conference, 2026

2025

A Review on AI Approaches in Elderly fall Monitoring Systems: Taxonomies, Challenges, and Open Issues.

Shahab S. Band, Meghdad Biyari, Chung-Chian Hsu, Tommaso Ruga, Ester Zumpano, Luciano Caroprese, Eugenio Vocaturo, Iman Dehzangi, Bharat S. Rawal, Huey-Wen Liang

Cogn. Comput., December, 2025

BrAInVision: A hybrid explainable Artificial Intelligence framework for brain MRI analysis.

Marco Gagliardi, Danilo Maurmo, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano

Image Vis. Comput., 2025

Bias in Dermatological Datasets: A Critical Analysis of the Underrepresentation of Dark Skin Tones in Melanoma Classification Images.

Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese, Caterina Arlia

Proceedings of the Computational Science - ICCS 2025 Workshops, 2025

Comparing Deep Learning Approaches for Weather Forecasting: Insights from the PRECEDE Project.

Maira Aracne, Tommaso Ruga, Camilla Lops, Deborah Federico, Luciano Caroprese, Ester Zumpano, Sergio Montelpare, Mariano Pierantozzi, Francesco Dattola, Pasquale Iaquinta, Miriam Iusi, Raffaele Greco, Marco Talerico, Valentina Coscarella, Luca Legato, Ivana Pellegrino, Sonia Bergamaschi, Mirko Orsini, Riccardo Martoglia, Andrea Livaldi, Abeer Jelali, Simone Sbreglia

Proceedings of the Workshops of the EDBT/ICDT 2025 Joint Conference co-located with the EDBT/ICDT 2025 Joint Conference, 2025

A Conversational Agent for Rare Eye Disease Knowledge Support in Local Italian Healthcare Contexts: The ELENA Framework.

Tommaso Ruga, Luciano Caroprese, Eugenio Vocaturo, Ester Zumpano

Proceedings of the IEEE International Conference on Big Data, 2025

Towards an Integrated AI Pipeline for Disease Diagnosis and Quality Assessment in Coffee Production.

Geeta Rani, Vijaypal Singh Dhaka, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano

Proceedings of the IEEE International Conference on Big Data, 2025

AdaptiveGait: A Fair-by-Design Architecture for Gait-Aware Fall Detection in Smart Walkers.

Tommaso Ruga, Ester Zumpano, Luciano Caroprese, Eugenio Vocaturo

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Underrepresentation of Dark Skin Tone in Skin Lesion Datasets: The Role of the Explainable Techniques in Assessing the Bias.

Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo, Luciano Caroprese

Proceedings of the New Trends in Database and Information Systems, 2025

2024

Boosting Agricultural Diagnostics: Cassava Disease Detection with Transfer Learning and Explainable AI.

Danilo Maurmo, Marco Gagliardi, Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo

Proceedings of the IEEE International Conference on Big Data, 2024

AI Image-based Systems for Enhancing the Cultural Tourism Experience.

Fiorella Folino, Maria Francesca Foresta, Danilo Maurmo, Tommaso Ruga, Ester Zumpano, Eugenio Vocaturo

Proceedings of the IEEE International Conference on Big Data, 2024

PRECEDE: Climate and Energy Forecasts to Support Energy Communities with Deep Learning Models.

Francesco Dattola, Pasquale Iaquinta, Miriam Iusi, Deborah Federico, Raffaele Greco, Marco Talerico, Valentina Coscarella, Luca Legato, Ivana Pellegrino, Sonia Bergamaschi, Mirko Orsini, Riccardo Martoglia, Andrea Livaldi, Abeer Jelali, Simone Sbreglia, Tommaso Ruga, Ester Zumpano, Luciano Caroprese, Camilla Lops, Sergio Montelpare, Mariano Pierantozzi, Maira Aracne

Proceedings of the IEEE International Conference on Big Data, 2024

On the Role of LLM to Forecast the Next Pandemic.

Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Explainable Deep Learning for Chest X-Ray Classification.

Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

Classifying Chest X-Ray Images with Deep Learning Techniques: Challenges and Explainable Analysis.

Tommaso Ruga

Proceedings of the New Trends in Database and Information Systems, 2024

2023

Federated Learning Applications for Breast Cancer.

Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Revealing Brain Tumor with Federated Learning.

Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Lung Cancer Detection via Federated Learning.

Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, Ester Zumpano

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023