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ZUMPANO, ESTER

ZUMPANO, ESTER  

Istituto di Nanotecnologia - NANOTEC - Sede Secondaria Rende (CS)  

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Risultati 1 - 20 di 88 (tempo di esecuzione: 0.036 secondi).
Titolo Data di pubblicazione Autore(i) File
AI for Agriculture: Detecting Black Gram Diseases with Deep Learning and Explainable AI 1-gen-2026 Gagliardi, M.; Maurmo, D.; Ruga, T.; Vocaturo, E.; Zumpano, E.
Brain Tumor Detection via MRI: A Dual AI Approach for Accurate Classification 1-gen-2026 Maurmo, D.; Gagliardi, M.; Ruga, T.; Vocaturo, E.; Zumpano, E.
From underrepresentation to evidence: Pipsqueak dataset and explainable analysis of skin tone bias in melanoma detection 1-gen-2026 Ruga, T.; Zumpano, E.; Aracne, M.; Caroprese, L.; Vocaturo, E.
Interpretable AI for Skin Screening: MultiExCam for Melanoma, Basal Cell Carcinoma and Benign Nevi Classification 1-gen-2026 Aracne, M.; Caroprese, L.; Ruga, T.; Vocaturo, E.; Zumpano, E.
Reasoning on the gap between synthetic and authentic diversity: The limits of computational solutions to representation bias 1-gen-2026 Ruga, Tommaso; Zumpano, Ester; Vocaturo, Eugenio; Caroprese, Luciano
A Conversational Agent for Rare Eye Disease Knowledge Support in Local Italian Healthcare Contexts: The ELENA Framework 1-gen-2025 Ruga, Tommaso; Caroprese, Luciano; Vocaturo, Eugenio; Zumpano, Ester
A Review on AI Approaches in Elderly fall Monitoring Systems: Taxonomies, Challenges, and Open Issues 1-gen-2025 S. Band, S.; Biyari, M.; Hsu, C. C.; Ruga, T.; Zumpano, E.; Caroprese, L.; Vocaturo, E.; Dehzangi, I.; Rawal, B. S.; Liang, H. W.
AdaptiveGait: A Fair-by-Design Architecture for Gait-Aware Fall Detection in Smart Walkers 1-gen-2025 Ruga, Tommaso; Zumpano, Ester; Caroprese, Luciano; Vocaturo, Eugenio
Bias in Dermatological Datasets: A Critical Analysis of the Underrepresentation of Dark Skin Tones in Melanoma Classification Images 1-gen-2025 Ruga, Tommaso; Zumpano, Ester; Vocaturo, Eugenio; Caroprese, Luciano; Arlia, Caterina
Bias in Dermatological Datasets: A Critical Analysis of the Underrepresentation of Dark Skin Tones in Melanoma Classification Images 1-gen-2025 Ruga, T.; Zumpano, E.; Vocaturo, E.; Caroprese, L.; Arlia, C.
BrAInVision: A hybrid explainable Artificial Intelligence framework for brain MRI analysis 1-gen-2025 Gagliardi, Marco; Maurmo, Danilo; Ruga, Tommaso; Vocaturo, E.; Zumpano, E.
Explainable Artificial Intelligence for Parkinson’s Disease 1-gen-2025 Ruga, T.; Caroprese, L.; Vocaturo, E.; Zumpano, E.
Lightweight and hybrid transformer-based solution for quick and reliable deepfake detection 1-gen-2025 Rani, Geeta; Kothekar, Atharv; George Philip, Shawn; Singh Dhaka, Vijaypal; Zumpano, Ester; Vocaturo, Eugenio
Machine learning approach to gait analysis for Parkinson’s disease detection and severity classification 1-gen-2025 Mittal, R.; Agarwal, N.; Dubey, M.; Pathak, V.; Shukla, P.; Rani, G.; Vocaturo, E.; Zumpano, E.
MultiExCam: A multi approach and explainable artificial intelligence architecture for skin lesion classification 1-gen-2025 Ruga, Tommaso; Caroprese, Luciano; Vocaturo, Eugenio; Zumpano, Ester
Reconstructing Agricultural Environments: Smart Farm Development Through Metrology, AI and Remote Sensing 1-gen-2025 Gagliardi, Marco; Lamonaca, Francesco; Maurmo, Danilo; Ruga, Tommaso; Vocaturo, Eugenio; Zumpano, Ester
Towards an Integrated AI Pipeline for Disease Diagnosis and Quality Assessment in Coffee Production 1-gen-2025 Rani, Geeta; Dhaka, Vijaypal Singh; Ruga, Tommaso; Vocaturo, Eugenio; Zumpano, Ester
Underrepresentation of Dark Skin Tone in Skin Lesion Datasets: The Role of the Explainable Techniques in Assessing the Bias 1-gen-2025 Ruga, Tommaso; Zumpano, Ester; Vocaturo, Eugenio; Caroprese, Luciano
A comparative study of linear type multiple instance learning techniques for detecting COVID-19 by chest X-ray images 1-gen-2024 Avolio, Matteo; Fuduli, Antonio; Vocaturo, Eugenio; Zumpano, Ester
A survey of the recent trends in deep learning for literature based discovery in the biomedical domain 1-gen-2024 Cesario, E.; Comito, C.; Zumpano, E.