3 citations · 3 across the 1 of their papers we have counts for
3 papers
Combining SHAP and Causal Analysis for Interpretable Fault Detection in Industrial Processes
Pedro Cortes dos Santos, Matheus Becali Rocha, Renato A Krohling
Industrial processes generate complex data that challenge fault detection systems, often yielding opaque or underwhelming results despite advanced machine learning techniques. This…
Enhancing Diagnostic Accuracy for Urinary Tract Disease through Explainable SHAP-Guided Feature Selection and Classification
Filipe Ferreira de Oliveira, Matheus Becali Rocha, Renato A. Krohling
In this paper, we propose an approach to support the diagnosis of urinary tract diseases, with a focus on bladder cancer, using SHAP (SHapley Additive exPlanations)-based feature s…
Skin cancer diagnosis using NIR spectroscopy data of skin lesions in vivo using machine learning algorithms
Flavio P. Loss, Pedro H. da Cunha, Matheus B. Rocha +12
Skin lesions are classified in benign or malignant. Among the malignant, melanoma is a very aggressive cancer and the major cause of deaths. So, early diagnosis of skin cancer is v…