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View article: Automatic Correction of Labeling Errors Applied to Tomato Detection
Automatic Correction of Labeling Errors Applied to Tomato Detection Open
Accurate labeling is critical for training reliable deep learning models in agricultural applications. However, manual labeling is often error-prone, especially when performed by non-experts, and such errors (modeled as noise) can signific…
View article: Vertebral Column Pathology Diagnosis Using Ensemble Strategies Based on Supervised Machine Learning Techniques
Vertebral Column Pathology Diagnosis Using Ensemble Strategies Based on Supervised Machine Learning Techniques Open
One expanding area of bioinformatics is medical diagnosis through the categorization of biomedical characteristics. Automatic medical strategies to boost the diagnostic through machine learning (ML) methods are challenging. They require a …
View article: Comparing human and machine clustering for tomato ripening stage classification
Comparing human and machine clustering for tomato ripening stage classification Open
The classification of tomato ripening stages involves assigning a tomato to a category based on the visual indicators of its maturity. Indeed, the specific number of categories and their attributes are determined by the agricultural standa…
View article: Parkinson’s Disease Detection from Voice Recordings Using Associative Memories
Parkinson’s Disease Detection from Voice Recordings Using Associative Memories Open
Parkinson’s disease (PD) is a neurological condition that is chronic and worsens over time, which presents a challenging diagnosis. An accurate diagnosis is required to recognize PD patients from healthy individuals. Diagnosing PD at early…
View article: Coastal Sargassum Level Estimation from Smartphone Pictures
Coastal Sargassum Level Estimation from Smartphone Pictures Open
Since 2011, significant and atypical arrival of two species of surface dwelling algae, Sargassum natans and Sargassum Fluitans, have been detected in the Mexican Caribbean. This massive accumulation of algae has had a great environmental a…
View article: Data Stream Classification Based on the Gamma Classifier
Data Stream Classification Based on the Gamma Classifier Open
The ever increasing data generation confronts us with the problem of handling online massive amounts of information. One of the biggest challenges is how to extract valuable information from these massive continuous data streams during sin…