Undergraduate student pursuing to become a Bachelor of Information Systems at Institute of Mathematics and Computer Science (ICMC), at the University of São Paulo (USP), Brazil. Currently undertaking a scientific research project at the Laboratory of Computational Intelligence (LABIC), ICMC-USP, approaching spatio-temporal features extraction for microbial images classification. (Source: Lattes Curriculum)
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Many challenges faced in data mining and knowledge discovery are related to data classification. This task has been explored in various applications, such as microorganism identification based on image analysis of cultures grown in Petri dishes. Studies on this topic have demonstrated considerable predictive performance, with error rates below 15% for image collections containing more tha…
Deep learning is an artificial neural network-based machine learning technique that has been successfully employed in many applications, including image analysis, speech recognition, and text comprehension. It consists of multi-level layers, many capable of concurrently running processes with high-level features defined and automatically extracted from low-level ones. A major challenge in…
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