CV Lattes
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Universidade de São Paulo (USP). Escola de Artes, Ciências e Humanidades (EACH) (Institutional affiliation from the last research proposal) Birthplace: Peru
PhD in Information Systems at the School of Sciences, Arts and Humanities of the University of São Paulo (EACH-USP). Master in the same program at USP in 2015. Graduated in Computer Engineering - Universidad Nacional San Antonio Abad del Cusco (2011). She has experience in the industry as a software engineer, data scientist, and creating information technology projects. She is post doctorate in the area of interpretability in machine learning for business process mining. (Source: Lattes Curriculum)
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The combination of Business Process Management (BPM) and data mining has established a research field known as process mining. The goal of process mining is to extract knowledge about data obtained from the work carried out at different stages of the BPM life-cycle. Process mining seeks to improve business processes by discovering links between variables and behavioral patterns. The data …
Mining process is a relatively new research area that lies between data mining and machine learning, on one hand, and business process modeling and analysis, on the other hand. The mining process aims at discovering, monitoring and improving business processes by extracting real knowledge from event logs available in process-oriented information systems. The main objective of this master'…
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