Projetos em desenvolvimento (2017)

Análise de dados, TI e estratégia 

• Análise de balanços energéticos estaduais
• Estratégia, TI e qualidade de serviços
• Gestão do conhecimento em instituições de educação de nível superior

Past projects 

Pattern recognition, image and signal processing

• Content based image retrieval using tree-structured self-organizing maps (2006-2009)
• Fault and state monitoring of electrical machines using intelligent systems (2006-2008)
• Parallel self-organizing maps with application clustering privacy and distributed data (2006-2009)
• Visualization of high dimensional data – a comparative approach of scaling and projection methods (2007-2010)

Data mining and Business intelligence

• Improvements on data clustering and visualization using self-organizing maps

• (Data) Clustering ensembles

• Business performance evaluation using scorecards and strategic maps – Critical viewpoints and new developments using BI
• Multivariate estimation models applied to performance evaluation of telecommunications networks services and corporate business