Dr. Romain Giot obtained his PhD from University of Caen under the supervision of Pr. Bernadette Dorizzi and Pr. Christophe Rosenberger for his works in keystroke dynamics. He is now associate professor at the University of Bordeaux and he belongs to the LABRI research lab. He is particularly interested in template update for biometric…

Albert Bifet is Associate Professor at Telecom ParisTech and Honorary Research Associate at the WEKA Machine Learning Group at University of Waikato. Previously he worked at Huawei Noah’s Ark Lab in Hong Kong, Yahoo Labs in Barcelona, University of Waikato and UPC BarcelonaTech. He is the author of a book…

Possui mestrado e Doutorado em Matemática com especialização em Computação Gráfica pelo IMPA (Instituto Nacional de Matemática Pura e Aplicada). No pós-doutorado trabalhou em Teoria dos Grafos e Computação Gráfica na COPPE/UFRJ. Também trabalhou como pós-doutorando por quatro anos no grupo de pesquisa em Interactive Reservoir Modeling, Visualization and Analytics…

Bruno Gonçalves is a Data Science fellow at NYU’s Center for Data Science while on leave from a tenured faculty position at Aix-Marseille Université. He has a strong expertise in using large scale datasets for the analysis of human behavior. Since 2008 he has been pursuing the use of Data…

Matthieu Cord is Full Professor at the Computer Science Department LIP6, at UPMC-Sorbonne University/Paris/France. In 2009, he was nominated at the IUF (French Research Institute) for a 5 years delegation position. He is currently CNRS scientific advisor for INS2I. His research interests include Computer Vision, Pattern Recognition and Machine Learning. He developed…

Eduardo Valle is professor at the Department of Computer Engineering and Industrial Automation — DCA of the School of Electrical and Computer Engineering — FEEC at the State University of Campinas — UNICAMP. He was also a faculty member of the RECOD Lab (REasoning for COmplex Data). He got a Ph.D in…

João Gama is Associate Professor of the Faculty of Economy, University of Porto. He is a researcher and vice-director of LIAAD, a group belonging to INESC TEC. He got the PhD degree from the University of Porto, in 2000. He has worked in several National and European projects on Incremental…

Alípio M. Jorge is an associate professor at the Department of Computer Science of the Faculty of Science of the University of Porto and the coordinator of LIAAD, the Artificial Intelligence and Decision Support Lab of UP. LIAAD is a unit of INESC TEC (Laboratório Associado) since 2007. Previously LIAAD was part of LIACC.…

Ministrante: Prof. Dr. João Manuel Portel da Gama – Universidade do Porto – Portugal; Resp.: Prof. Dr. Andre Carlos P.L. Ferreira de Carvalho e Prof. Dr. Rodrigo F. Mello Objetivos Apresentar os aspectos fundamentais e principais algoritmos de aprendizado de máquina, que investiga técnicas para desenvolver algoritmos capazes de aprender, ou melhorar…

Ministrantes: Prof. Dr. Rudinei Goularte e Prof. Dr. Marcelo Garcia Manzato Resp.: Prof. Dr. Rudinei Goularte e Prof. Dr. Marcelo Garcia Manzato Objetivos Apresentar os fundamentos da recuperação de informação tradicional e informação multimídia, aprofundando suas implicações em Big Data. Abordar questões relevantes a arquiteturas, metadados, análise textual e multimídia, busca textual…