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个人简介
Postdoctoral Research Fellow (FAPESP) at the Institute of Computing University of Campinas – UNICAMP, research collaborator at the Brazilian National Institute of Space Research (INPE) in Brazil and the Center for Complex Networks and Systems Research (CNEtS) at Inidiana University, USA. He has experience in Artificial Intelligence and Machine learning applied to Big Data systems for high-scalability. He holds a B.Sc degree in Computer and Systems Engineer from Universidad Nacional de Colombia and received his Masters and Ph.D. in Computer Science and Computational Mathematics from Universidade de São Paulo, Brazil. He was a visiting researcher at Northeastern University, USA, under the supervision of Dr. Albert-Lázló Barabási; at Universidad de la Plata, Argentina, working with Dr. Federico Vazquez; and at the Humboldt University of Berlin, Germany, in an international project led by Dr. Jürgens Kurths. He has participated in projects applied to industry and society, employing Computational Intelligence and Machine Learning methods for Big Data analysis, proposing scalable solutions with distributed, parallel, and cloud computing systems. His research experience includes the study of Ubiquitous Computing, User-Computer Interaction (HCI) and multimodal interfaces for the development of intelligent systems. He also worked on research related to Network Sciences and their dynamical processes, such as the spreading of epidemics, rumors, or opinions on social networks. Currently, his fields of interest encompass Machine Learning based on graphs in the modeling of Climate systems for disaster risk reduction and management and social networks analysis.
研究兴趣
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IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMSno. 1 (2024): 1506-1516
38TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2023pp.1122-1129, (2023)
2023 IEEE Latin American Conference on Computational Intelligence (LA-CCI)pp.1-6, (2023)
38TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2023pp.499-506, (2023)
SSRN Electronic Journal (2022)
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