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Dr. Jesús Emeterio Navarro-Barrientos
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Research interests:
- Data Mining: Knowledge discovery, text-mining, information retrieval and probabilistic graphical models
- Econophysics: distribution of wealth, investment strategies and mechanisms for coalition formation
- Machine Learning: genetic algorithms, evolutionary strategies, reinforcement learning and neural networks
- Modeling and Simulation: dynamical systems for weight change behavioral interventions, agent-based computational models and intelligent systems
Education:
- Ph.D. in Computer Science (2008), Humboldt Universität zu Berlin, Dissertation: Adaptive Investment Strategies for Different Scenarios
- Master of Science in Computer Science (2001), Centro de Investigación en Matemáticas, Mexico, Thesis: Generalized and Classical Graphical Models for Binary Data with Application to Internet Log-files
- Bachelor of Science in Computer Engineering (1999), Instituto Politécnico Nacional, Mexico, Thesis: A Programming Language to Specify Stochastic Petri Nets
Experience:
- Postdoctoral research associate (11/2008-05/2011), School of Mathematical and Statistical Sciences/ Control Systems Engineering Laboratory, Arizona State University
- Software developer (part-time, 12/2007-09/2008), text & form GmbH, Berlin, Germany
- Software developer (part-time, 10/2006-09/2007), acrolinx GmbH, Berlin, Germany
Selected Publications:
- Jesús Emeterio Navarro-Barrientos, Formation of Common Investment Networks by Project Establishment between Agents in J. Salerno, S. Yang, D. Nau and S.-K. Chai (Eds.): Social Computing and Behavioral-Cultural Modeling and Prediction - SBP 2011, LNCS 6589, Springer (2011) pp.172-179
- J.-Emeterio Navarro-Barrientos, Daniel E. Rivera and Linda M. Collins, A dynamical systems model for describing behavioural interventions for weight loss and body composition change, Journal of Mathematical and Computer Modelling of Dynamical Systems, Vol. 17 Issue 2 (2011), pp.183-203
- Johan Van Horebeek and Jesús Emeterio Navarro-Barrientos, Interaction Graphs for Multivariate Binary Data, in A. Kuri-Morales and G.R Simari (Eds): Advances in Artificial Intelligence - IBERAMIA 2010, LNAI 6433, Springer (2010) pp. 433-442
- J.-Emeterio Navarro-Barrientos, Daniel E. Rivera and Linda M. Collins, A dynamical systems model for understanding behavioral interventions for weight loss, in S.-K. Chai, J.J. Salerno, and P.L. Mabry (Eds.): Advances in Social Computing, LNCS 6007 Springer, (2010) pp. 170-179
- J.-Emeterio Navarro-Barrientos, Adaptive Investment Strategies For Periodic Environments, Advances in Complex Systems, Vol. 11, No. 5 (2008) pp. 761-787
- J. Emeterio Navarro-Barrientos, Frank E. Walter and Frank Schweitzer, Risk-Seeking versus Risk-Avoiding Investments in Noisy Periodic Environments, International Journal of Modern Physics C vol. 19, no. 6 (2008) pp. 971-994
- Jesús Emeterio Navarro-Barrientos, Ruben Cantero, João Rodrigues and Frank Schweitzer, Investments in Random Environments, Physica A: Statistical Mechanics and its Applications, Vol. 387, Issues 8-9 (2008) pp. 2035-2046
© GFaI 1994-2010 Kontakt: Dr.
H.-M. Voigt
