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Noé Salomón Hernández S.
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I obtained a bachelor's degree in Computer Science in 2012, followed by a master's and a PhD degree in the same discipline in 2014 and 2026, respectively. Since January, 2015, I work as a research assistant for the Department of Computer Science at IIMAS, UNAM. My main research interests are Artificial Intelligence, Entropic Associative Memory, Machine Learning, Knowledge Representation, and Service Robots, such as Golem.
I also enjoy being a lecturer at School of Sciences, where I was a teaching assistant from 2010 to 2011, and then became a lecturer in 2012. A list of the courses I have taught can be found here.
Publications
- N. Hernández, R. Morales, and L. A. Pineda. Remembering CIFAR-10 images with the entropic associative memory. In: Pattern Recognition, vol. 172, pp. 112639, 2026. DOI: 10.1016/j.patcog.2025.112639
- R. Morales, N. Hernández, R. Cruz, V. D. Cruz, and L. A. Pineda. Entropic associative memory for manuscript symbols. In: PLoS ONE 17(8):e0272386, 2022. DOI: 10.1371/journal.pone.0272386
- L. A. Pineda, N. Hernández, A. Rodríguez, R. Cruz, and G. Fuentes. Deliberative and Conceptual Inference in Service Robots. In: Applied Sciences, vol. 11, no. 4, 2021. DOI: 10.3390/app11041523
- L. A. Pineda, N. Hernández, I. Torres, G. Fuentes, and N. Pineda De Avila. Practical non-monotonic knowledge-base system for un-regimented domains: A Case-study in digital humanities. In: Information Processing & Management, vol. 57, no. 3, 2020. DOI: 10.1016/j.ipm.2020.102214
- I. Torres, N. Hernández, A. Rodríguez, G. Fuentes, and L. A. Pineda. Reasoning with preferences in service robots. In: Journal of Intelligent & Fuzzy Systems, vol. 36, no. 5, pp. 5105-5114, 2019. DOI: 10.3233/JIFS-179055
- L. A. Pineda, A. Rodríguez, G. Fuentes, N. Hernández, M. Reyes, C. Rascón, R. Cruz, I. Vélez, and H. Ortega. Opportunistic inference and emotion in service robots. In: Journal of Intelligent & Fuzzy Systems, vol. 34, no. 5, pp. 3301-3311, 2018. DOI: 10.3233/JIFS-169512
- M. E. Caballero, N. S. Hernández, V. M. Rivero, G. U. Bravo, and C. Velarde. Cadenas de Markov: Un enfoque elemental. Aportaciones Matemáticas. Textos. January 2017.
- N. Hernández, K. Eder, E. Magid, J. Savage, and D. A. Rosenblueth. Marimba: A tool for verifying properties of hidden Markov models. In: Finkbeiner, B., Pu, G., Zhang, L. (eds.) ATVA 2015. LNCS, vol. 9364, pp. 201-206. Springer, Heidelberg (2015). DOI: 10.1007/978-3-319-24953-7_14
- N. Hernández. Model checking based on the hidden Markov model and its application to human-robot interaction. Master's thesis, Universidad Nacional Autónoma de México, México (2014).
- N. Hernández. El contenido computacional de la lógica clásica a través de los cálculos λC y λμ con tipos. Thesis (in Spanish) to obtain the degree of Bachelor of Science. Universidad Nacional Autónoma de México, México (2012).
Students
- Javier Diego-Fernández Chaparro-Plata, with the thesis (in Spanish) Implementación de un verificador de modelos CTL simbólico en Haskell, graduated as Computer Engineer. Faculty of Engineering, Universidad Nacional Autónoma de México (2019).
Conferences
- Attendant to the VII Latin-American Algorithms, Graphs, and Optimization Symposium (LAGOS 2013). April 22-26, 2013.
- Speaker at the XLIV Congreso de la Sociedad Matemática Mexicana. Talk title: Operadores de control y su relación con la lógica clásica a través de los cálculos lambda-C y lambda-mu con tipos. October 9 - 14, 2011.
Contact information
Email:
Address:
Department of Computer Science,
Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas,
Universidad Nacional Autónoma de México,
Circuito Escolar,
Ciudad Universitaria,
04510, Ciudad de México,
México.
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