Publications

Peer-reviewed and refereed work

Publications

Peer-Reviewed Publications

  1. P. Medina and R. Karkare (2026). Integrating Product Coefficients for Improved 3D LiDAR Data Classification (Part II). Accepted for presentation at the 10th International Conference on Data Management, Analytics and Innovation (ICDMAI 2026), January 9–11, 2026, Kolkata, India; proceedings forthcoming.  [arXiv:2510.15219]
  2. P. Medina (2026). Integrating Product Coefficients for Improved 3D LiDAR Data Classification. In S. Goswami, S. Saha, K. Basu, & R. S. Beed (eds.), Data Management, Analytics and Innovation (Vol. 2, pp. 369–372). Lecture Notes in Networks and Systems, vol. 1369. Springer.  [SpringerLink]
  3. F. P. Medina and R. Paffenroth (2021). Classification frameworks comparison on 3D point clouds. 2021 IEEE High Performance Extreme Computing Conference (HPEC), pp. 1–6. doi: 10.1109/HPEC49654.2021.9622842
  4. F. P. Medina and R. Paffenroth (2021). Machine Learning in LiDAR 3D Point Clouds. In: Demir I., Lou Y., Wang X., Welker K. (eds) Advances in Data Science. Association for Women in Mathematics Series, vol. 26. Springer, Cham.  [doi:10.1007/978-3-030-79891-8_6]
  5. F. Patricia Medina (2019). Machine Learning in Crowd Flow Exit Data. Accepted, 2019 AWM Research Symposium Proceedings, Association for Women in Mathematics Series.
  6. K. Yacoubou Djima, F. Patricia Medina, L. Ness, and M. Weber (2019). Heuristic Framework for Multi-Scale Testing of the Multi-Manifold Hypothesis, pp. 47–80. In: E. Gasparovic and C. Domeniconi (eds.), Research in Data Science, Association for Women in Mathematics Series, vol. 17. Springer.
  7. A. Grim, B. Iskra, N. Ju, A. Kryshchenko, F. Patricia Medina, L. Ness, M. Ngamini, M. Owen, R. Paffenroth, and S. Tang (2019). Analysis of Simulated Crowd Flow Exit Data: Visualization, Panic Detection, Exit Time Convergence, Attribution, and Estimation, pp. 239–281. In: E. Gasparovic and C. Domeniconi (eds.), Research in Data Science, Association for Women in Mathematics Series, vol. 17. Springer.
  8. F. P. Medina and M. Peszyńska (2016). Hybrid Modeling and Analysis of Multicomponent Adsorption with Applications to Coalbed Methane. In Porous Media: Theory, Properties, and Applications, Nova Science Publishers (Chapter 1, pp. 1–52).
  9. M. Peszyńska, F. P. Medina, W. Hong, and M. Torres (2016). Reduced Numerical Model for Methane Hydrate Formation under Conditions of Variable Salinity. Time-Stepping Variants and Sensitivity. Computation, 4(1), 1.  [doi:10.3390/computation4010001]
  10. N. Gibson, P. Medina, M. Peszyńska, and R. Showalter (2014). Evolution of phase transitions in methane hydrate. Journal of Mathematical Analysis and Applications, 409(2), 816–833.  [doi:10.1016/j.jmaa.2013.07.023]
  11. F. P. Medina and M. Peszyńska (2018). Stability for implicit-explicit schemes for non-equilibrium kinetic systems in weighted spaces with symmetrization. Journal of Computational and Applied Mathematics, 328, 216–231.  [doi:10.1016/j.cam.2017.07.020]

Theses

  1. F. Patricia Medina. Mathematical Treatment and Simulation of Methane Hydrates and Adsorption Models. Ph.D. Dissertation, Oregon State University, 2014.
  2. F. Patricia Medina. Non-complementarity of Orlicz spaces in L1[0,1] and C[0,1]. Master’s Thesis, Universidad de los Andes, 2003.
  3. F. Patricia Medina. Regression Analysis using local polynomials (non-parametric statistics). Undergraduate Thesis, Universidad Central de Venezuela, 2000.