Dr. Sergio Hernandez

2015

  • Hernandez, S. and Sallis, Distributed Minimum Temperature Prediction Using Mixtures of Gaussian Processes. En Environmental Software Systems. Infrastructures, Services and Applications. Springer International Publishing, 2015. p. 484-491.

2014

  • Hernandez, S. and Hernandez, M. “Likelihood Function for Multi-target Color Tracking Using Discrete Finite Mixtures.” Advances in Artificial Intelligence–IBERAMIA 2014. Springer International Publishing, 2014. 182-193.

2011

  • Hernandez, S.and Sallis, P. “Sentiment-preserving reduction for social media analysis.” Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. Springer Berlin Heidelberg, 2011. 409-416.
  • Hernandez, S. Morales, L. and Sallis, P. Estimation of Reference Evapotranspiration Using Limited Climatic Data and Bayesian Model Averaging. Computer Modeling and Simulation (EMS), 2011 Fifth UKSim European Symposium on, pp.59-63, 16-18 Nov. 2011
  • Sallis, P., Claster, W., and Hernandez, S. A machine learning algorithm for wind gust prediction. Journal of Computers and the Geosciences, Volume 37, Issue 9, September 2011, Pages 1337–1344.
  • Hernandez, S. and Frean, M. Bayesian multiple person tracking using probability hypothesis density smoothing. International Journal on Smart Sensing and Intelligent systems. Vol 4, No 2, June 2011
  • Sallis, P., Hernandez, S. and Shanmuganathan, S. Dynamic multivariate continuous data state-space estimation for agrometeorological event anticipation. In proceedings of the 3rd International Conference on Machine Learning and Computing (ICMLC 2011), Singapore 26-28, February 2011.

2010

  • Hernandez, S. Smoothing Algorithms for the Probability Hypothesis Density Filter, Technical Report ECSTR10-13, Victoria University of Wellington.
  • Sallis, P. and Hernandez, S. Ensemble interpolation methods for spatio-temporal data modelling, Proceedings of UKSim Fourth European Modelling Symposium on Computer Modelling and Simulation. Hotel Duomo, Pisa, 17 – 19 November, Published by IEEE publishers.
  • Sallis, P. and Hernandez, S. Geospatial state space estimation using an Ensemble Kalman Filter. International Journal of Simulation: systems, science and technology (in press).

2009

  • Hernandez, S. and Teal, P. and Frean, M. Two-Filter Probability Hypothesis Density Smoothing. Proceedings of the I Chilean Workshop on Pattern Recognition: Theory and Applications (CWPR09), Santiago, Chile. Nov. 2009.

2008

  • Hernandez, S. Online Bayesian tracking and detection of multiple objects. Proceedings of the New Zealand Computer Science Research Students Conference (NZCSSRC2008), Christchurch, New Zealand. Apr. 2008.

2007

  • Hernandez, S. and Teal, P. Multi-target tracking with point process observations. Proceedings of the IEEE Pacific Rim in Image and Video Technology, Santiago, Chile. Lecture Notes in Computer Science.
  • Hernandez, S. Population-based Monte Carlo. Proceedings of the New Zealand Computer Science Research Students Conference (NZCSSRC2007), Hamilton, New Zealand. Apr. 2007. Lecture Notes in Computer Science.

2004

  • Hernandez, S. and Saez, D. and Mery, D. NeuroFuzzy Method for Automated Defect Detection of Aluminium Castings. Proceedings of the International Conference on Image Analysis and Recognition (ICIAR2004), Porto, Sept 29 Oct 1. Lecture Notes in Computer Science.
  • Hernandez, S. and Saez, D. and Mery, D. and Da Silva, R. and Siqueira, M.H.S. Automated Defect Detection in Aluminium Castings and Welds Using NeuroFuzzy Classifiers. 16th World Conference on Non-Destructive Testing (WCNDT 2004), Montreal.