Germán Jairo Hernández

According to our database1, Germán Jairo Hernández authored at least 38 papers between 1999 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2020
Representation of the Minkowski metric as a fuzzy set.
Optim. Lett., 2020

An Interpretable Automated Machine Learning Credit Risk Model.
Proceedings of the Applied Computer Sciences in Engineering, 2020

2019
Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting.
Proceedings of the Computational Science - ICCS 2019, 2019

2018
Price Prediction with CNN and Limit Order Book Data.
Proceedings of the Applied Computer Sciences in Engineering, 2018

Thermal Vein Signatures, DNA and EEG Brainprint in Biometric User Authentication.
Proceedings of the Applied Computer Sciences in Engineering, 2018

Deep Learning and Wavelets for High-Frequency Price Forecasting.
Proceedings of the Computational Science - ICCS 2018, 2018

2017
A Complex Network Approach to Identify Potential Financial Scandals: The Colombian Market Case.
POLIBITS, 2017

Segment and Fenwick Trees for Approximate Order Preserving Matching.
Proceedings of the Applied Computer Sciences in Engineering, 2017

Algorithmic Trading Using Deep Neural Networks on High Frequency Data.
Proceedings of the Applied Computer Sciences in Engineering, 2017

Weak and Strong Solutions for Fuzzy Linear Programming Problems.
Proceedings of the Fuzzy Logic in Intelligent System Design, 2017

Clustering algorithms for Risk-Adjusted Portfolio Construction.
Proceedings of the International Conference on Computational Science, 2017

2016
Price Direction Prediction on High Frequency Data Using Deep Belief Networks.
Proceedings of the Applied Computer Sciences in Engineering, 2016

A Note About Sensitivity Analysis for the Soft Constraints Model.
Proceedings of the Applied Computer Sciences in Engineering, 2016

On Computing the Footprint of Uncertainty of an Interval Type-2 Fuzzy Set as Uncertainty Measure.
Proceedings of the Applied Computer Sciences in Engineering, 2016

Feasibility Analysis for Fuzzy/Crisp Linear Programming Problems.
Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

High-Frequency Trading Strategy Based on Deep Neural Networks.
Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

Detecting Informative Patterns in Financial Market Trends based on Visual Analysis.
Proceedings of the International Conference on Computational Science 2016, 2016

2015
A centroid-based approach for solving linear programming problems with Interval Type-2 Fuzzy technological coefficients.
Proceedings of the 2015 Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS) held jointly with 2015 5th World Conference on Soft Computing (WConSC), 2015

Computational Visual Analysis of the Order Book Dynamics for Creating High-frequency Foreign Exchange Trading Strategies.
Proceedings of the International Conference on Computational Science, 2015

2014
A Multiple Means Transportation Model with Type-2 Fuzzy Uncertainty.
Proceedings of the Supply Chain Management Under Fuzziness, 2014

Linear Programming with Interval Type-2 Fuzzy Constraints.
Proceedings of the Constraint Programming and Decision Making, 2014

Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

2013
Solving linear programming problems with Interval Type-2 fuzzy constraints using interval optimization.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

A note on "Solving Fuzzy Linear Programming Problems with Interval Type-2 RHS".
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Behavior of the Soft Constraints Method Applied to Interval Type-2 Fuzzy Linear Programming Problems.
Proceedings of the Intelligent Computing Theories and Technology, 2013

2012
A Transportation Model with Interval Type-2 Fuzzy Demands and Supplies.
Proceedings of the Intelligent Computing Technology - 8th International Conference, 2012

Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2009
Utilización de las máquinas con vectores de soporte para regresión: m2 de construcción en Bogotá.
Rev. Avances en Sistemas Informática, 2009

On the use of informed initialization and extreme solutions sub-population in multi-objective evolutionary algorithms.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009

2008
A comparison of multiobjective evolutionary algorithms with informed initialization and kuhn-munkres algorithm for the sailor assignment problem.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2006
Evolutionary design of pseudorandom sequence generators based on cellular automata and its applicability in current cryptosystems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Cooperation, Solution Concepts and Long-term Dynamics in the Iterated Prisoner's Dilemma.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Towards a self-stopping evolutionary algorithm using coupling from the past.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

A genetic word clustering algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004
On geometric and statistical properties of the attractors of a generic evolutionary algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2000
An evolutionary algorithm for fractal coding of binary images.
IEEE Trans. Evol. Comput., 2000

Financial time series modeling with evolutionary trained random iterated neural networks.
Proceedings of the IEEE/IAFE/INFORMS 2000 Conference on Computational Intelligence for Financial Engineering, 2000

1999
Stochastic Differential Model for Evolutionary Algorithms over Continuous Spaces.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999


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