Germán Jairo Hernández

According to our database, Germán Jairo Hernández authored at least 42 papers between 1999 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

On the Variance of Interval Type-2 Fuzzy Sets.

Juan Carlos Figueroa-García, Jennifer Soraya Ramos-Cuesta, Germán Jairo Hernández-Pérez

IEEE Trans. Fuzzy Syst., 2023

A genetic algorithm for multivariate missing data imputation.

Juan Carlos Figueroa-García, Roman Neruda, Germán Jairo Hernández-Pérez

Inf. Sci., 2023

2022

Globally Explainable AutoML Evolved Models of Corporate Credit Risk.

Miguel Rodríguez, Diego León, Edwin Lopez, Germán Jairo Hernández

Proceedings of the Applied Computer Sciences in Engineering, 2022

Multivariate Financial Time Series Forecasting with Deep Learning.

Sebastián Martelo, Diego León, Germán Jairo Hernández

Proceedings of the Applied Computer Sciences in Engineering, 2022

2020

Representation of the Minkowski metric as a fuzzy set.

Juan Carlos Figueroa-García, Miguel Alberto Melgarejo-Rey, Germán Jairo Hernández-Pérez

Optim. Lett., 2020

An Interpretable Automated Machine Learning Credit Risk Model.

Gabriel Patron, Diego León, Edwin Lopez, Germán Jairo Hernández

Proceedings of the Applied Computer Sciences in Engineering, 2020

2019

Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting.

Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez

Proceedings of the Computational Science - ICCS 2019, 2019

2018

Price Prediction with CNN and Limit Order Book Data.

Jaime Niño, Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez, Javier Sandoval

Proceedings of the Applied Computer Sciences in Engineering, 2018

Thermal Vein Signatures, DNA and EEG Brainprint in Biometric User Authentication.

Carlos Cabrera, Germán Jairo Hernández, Luis Fernando Niño, Dipankar Dasgupta

Proceedings of the Applied Computer Sciences in Engineering, 2018

Deep Learning and Wavelets for High-Frequency Price Forecasting.

Andrés Arévalo, Jaime Niño, Diego León, Germán Jairo Hernández, Javier Sandoval

Proceedings of the Computational Science - ICCS 2018, 2018

2017

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

Jaime Humberto Niño-Peña, Cesar Garcia-Diaz, Germán Jairo Hernández

POLIBITS, 2017

Segment and Fenwick Trees for Approximate Order Preserving Matching.

Rafael Niquefa, Juan Mendivelso, Germán Jairo Hernández, Yoan J. Pinzón

Proceedings of the Applied Computer Sciences in Engineering, 2017

Algorithmic Trading Using Deep Neural Networks on High Frequency Data.

Andrés Arévalo, Jaime Niño, Germán Jairo Hernández-Pérez, Javier Sandoval, Diego León, Arbey Aragón

Proceedings of the Applied Computer Sciences in Engineering, 2017

Weak and Strong Solutions for Fuzzy Linear Programming Problems.

Juan Carlos Figueroa-García, Germán Jairo Hernández-Pérez

Proceedings of the Fuzzy Logic in Intelligent System Design, 2017

Clustering algorithms for Risk-Adjusted Portfolio Construction.

Diego León, Arbey Aragón, Javier Sandoval, Germán Jairo Hernández, Andrés Arévalo, Jaime Niño

Proceedings of the International Conference on Computational Science, 2017

2016

Price Direction Prediction on High Frequency Data Using Deep Belief Networks.

Jaime Humberto Niño-Peña, Germán Jairo Hernández-Pérez

Proceedings of the Applied Computer Sciences in Engineering, 2016

A Note About Sensitivity Analysis for the Soft Constraints Model.

Germán Jairo Hernández-Pérez, Juan Carlos Figueroa-García

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.

Juan Carlos Figueroa-García, Germán Jairo Hernández-Pérez, Yurilev Chalco-Cano

Proceedings of the Applied Computer Sciences in Engineering, 2016

Feasibility Analysis for Fuzzy/Crisp Linear Programming Problems.

Juan Carlos Figueroa García, Cesar Amilcar Lopez Bello, Germán Jairo Hernández-Pérez

Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

High-Frequency Trading Strategy Based on Deep Neural Networks.

Andrés Arévalo, Jaime Niño, Germán Jairo Hernández, Javier Sandoval

Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

Detecting Informative Patterns in Financial Market Trends based on Visual Analysis.

Javier Sandoval, Jaime Niño, Germán Jairo Hernández, Andrea Cruz

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.

Juan Carlos Figueroa García, Germán Jairo Hernández-Pérez

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.

Javier Sandoval, Germán Jairo Hernández

Proceedings of the International Conference on Computational Science, 2015

2014

A Multiple Means Transportation Model with Type-2 Fuzzy Uncertainty.

Juan Carlos Figueroa García, Germán Jairo Hernández

Proceedings of the Supply Chain Management Under Fuzziness, 2014

Linear Programming with Interval Type-2 Fuzzy Constraints.

Juan Carlos Figueroa García, Germán Jairo Hernández

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.

Javier Sandoval, Germán Jairo Hernández

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.

Juan Carlos Figueroa García, Germán Jairo Hernández

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".

Juan Carlos Figueroa García, Germán Jairo Hernández

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.

Juan Carlos Figueroa García, Germán Jairo Hernández

Proceedings of the Intelligent Computing Theories and Technology, 2013

2012

A Transportation Model with Interval Type-2 Fuzzy Demands and Supplies.

Juan Carlos Figueroa García, Germán Jairo Hernández

Proceedings of the Intelligent Computing Technology - 8th International Conference, 2012

Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints.

Juan Carlos Figueroa García, Germán Jairo Hernández

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.

Abraham Gómez Morales, Germán Jairo Hernández

Rev. Avances en Sistemas Informática, 2009

On the use of informed initialization and extreme solutions sub-population in multi-objective evolutionary algorithms.

Dipankar Dasgupta, Germán Jairo Hernández, Andrés Romero, Deon Garrett, Aishwarya Kaushal, James Simien

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.

Dipankar Dasgupta, Germán Jairo Hernández, Deon Garrett, Pavan Kalyan Vejandla, Aishwarya Kaushal, Ramjee Yerneni, James Simien

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.

David Delgado, David Vidal, Germán Jairo Hernández-Pérez

Proceedings of the Genetic and Evolutionary Computation Conference, 2006

Cooperation, Solution Concepts and Long-term Dynamics in the Iterated Prisoner's Dilemma.

Julian Garcia, Germán Jairo Hernández, Juan Carlos Galeano

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Towards a self-stopping evolutionary algorithm using coupling from the past.

Germán Jairo Hernández, Kenneth Wilder, Fernando Niño, Julian Garcia

Proceedings of the Genetic and Evolutionary Computation Conference, 2005

A genetic word clustering algorithm.

Germán Jairo Hernández, Leonardo Bobadilla, Oscar Sanchez

Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2004

On geometric and statistical properties of the attractors of a generic evolutionary algorithm.

Germán Jairo Hernández, Fernando Niño, Julian Garcia, Dipankar Dasgupta

Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2000

An evolutionary algorithm for fractal coding of binary images.

Dipankar Dasgupta, Germán Jairo Hernández, Fernando Niño

IEEE Trans. Evol. Comput., 2000

Financial time series modeling with evolutionary trained random iterated neural networks.

Fernando Niño, Germán Jairo Hernández, Andrés Parra

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.

Germán Jairo Hernández, Jerome A. Goldstein, Fernando Niño

Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999