Germán Jairo Hernández

32 papers A 2B 3Misc 3Journal 5Unranked 17
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep Reinforcement Learning in Continuous Action Spaces for Pair Trading: A Comparative Study of A2 C and PPO.
SN Comput. Sci.
Cristian Quintero, Diego León, Javier Sandoval, Germán Jairo Hernández
2024 J jnl
Deep Heterogeneous AutoML Trend Prediction Model for Algorithmic Trading in the USD/COP Colombian FX Market Through Limit Order Book (LOB).
SN Comput. Sci.
Diego León, Javier Sandoval, Andrea Cruz, Germán Jairo Hernández, Oscar Sierra
2022 — conf
Globally Explainable AutoML Evolved Models of Corporate Credit Risk.
WEA
Miguel Rodríguez, Diego León, Edwin Lopez, Germán Jairo Hernández
2022 — conf
Multivariate Financial Time Series Forecasting with Deep Learning.
WEA
Sebastián Martelo, Diego León, Germán Jairo Hernández
2022 — conf
On the Feasibility of Real-Time Prediction of Driver's Traffic Accident Risk with Auto ML using Demographics and Brain Concentration Levels Information.
ICVES
John Garcia, Wilson Arias-Rojas, Germán Jairo Hernández
2020 — conf
An Interpretable Automated Machine Learning Credit Risk Model.
WEA
Gabriel Patron, Diego León, Edwin Lopez, Germán Jairo Hernández
2018 — conf
Deep Learning and Wavelets for High-Frequency Price Forecasting.
ICCS (2)
Andrés Arévalo, Jaime Niño, Diego León, Germán Jairo Hernández, Javier Sandoval
2018 — conf
Thermal Vein Signatures, DNA and EEG Brainprint in Biometric User Authentication.
WEA (1)
Carlos Cabrera, Germán Jairo Hernández, Luis Fernando Niño, Dipankar Dasgupta
2017 J jnl
A Complex Network Approach to Identify Potential Financial Scandals: The Colombian Market Case.
POLIBITS
Jaime Humberto Niño-Peña, Cesar Garcia-Diaz, Germán Jairo Hernández
2017 Misc conf
Clustering algorithms for Risk-Adjusted Portfolio Construction.
ICCS
Diego León, Arbey Aragón, Javier Sandoval, Germán Jairo Hernández, Andrés Arévalo, Jaime Niño
2017 — conf
Segment and Fenwick Trees for Approximate Order Preserving Matching.
WEA
Rafael Niquefa, Juan Mendivelso, Germán Jairo Hernández, Yoan J. Pinzón
2016 Misc conf
Detecting Informative Patterns in Financial Market Trends based on Visual Analysis.
ICCS
Javier Sandoval, Jaime Niño, Germán Jairo Hernández, Andrea Cruz
2016 — conf
High-Frequency Trading Strategy Based on Deep Neural Networks.
ICIC (3)
Andrés Arévalo, Jaime Niño, Germán Jairo Hernández, Javier Sandoval
2015 Misc conf
Computational Visual Analysis of the Order Book Dynamics for Creating High-frequency Foreign Exchange Trading Strategies.
ICCS
Javier Sandoval, Germán Jairo Hernández
2014 — ch.
A Multiple Means Transportation Model with Type-2 Fuzzy Uncertainty.
Supply Chain Management Under Fuzziness
Juan Carlos Figueroa García, Germán Jairo Hernández
2014 — conf
Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks.
MLDM
Javier Sandoval, Germán Jairo Hernández
2014 — ch.
Linear Programming with Interval Type-2 Fuzzy Constraints.
Constraint Programming and Decision Making
Juan Carlos Figueroa García, Germán Jairo Hernández
2013 — conf
A note on "Solving Fuzzy Linear Programming Problems with Interval Type-2 RHS".
IFSA/NAFIPS
Juan Carlos Figueroa García, Germán Jairo Hernández
2013 — conf
Behavior of the Soft Constraints Method Applied to Interval Type-2 Fuzzy Linear Programming Problems.
ICIC (2)
Juan Carlos Figueroa García, Germán Jairo Hernández
2013 — conf
Solving linear programming problems with Interval Type-2 fuzzy constraints using interval optimization.
IFSA/NAFIPS
Juan Carlos Figueroa García, Germán Jairo Hernández
2012 — conf
A Transportation Model with Interval Type-2 Fuzzy Demands and Supplies.
ICIC (1)
Juan Carlos Figueroa García, Germán Jairo Hernández
2012 — conf
Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints.
HAIS (1)
Juan Carlos Figueroa García, Germán Jairo Hernández
2009 — conf
On the use of informed initialization and extreme solutions sub-population in multi-objective evolutionary algorithms.
MCDM
Dipankar Dasgupta, Germán Jairo Hernández, Andrés Romero, Deon Garrett, Aishwarya Kaushal, James Simien
2009 J jnl
Utilización de las máquinas con vectores de soporte para regresión: m2 de construcción en Bogotá.
Rev. Avances en Sistemas Informática
Abraham Gómez Morales, Germán Jairo Hernández
2008 — conf
A comparison of multiobjective evolutionary algorithms with informed initialization and kuhn-munkres algorithm for the sailor assignment problem.
GECCO (Companion)
Dipankar Dasgupta, Germán Jairo Hernández, Deon Garrett, Pavan Kalyan Vejandla, Aishwarya Kaushal, Ramjee Yerneni, James Simien
2006 B conf
Cooperation, Solution Concepts and Long-term Dynamics in the Iterated Prisoner's Dilemma.
IEEE Congress on Evolutionary Computation
Julian Garcia, Germán Jairo Hernández, Juan Carlos Galeano
2005 B conf
A genetic word clustering algorithm.
Congress on Evolutionary Computation
Germán Jairo Hernández, Leonardo Bobadilla, Oscar Sanchez
2005 A conf
Towards a self-stopping evolutionary algorithm using coupling from the past.
GECCO
Germán Jairo Hernández, Kenneth Wilder, Fernando Niño, Julian Garcia
2004 B conf
On geometric and statistical properties of the attractors of a generic evolutionary algorithm.
IEEE Congress on Evolutionary Computation
Germán Jairo Hernández, Fernando Niño, Julian Garcia, Dipankar Dasgupta
2000 J jnl
An evolutionary algorithm for fractal coding of binary images.
IEEE Trans. Evol. Comput.
Dipankar Dasgupta, Germán Jairo Hernández, Fernando Niño
2000 — conf
Financial time series modeling with evolutionary trained random iterated neural networks.
CIFEr
Fernando Niño, Germán Jairo Hernández, Andrés Parra
1999 A conf
Stochastic Differential Model for Evolutionary Algorithms over Continuous Spaces.
GECCO
Germán Jairo Hernández, Jerome A. Goldstein, Fernando Niño