Germán Jairo Hernández

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 12

Top Topics

Foreign Exchange

Top Venues

Publications

Diego León, Javier Sandoval, Andrea Cruz, Germán Jairo Hernández, Oscar Sierra
Deep Heterogeneous AutoML Trend Prediction Model for Algorithmic Trading in the USD/COP Colombian FX Market Through Limit Order Book (LOB). SN Comput. Sci. 5 (5) (2024)
Sebastián Martelo, Diego León, Germán Jairo Hernández
Multivariate Financial Time Series Forecasting with Deep Learning. WEA (2022)
Miguel Rodríguez, Diego León, Edwin Lopez, Germán Jairo Hernández
Globally Explainable AutoML Evolved Models of Corporate Credit Risk. WEA (2022)
Gabriel Patron, Diego León, Edwin Lopez, Germán Jairo Hernández
An Interpretable Automated Machine Learning Credit Risk Model. WEA (2020)
Carlos Cabrera, Germán Jairo Hernández, Luis Fernando Niño, Dipankar Dasgupta
Thermal Vein Signatures, DNA and EEG Brainprint in Biometric User Authentication. WEA (1) (2018)
Andrés Arévalo, Jaime Niño, Diego León, Germán Jairo Hernández, Javier Sandoval
Deep Learning and Wavelets for High-Frequency Price Forecasting. ICCS (2) (2018)
Jaime Humberto Niño-Peña, Cesar Garcia-Diaz, Germán Jairo Hernández
A Complex Network Approach to Identify Potential Financial Scandals: The Colombian Market Case. POLIBITS 56 (2017)
Diego León, Arbey Aragón, Javier Sandoval, Germán Jairo Hernández, Andrés Arévalo, Jaime Niño
Clustering algorithms for Risk-Adjusted Portfolio Construction. ICCS (2017)
Rafael Niquefa, Juan Mendivelso, Germán Jairo Hernández, Yoan J. Pinzón
Segment and Fenwick Trees for Approximate Order Preserving Matching. WEA (2017)
Javier Sandoval, Jaime Niño, Germán Jairo Hernández, Andrea Cruz
Detecting Informative Patterns in Financial Market Trends based on Visual Analysis. ICCS (2016)
Andrés Arévalo, Jaime Niño, Germán Jairo Hernández, Javier Sandoval
High-Frequency Trading Strategy Based on Deep Neural Networks. ICIC (3) (2016)
Javier Sandoval, Germán Jairo Hernández
Computational Visual Analysis of the Order Book Dynamics for Creating High-frequency Foreign Exchange Trading Strategies. ICCS (2015)
Javier Sandoval, Germán Jairo Hernández
Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks. MLDM (2014)
Juan Carlos Figueroa García, Germán Jairo Hernández
Solving linear programming problems with Interval Type-2 fuzzy constraints using interval optimization. IFSA/NAFIPS (2013)
Juan Carlos Figueroa García, Germán Jairo Hernández
A note on "Solving Fuzzy Linear Programming Problems with Interval Type-2 RHS". IFSA/NAFIPS (2013)
Juan Carlos Figueroa García, Germán Jairo Hernández
Behavior of the Soft Constraints Method Applied to Interval Type-2 Fuzzy Linear Programming Problems. ICIC (2) (2013)
Juan Carlos Figueroa García, Germán Jairo Hernández
Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints. HAIS (1) (2012)
Juan Carlos Figueroa García, Germán Jairo Hernández
A Transportation Model with Interval Type-2 Fuzzy Demands and Supplies. ICIC (1) (2012)
Dipankar Dasgupta, Germán Jairo Hernández, Andrés Romero, Deon Garrett, Aishwarya Kaushal, James Simien
On the use of informed initialization and extreme solutions sub-population in multi-objective evolutionary algorithms. MCDM (2009)
Abraham Gómez Morales, Germán Jairo Hernández
Utilización de las máquinas con vectores de soporte para regresión: m2 de construcción en Bogotá. Rev. Avances en Sistemas Informática 6 (2) (2009)
Dipankar Dasgupta, Germán Jairo Hernández, Deon Garrett, Pavan Kalyan Vejandla, Aishwarya Kaushal, Ramjee Yerneni, James Simien
A comparison of multiobjective evolutionary algorithms with informed initialization and kuhn-munkres algorithm for the sailor assignment problem. GECCO (Companion) (2008)
Julian Garcia, Germán Jairo Hernández, Juan Carlos Galeano
Cooperation, Solution Concepts and Long-term Dynamics in the Iterated Prisoner's Dilemma. IEEE Congress on Evolutionary Computation (2006)
Germán Jairo Hernández, Kenneth Wilder, Fernando Niño, Julian Garcia
Towards a self-stopping evolutionary algorithm using coupling from the past. GECCO (2005)
Germán Jairo Hernández, Leonardo Bobadilla, Oscar Sanchez
A genetic word clustering algorithm. Congress on Evolutionary Computation (2005)
Germán Jairo Hernández, Fernando Niño, Julian Garcia, Dipankar Dasgupta
On geometric and statistical properties of the attractors of a generic evolutionary algorithm. IEEE Congress on Evolutionary Computation (2004)
Dipankar Dasgupta, Germán Jairo Hernández, Fernando Niño
An evolutionary algorithm for fractal coding of binary images. IEEE Trans. Evol. Comput. 4 (2) (2000)
Fernando Niño, Germán Jairo Hernández, Andrés Parra
Financial time series modeling with evolutionary trained random iterated neural networks. CIFEr (2000)
Germán Jairo Hernández, Jerome A. Goldstein, Fernando Niño
Stochastic Differential Model for Evolutionary Algorithms over Continuous Spaces. GECCO (1999)