Stochastic Differential Model for Evolutionary Algorithms over Continuous Spaces. - Germán Jairo Hernández; Jerome A. Goldstein; Fernando Niño (GECCO, 1999)

Financial time series modeling with evolutionary trained random iterated neural networks. - Fernando Niño; Germán Jairo Hernández; Andrés Parra (CIFEr, 2000)

An evolutionary algorithm for fractal coding of binary images. - Dipankar Dasgupta; Germán Jairo Hernández; Fernando Niño (IEEE Trans. Evol. Comput., 2000)

On geometric and statistical properties of the attractors of a generic evolutionary algorithm. - Germán Jairo Hernández; Fernando Niño; Julian Garcia; Dipankar Dasgupta (IEEE Congress on Evolutionary Computation, 2004)

A genetic word clustering algorithm. - Germán Jairo Hernández; Leonardo Bobadilla; Oscar Sanchez (Congress on Evolutionary Computation, 2005)

Towards a self-stopping evolutionary algorithm using coupling from the past. - Germán Jairo Hernández; Kenneth Wilder; Fernando Niño; Julian Garcia (GECCO, 2005)

Cooperation, Solution Concepts and Long-term Dynamics in the Iterated Prisoner's Dilemma. - Julian Garcia; Germán Jairo Hernández; Juan Carlos Galeano (IEEE Congress on Evolutionary Computation, 2006)

Evolutionary design of pseudorandom sequence generators based on cellular automata and its applicability in current cryptosystems. - David Delgado 002; David Vidal; Germán Jairo Hernández-Pérez (GECCO, 2006)

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 (GECCO (Companion), 2008)

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 (MCDM, 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)

Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints. - Juan Carlos Figueroa García; Germán Jairo Hernández (HAIS (1), 2012)

A Transportation Model with Interval Type-2 Fuzzy Demands and Supplies. - Juan Carlos Figueroa García; Germán Jairo Hernández (ICIC (1), 2012)

Behavior of the Soft Constraints Method Applied to Interval Type-2 Fuzzy Linear Programming Problems. - Juan Carlos Figueroa García; Germán Jairo Hernández (ICIC (2), 2013)

A note on "Solving Fuzzy Linear Programming Problems with Interval Type-2 RHS". - Juan Carlos Figueroa García; Germán Jairo Hernández (IFSA/NAFIPS, 2013)

Solving linear programming problems with Interval Type-2 fuzzy constraints using interval optimization. - Juan Carlos Figueroa García; Germán Jairo Hernández (IFSA/NAFIPS, 2013)

Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks. - Javier Sandoval; Germán Jairo Hernández (MLDM, 2014)

Linear Programming with Interval Type-2 Fuzzy Constraints. - Juan Carlos Figueroa García; Germán Jairo Hernández (Constraint Programming and Decision Making, 2014)

A Multiple Means Transportation Model with Type-2 Fuzzy Uncertainty. - Juan Carlos Figueroa García; Germán Jairo Hernández (Supply Chain Management Under Fuzziness, 2014)

Computational Visual Analysis of the Order Book Dynamics for Creating High-frequency Foreign Exchange Trading Strategies. - Javier Sandoval; Germán Jairo Hernández (ICCS, 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 (NAFIPS/WConSC, 2015)

Detecting Informative Patterns in Financial Market Trends based on Visual Analysis. - Javier Sandoval; Jaime Niño; Germán Jairo Hernández; Andrea Cruz (ICCS, 2016)

High-Frequency Trading Strategy Based on Deep Neural Networks. - Andrés Arévalo; Jaime Niño; Germán Jairo Hernández; Javier Sandoval (ICIC (3), 2016)

Feasibility Analysis for Fuzzy/Crisp Linear Programming Problems. - Juan Carlos Figueroa García; Cesar Amilcar Lopez Bello; Germán Jairo Hernández-Pérez (ICIC (3), 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 (WEA, 2016)

A Note About Sensitivity Analysis for the Soft Constraints Model. - Germán Jairo Hernández-Pérez; Juan Carlos Figueroa-García (WEA, 2016)

Price Direction Prediction on High Frequency Data Using Deep Belief Networks. - Jaime Humberto Niño-Peña; Germán Jairo Hernández-Pérez (WEA, 2016)

Clustering algorithms for Risk-Adjusted Portfolio Construction. - Diego León; Arbey Aragón; Javier Sandoval; Germán Jairo Hernández; Andrés Arévalo; Jaime Niño (ICCS, 2017)

Weak and Strong Solutions for Fuzzy Linear Programming Problems. - Juan Carlos Figueroa-García; Germán Jairo Hernández-Pérez (NAFIPS, 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 (WEA, 2017)

Segment and Fenwick Trees for Approximate Order Preserving Matching. - Rafael Niquefa; Juan Mendivelso; Germán Jairo Hernández; Yoan J. Pinzón (WEA, 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)

Deep Learning and Wavelets for High-Frequency Price Forecasting. - Andrés Arévalo; Jaime Niño; Diego León; Germán Jairo Hernández; Javier Sandoval (ICCS (2), 2018)

Thermal Vein Signatures, DNA and EEG Brainprint in Biometric User Authentication. - Carlos Cabrera; Germán Jairo Hernández; Luis Fernando Niño; Dipankar Dasgupta (WEA (1), 2018)

Price Prediction with CNN and Limit Order Book Data. - Jaime Niño; Andrés Arévalo; Diego León; Germán Jairo Hernández-Pérez; Javier Sandoval (WEA (1), 2018)

Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting. - Andrés Arévalo; Diego León; Germán Jairo Hernández-Pérez (ICCS (3), 2019)

An Interpretable Automated Machine Learning Credit Risk Model. - Gabriel Patron; Diego León; Edwin Lopez; Germán Jairo Hernández (WEA, 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)

On the Feasibility of Real-Time Prediction of Driver's Traffic Accident Risk with Auto ML using Demographics and Brain Concentration Levels Information. - John Garcia; Wilson Arias-Rojas; Germán Jairo Hernández (ICVES, 2022)

Multivariate Financial Time Series Forecasting with Deep Learning. - Sebastián Martelo; Diego León; Germán Jairo Hernández (WEA, 2022)

Globally Explainable AutoML Evolved Models of Corporate Credit Risk. - Miguel Rodríguez 008; Diego León; Edwin Lopez; Germán Jairo Hernández (WEA, 2022)

A genetic algorithm for multivariate missing data imputation. - Juan Carlos Figueroa-García; Roman Neruda; Germán Jairo Hernández-Pérez (Inf. Sci., 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)

On cosine fuzzy sets and uncertainty quantification. - Juan Carlos Figueroa-García; Roman Neruda; Germán Jairo Hernández-Pérez (Eng. Appl. Artif. Intell., 2024)

Deep Heterogeneous AutoML Trend Prediction Model for Algorithmic Trading in the USD/COP Colombian FX Market Through Limit Order Book (LOB). - Diego León; Javier Sandoval; Andrea Cruz; Germán Jairo Hernández; Oscar Sierra (SN Comput. Sci., 2024)

Deep Reinforcement Learning in Continuous Action Spaces for Pair Trading: A Comparative Study of A2 C and PPO. - Cristian Quintero; Diego León; Javier Sandoval; Germán Jairo Hernández (SN Comput. Sci., 2025)