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Germán Jairo Hernández
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2020 – today
- 2024
- [j8]Juan Carlos Figueroa-García
, Roman Neruda
On cosine fuzzy sets and uncertainty quantification. Eng. Appl. Artif. Intell. 138: 109241 (2024) - [j7]Diego León
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): 631 (2024) - 2023
- [j6]Juan Carlos Figueroa-García, Roman Neruda
A genetic algorithm for multivariate missing data imputation. Inf. Sci. 619: 947-967 (2023) - [j5]Juan Carlos Figueroa-García
On the Variance of Interval Type-2 Fuzzy Sets. IEEE Trans. Fuzzy Syst. 31(7): 2320-2330 (2023) - 2022
- [c34]Miguel Rodríguez, Diego León, Edwin Lopez, Germán Jairo Hernández:
Globally Explainable AutoML Evolved Models of Corporate Credit Risk. WEA 2022: 19-30 - [c33]Sebastián Martelo, Diego León, Germán Jairo Hernández:
Multivariate Financial Time Series Forecasting with Deep Learning. WEA 2022: 160-169 - [e2]Juan Carlos Figueroa-García
Applied Computer Sciences in Engineering - 9th Workshop on Engineering Applications, WEA 2022, Bogotá, Colombia, November 30 - December 2, 2022, Proceedings. Communications in Computer and Information Science 1685, Springer 2022, ISBN 978-3-031-20610-8 [contents] - 2020
- [j4]Juan Carlos Figueroa-García
Representation of the Minkowski metric as a fuzzy set. Optim. Lett. 14(2): 395-408 (2020) - [c32]Gabriel Patron, Diego León, Edwin Lopez, Germán Jairo Hernández:
An Interpretable Automated Machine Learning Credit Risk Model. WEA 2020: 16-23 - [e1]Juan Carlos Figueroa-García
Applied Computer Sciences in Engineering - 7th Workshop on Engineering Applications, WEA 2020, Bogota, Colombia, October 7-9, 2020, Proceedings. Communications in Computer and Information Science 1274, Springer 2020, ISBN 978-3-030-61833-9 [contents]
2010 – 2019
- 2019
- [c31]Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez:
Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting. ICCS (3) 2019: 315-325 - 2018
- [c30]Andrés Arévalo, Jaime Niño, Diego León, Germán Jairo Hernández, Javier Sandoval:
Deep Learning and Wavelets for High-Frequency Price Forecasting. ICCS (2) 2018: 385-399 - [c29]Carlos Cabrera, Germán Jairo Hernández, Luis Fernando Niño, Dipankar Dasgupta:
Thermal Vein Signatures, DNA and EEG Brainprint in Biometric User Authentication. WEA (1) 2018: 30-41 - [c28]Jaime Niño, Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez, Javier Sandoval:
Price Prediction with CNN and Limit Order Book Data. WEA (1) 2018: 124-135 - 2017
- [j3]Jaime Humberto Niño-Peña, Cesar Garcia-Diaz
A Complex Network Approach to Identify Potential Financial Scandals: The Colombian Market Case. POLIBITS 56: 39-44 (2017) - [c27]Diego León, Arbey Aragón, Javier Sandoval, Germán Jairo Hernández, Andrés Arévalo, Jaime Niño:
Clustering algorithms for Risk-Adjusted Portfolio Construction. ICCS 2017: 1334-1343 - [c26]Juan Carlos Figueroa-García, Germán Jairo Hernández-Pérez:
Weak and Strong Solutions for Fuzzy Linear Programming Problems. NAFIPS 2017: 382-391 - [c25]Rafael Niquefa, Juan Mendivelso, Germán Jairo Hernández, Yoan J. Pinzón:
Segment and Fenwick Trees for Approximate Order Preserving Matching. WEA 2017: 131-143 - [c24]Andrés Arévalo, Jaime Niño, Germán Jairo Hernández-Pérez, Javier Sandoval, Diego León, Arbey Aragón:
Algorithmic Trading Using Deep Neural Networks on High Frequency Data. WEA 2017: 144-155 - 2016
- [c23]Javier Sandoval, Jaime Niño, Germán Jairo Hernández, Andrea Cruz:
Detecting Informative Patterns in Financial Market Trends based on Visual Analysis. ICCS 2016: 752-761 - [c22]Andrés Arévalo, Jaime Niño, Germán Jairo Hernández, Javier Sandoval:
High-Frequency Trading Strategy Based on Deep Neural Networks. ICIC (3) 2016: 424-436 - [c21]Juan Carlos Figueroa García, Cesar Amilcar Lopez Bello, Germán Jairo Hernández-Pérez:
Feasibility Analysis for Fuzzy/Crisp Linear Programming Problems. ICIC (3) 2016: 824-833 - [c20]Jaime Humberto Niño-Peña, Germán Jairo Hernández-Pérez:
Price Direction Prediction on High Frequency Data Using Deep Belief Networks. WEA 2016: 74-83 - [c19]Juan Carlos Figueroa-García, Germán Jairo Hernández-Pérez, Yurilev Chalco-Cano
On Computing the Footprint of Uncertainty of an Interval Type-2 Fuzzy Set as Uncertainty Measure. WEA 2016: 247-257 - [c18]Germán Jairo Hernández-Pérez, Juan Carlos Figueroa-García:
A Note About Sensitivity Analysis for the Soft Constraints Model. WEA 2016: 258-267 - 2015
- [c17]Javier Sandoval, Germán Jairo Hernández:
Computational Visual Analysis of the Order Book Dynamics for Creating High-frequency Foreign Exchange Trading Strategies. ICCS 2015: 1593-1602 - [c16]Juan Carlos Figueroa García, Germán Jairo Hernández-Pérez:
A centroid-based approach for solving linear programming problems with Interval Type-2 Fuzzy technological coefficients. NAFIPS/WConSC 2015: 1-6 - 2014
- [c15]Javier Sandoval, Germán Jairo Hernández:
Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks. MLDM 2014: 408-421 - [p2]Juan Carlos Figueroa García, Germán Jairo Hernández:
Linear Programming with Interval Type-2 Fuzzy Constraints. Constraint Programming and Decision Making 2014: 19-34 - [p1]Juan Carlos Figueroa García, Germán Jairo Hernández:
A Multiple Means Transportation Model with Type-2 Fuzzy Uncertainty. Supply Chain Management Under Fuzziness 2014: 449-468 - 2013
- [c14]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: 101-109 - [c13]Juan Carlos Figueroa García, Germán Jairo Hernández:
A note on "Solving Fuzzy Linear Programming Problems with Interval Type-2 RHS". IFSA/NAFIPS 2013: 591-594 - [c12]Juan Carlos Figueroa García, Germán Jairo Hernández:
Solving linear programming problems with Interval Type-2 fuzzy constraints using interval optimization. IFSA/NAFIPS 2013: 623-628 - 2012
- [c11]Juan Carlos Figueroa García, Germán Jairo Hernández:
Computing Optimal Solutions of a Linear Programming Problem with Interval Type-2 Fuzzy Constraints. HAIS (1) 2012: 567-576 - [c10]Juan Carlos Figueroa García, Germán Jairo Hernández:
A Transportation Model with Interval Type-2 Fuzzy Demands and Supplies. ICIC (1) 2012: 610-617
2000 – 2009
- 2009
- [j2]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): 21-28 (2009) - [c9]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: 58-65 - 2008
- [c8]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: 2129-2134 - 2006
- [c7]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: 1618-1623 - [c6]David Delgado, David Vidal, Germán Jairo Hernández-Pérez:
Evolutionary design of pseudorandom sequence generators based on cellular automata and its applicability in current cryptosystems. GECCO 2006: 1859-1860 - 2005
- [c5]Germán Jairo Hernández, Leonardo Bobadilla
A genetic word clustering algorithm. Congress on Evolutionary Computation 2005: 1075-1080 - [c4]Germán Jairo Hernández, Kenneth Wilder, Fernando Niño, Julian Garcia:
Towards a self-stopping evolutionary algorithm using coupling from the past. GECCO 2005: 615-620 - 2004
- [c3]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: 1240-1247 - 2000
- [j1]Dipankar Dasgupta, Germán Jairo Hernández, Fernando Niño:
An evolutionary algorithm for fractal coding of binary images. IEEE Trans. Evol. Comput. 4(2): 172-181 (2000) - [c2]Fernando Niño, Germán Jairo Hernández, Andrés Parra:
Financial time series modeling with evolutionary trained random iterated neural networks. CIFEr 2000: 178-181
1990 – 1999
- 1999
- [c1]Germán Jairo Hernández, Jerome A. Goldstein, Fernando Niño:
Stochastic Differential Model for Evolutionary Algorithms over Continuous Spaces. GECCO 1999: 863-870
Coauthor Index
aka: Juan Carlos Figueroa-García
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