Miguel Melgarejo

District University of Bogotá — Colombia

Computer Science · Physical Sciences

13h-index768citations65works3.52yr avg
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Research Topics

Fuzzy Logic and Control Systems(32), Neural Networks and Applications(27), Fuzzy Systems and Optimization(13), Evolutionary Algorithms and Applications(11), Metaheuristic Optimization Algorithms Research(6)

Publications65 total

Optimization Landscape Classification with Multi-Scale Sampling and Deep Neural Networks
2024· 1 cited
Optimization test function synthesis with generative adversarial networks and adaptive neuro-fuzzy systems
Information Sciences·2024· 6 cited
Fuzzy Estimation of VO<sub>2</sub> Dynamics During Cycling Exercise
2021
PAMELI: A Meta-Algorithm for Computationally Expensive Multi-Objective Optimization Problems
arXiv (Cornell University)·2021Open Access
PAMELI: A Meta-Algorithm for Computationally Expensive Multi-Objective\n Optimization Problems
arXiv (Cornell University)·2021Open Access
Identification of Colombian coffee price dynamics
Chaos An Interdisciplinary Journal of Nonlinear Science·2020· 6 cited
Fuzzy Worlds and the Quest for Modeling Complex-Adaptive Systems
Studies in computational intelligence·2020· 1 cited
Hidden complexity in Life-like rules
Physical review. E·2019
Time Series from Clustering: An Approach to Forecast Crime Patterns
IntechOpen eBooks·2019· 3 citedOpen Access
Towards a Deep Learning Approach for Urban Crime Forecasting
Communications in computer and information science·2019· 5 cited
Information Dynamics in Urban Crime
Entropy·2018· 5 citedOpen Access
Clasificación Automática del Avance de Megaproyectos de Inversión Pública en Colombia, desde un Enfoque Técnico, Organizacional y Ambiental
Ingeniería·2017· 2 citedOpen Access
MULTIFRACTAL APPROACH TO THE ANALYSIS OF CRIME DYNAMICS: RESULTS FOR BURGLARY IN SAN FRANCISCO
Fractals·2017· 9 citedOpen Access
Diseño de modelos complejos para la simulación de sistemas socio-técnicos
Educación y Humanismo·2017· 4 citedOpen Access
Tuning up Fuzzy Inference Systems by using optimization algorithms for the classification of solar flares
arXiv (Cornell University)·2017Open Access
Tuning up Fuzzy Inference Systems by using optimization algorithms for\n the classification of solar flares
arXiv (Cornell University)·2017Open Access
Tuning up Fuzzy Inference Systems by using optimization algorithms for the classification of solar flares
TECCIENCIA·2017· 2 citedOpen Access
A Fuzzy Clustering based method for the spatiotemporal analysis of criminal patterns
2016· 8 cited
Señor : doña Cathalina Mendez Pichardo, que por la vindicacion de su honor injustamente perdido à impulsos del mas escandaloso engaño, trata pleyto contra don Miguel Melgarejo, su agressor, tiene pedido en su demanda, y ahora respetosamente suplica ...
Tesis Doctorals en Xarxa (Consorci de Serveis Universitaris de Catalunya)·2016Open Access
Applying Computational Intelligence To The Classification Of Pollution Events
IEEE Latin America Transactions·2015· 3 cited
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Frequent Co-authors

Nelson Obregón Neira(7), Carlos Andrés Peña-Reyes(5), Leonardo Leottau(4), Jose J. Soriano(3), Angie Rodríguez(3), Karina Duran(2), Carlos Celemin(2), Luis F. Albarracin(2), Diego Mayorga(2), Linda K. Duran(2), Héctor Hostos(2), Federico Sanabria(2), Hannah G. Bernal(1), Juan Carlos Figueroa(1), Jose Posada(1), Salvador Rojas(1), R. Argueta García(1), C C M Andrés Torres(1), Samier Barguil(1), Andrés Olarte(1)