Juliana Valencia-Aguirre

Publications

127

Citations

H-Index

2011

Active since

Affiliations

Instituto Tecnológico Metropolitano(Current)

Universidad Nacional de Colombia

Juliana Valencia-Aguirre is an author at Instituto Tecnológico Metropolitano specializing in engineering, machine learning, and dimensionality reduction.

ORCID

Top concepts

EngineeringPhotonicsGraph TheoryOptoelectronicsMachine LearningOptical PropertiesPattern RecognitionDiscrete MathematicsDimensionality ReductionVisible Light Communication

Publications per year

2011–2022

Publications

Global and local choice of the number of nearest neighbors in locally linear embedding

Andrés Marino Álvarez-Meza, Juliana Valencia-Aguirre, Genaro Daza-Santacoloma et al. · Pattern Recognition Letters · 2011 · 44 citations

Engineering, Graph Theory, Machine Learning +9

Multi-channel low-cost light spectrum measurement using a multilayer perceptron

Juan Botero-Valencia, Juliana Valencia-Aguirre, Dorukalp Durmus et al. · Energy and Buildings · 2019 · 35 citations · Full text

Photonics, Engineering, Optical Properties +5

A low-cost IoT multi-spectral acquisition device

Juan Botero-Valencia, Juliana Valencia-Aguirre, Dorukalp Durmus · HardwareX · 2021 · 19 citations · Full text

Portable low-cost IoT hyperspectral acquisition device for indoor/outdoor applications

Juan Botero-Valencia, Juliana Valencia-Aguirre · HardwareX · 2021 · 18 citations · Full text

A low-cost system for real-time measuring of the sunlight incident angle using IoT

Juan Botero-Valencia, Juliana Valencia-Aguirre, Daniel González Montoya et al. · HardwareX · 2022 · 11 citations · Full text

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