Author

Jaime David Camacho Castillo

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Review Open access Sep 2026

Análisis De Sentimiento y Minería De Opiniones En Entornos Digitales Mediante Deep Learning: evolución desde modelos secuenciales hasta modelos de lenguaje de gran escala (LLMs)

Sentiment analysis in digital environments has undergone a rapid methodological evolution, transitioning from classic sequential models to deep learning architectures capable of understanding profound human linguistic context. To examine this progression, a systematic review was conducted applying the PRISMA protocol,...

Jaime David Camacho Castillo, Ciro Leonidas Flores Arcos, Miguel Ángel Tierra Moyon et al. · Tesla Revista Científica · 0 citations

Review Open access Sep 2026

Impacto de las estrategias de preprocesamiento de datos en la precisión de algoritmos de regresión lineal

Data preprocessing is a crucial stage in the performance of linear regression models, where data quality including the handling of missing values, outlier detection, normalization, and variable encoding directly influences the predictive capability of machine learning algorithms. This systematic review, conducted under...

Jaime David Camacho Castillo, Mauricio Alexander Álvarez Ortega, Iván Alejandro Daqui Cabezas et al. · Tesla Revista Científica · 0 citations