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Segmentation is often a critical step in image analysis. Microscope image components show great variability of shapes, sizes, intensities and textures. An inaccurate segmentation conditions the ulterior quantification a...

En esta tesis se realiza un estudio para reducir el número de medidores que se necesitan para implementar controladores en convertidores AC-DC. Además, se investiga la aplicación de estrategias de control no lineal co...

"This thesis investigates the application of machine learning methods to the task of deforestation monitoring using time-series satellite data. The objective is to assess how different algorithmic approaches perform in d...

"The statistical properties of Synthetic Aperture Radar (SAR) image texture reveal useful target characteristics. It is well-known that these images are affected by speckle and prone to extreme values due to double bounc...

El control del ruido en ambientes industriales se ha convertido en una actividad profesional de creciente importancia. En muchos casos, las soluciones técnicas involucradas poseen un alto costo, motivo por el cual se ...

"Identificar la actividad cerebral epiléptica utilizando señales de electroencefalografía (EEG) en tiempo real es un problema difícil. Los métodos modernos de detección basados en técnicas avanzadas de aprendizaje...

"Numerous parameter estimation techniques exist for characterizing the arterial system using electrical circuit analogs. However, they are often limited by their requirements and usually high computational burdain. There...

Anomaly detection is an important problem that has been researched within diverse research areas and application domains. Many anomaly detection techniques have been specifically developed for certain application domains...

(NOTE: Each chapter begins with an Introduction, and concludes with Exercises and References.) I. GETTING STARTED. 1. Aspects of Multivariate Analysis. Applications of Multivariate Techniques. The Organization of Data. D...

With its theoretical basis firmly established in molecular evolutionary and population genetics, the comparative DNA and protein sequence analysis plays a central role in reconstructing the evolutionary histories of spec...

Variable selection is fundamental to high-dimensional statistical modeling, including nonparametric regression. Many approaches in use are stepwise selection procedures, which can be computationally expensive and ignore ...

Abstract Principal component analysis (PCA) is a multivariate technique that analyzes a data table in which observations are described by several inter‐correlated quantitative dependent variables. Its goal is to extrac...

Materias / palabras clave: modeling, algorithms, simulations, software; Science: Mathematics: Instruments and machines: Electronic computers. Computer science

Materias / palabras clave: artificial intelligence in architecture, theory of computation, computational design, generative approaches, computational models and tools, fabrication techniques; Fine Arts: Architecture: Architectural drawing and desi...

Materias / palabras clave: numerical methods, computational techniques applied to em field problems, coupled field problems, optimization techniques, propagation and diffraction; Science: Physics: Electricity and magnetism

Materias / palabras clave: non-linear phenomena, computational techniques, differential equations; Science: Mathematics

Materias / palabras clave: non-linear phenomena, computational techniques, differential equations; Science: Mathematics

Materias / palabras clave: antenna theory and practice, electromagnetic compatibility, microwave theory and techniques, computational electromagnetics, photonics, magnetic materials and technologies; Science: Physics: Electricity and magnetism

Materias / palabras clave: wireless communication, intelligent computing, signal processing techniques, smart vehicular communication, computational network analysis, smart sensor technology; Science: Mathematics: Instruments and machines: Electro...

Materias / palabras clave: research methods, method development, experimental protocols, laboratory techniques, computational methods, analytical techniques; Science