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Text Mining y Medicina: Una aproximación a la detección temprana de enfermedades
(Universidad de Córdoba, UCOPress, 2020)
El futuro próximo de los servicios sanitarios vendrá marcado por el envejecimiento de la población y la cronicidad de las enfermedades. Junto a los cambios demográficos y sociales, se está produciendo un claro aumento de ...
New challenges on associative classification: Big Data and applications
(Universidad de Córdoba, UCOPress, 2020)
La clasificación asociativa surge como resultado de la unión de dos importantes ámbitos del aprendizaje automático. Por un lado la tarea descriptiva de extracción de reglas de asociación, como mecanismo para obtener ...
Multi-label classification models for heterogeneous data: an ensemble-based approach
(Universidad de Córdoba, UCOPress, 2020)
In recent years, the multi-label classification task has gained the attention of the scientific community given its ability to solve real-world problems where each instance of the dataset may be associated with several ...
Evaluacion biomecánica de la musculatura lumbar en pacientes con espondiloartritis axial y espondiloartritis juvenil
(Universidad de Córdoba, UCOPress, 2020)
En la EspAx, la presencia de dolor lumbar inflamatorio es un síntoma clave para su diagnóstico. Sin embargo, la aplicación de criterios clínicos que pueden no estar bien definidos en las primeras etapas puede dificultar ...
Minería de datos sobre objetos de aprendizaje
(Universidad de Córdoba, UCOPress, 2020)
La reutilización es uno de los conceptos clave dentro de ingeniería del software, ya que permite racionalizar y agilizar el desarrollo de sistemas basándose en el aprovechamiento de componentes ya desarrollados y probados. ...
Treatment and representation of verb collocations in the specialized language of adventure tourism
(Universidad de Córdoba, UCOPress, 2021)
A collocation is considered a frequent co-occurrence of two words which hold a syntactic relationship and whose elements enjoy a different status. Given their perception as a unit in language, access to the prominent word ...
Design, Validity, and Reliability of a New Test, Based on an Inertial Measurement Unit System, for Measuring Cervical Posture and Motor Control in Children with Cerebral Palsy
(MDPI, 2020)
Objective: The aim of this study was to design and propose a new test based on inertial measurement unit (IMU) technology, for measuring cervical posture and motor control in children with cerebral palsy (CP) and to evaluate ...
Paravertebral Muscle Mechanical Properties and Spinal Range of Motion in Patients with Acute Neck or Low Back Pain: A Case-Control Study
(MDPI, 2021)
Our aims were to identify potential differences in muscle mechanical properties (MMPs) of cervical and lumbar tissues and in spinal range of motion (ROM) between patients with acute low back pain (LBP) or acute neck pain ...
Measuring Spinal Mobility Using an Inertial Measurement Unit System: A Validation Study in Axial Spondyloarthritis
(MDPI, 2020)
Portable inertial measurement units (IMUs) are beginning to be used in human motion analysis. These devices can be useful for the evaluation of spinal mobility in individuals with axial spondyloarthritis (axSpA). The ...
Towards Portability of Models for Predicting Students’ Final Performance in University Courses Starting from Moodle Logs
(MDPI, 2020)
Predicting students’ academic performance is one of the older challenges faced by the educational scientific community. However, most of the research carried out in this area has focused on obtaining the best accuracy ...