Browsing Departamento de Ciencia de la Computación e Inteligencia Artificial by Title
Now showing items 145-164 of 334
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Fiducial objects: custom design and evaluation
(MDPI, 2023)Camera pose estimation is vital in fields like robotics, medical imaging, and augmented reality. Fiducial markers, specifically ArUco and Apriltag, are preferred for their efficiency. However, their accuracy and viewing ... -
Fisher Motion Descriptor for Multiview Gait Recognition
(2017)The goal of this paper is to identify individuals by analyzing their gait. Instead of using binary silhouettes as input data (as done in many previous works) we propose and evaluate the use of motion descriptors based on ... -
FLAS: A combination of proactive and reactive auto-scaling architecture for distributed services
(Elsevier, 2021)Cloud computing has established itself as the support for the vast majority of emerging technologies, mainly due to the characteristic of elasticity it offers. Auto-scalers are the systems that enable this elasticity by ... -
Fostering Inclusion: A Virtual Reality Experience to Raise Awareness of Dyslexia-Related Barriers in University Settings
(MDPI, 2025)This work introduces the design, implementation, and validation of a virtual reality (VR) experience aimed at promoting the inclusion of individuals with dyslexia in university settings. Unlike traditional awareness methods, ... -
From SLA to vendor-neutral metrics: An intelligent knowledge-based approach for multi-cloud SLA-based broker
(Wiley, 2021)Cloud computing has been consolidated as a support for the vast majority of current and emerging technologies. However, there are some barriers that prevent the exploitation of the full potential of this technology. First, ... -
Fusion of standard and ordinal dropout techniques to regularise deep models
(Elsevier, 2024)Dropout is a popular regularisation tool for deep neural classifiers, but it is applied regardless of the nature of the classification task: nominal or ordinal. Consequently, the order relation between the class labels of ... -
GEML: A grammar-based evolutionary machine learning approach for design-pattern detection
(Elsevier, 2021)Design patterns (DPs) are recognised as a good practice in software development. However, the lack of appropriate documentation often hampers traceability, and their benefits are blurred among thousands of lines of code. ... -
Grammar-based evolutionary approach for automated workflow composition with domain-specific operators and ensemble diversity
(Elsevier, 2024)The process of extracting valuable and novel insights from raw data involves a series of complex steps. In the realm of Automated Machine Learning (AutoML), a significant research focus is on automating aspects of this ... -
Graph-Based Feature Selection Approach for Molecular Activity Prediction
(ACS, 2022)In the construction of QSAR models for the prediction of molecular activity, feature selection is a common task aimed at improving the results and understanding of the problem. The selection of features allows elimination ... -
Graph-Based Feature Selection Approach for Molecular Activity Prediction
(American Chemical Society, 2022)In the construction of QSAR models for the prediction of molecular activity, feature selection is a common task aimed at improving the results and understanding of the problem. The selection of features allows elimination ... -
Handling imbalanced medical datasets: review of a decade of research
(Springer, 2024)Machine learning and medical diagnostic studies often struggle with the issue of class imbalance in medical datasets, complicating accurate disease prediction and undermining diagnostic tools. Despite ongoing research ... -
Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization
(Elsevier, 2020)The wide availability of specific courses together with the flexibility of academic plans in university studies reveal the importance of Recommendation Systems (RSs) in this area. These systems appear as tools that help ... -
Herramienta Autor para la Gestión de Tests Informatizados dentro del Sistema AHA!
(Universidad de Castilla-La Mancha, Escuela Superior de Informática, 2006)En este artículo presentamos Test Editor, una herramienta autor para la construcción de test informatizados, tanto clásicos como adaptativos, a través del Web. Esta herramienta facilita el desarrollo y mantenimiento de ... -
Higher education institutions to promote a lifelong learning strategy
(IATED, 2019)In today’s society students and graduates are demanded to be equipped with two fundamental attitudes. The first is being active learners enrolled in all different activities related to Active Learning that have place at ... -
HistoNFC: An innovative tool for the practical teaching of histology using NFC technology
(Wiley, 2019)Despite the development of mobile device technology over recent years, its application in the field of teaching has not yet had aparallel development. For the past two decades teaching subjects such as histology has undergone ... -
Human interaction categorization by using audio-visual cues
(Springer Nature, 2013)Human Interaction Recognition (HIR) in uncontrolled TV video material is a very challenging problem because of the huge intra-class variability of the classes (due to large differences in the way actions are performed, ... -
Hybridization of evolutionary algorithms and local search by means of a clustering method
(IEEE, 2006)This paper presents a hybrid evolutionary algorithm (EA) to solve nonlinear-regression problems. Although EAs have proven their ability to explore large search spaces, they are comparatively inefficient in fine tuning the ... -
Hyperparameter optimization in machine learning models: an approach based on evolutionary computation
(Universidad de Córdoba, UCOPress, 2024)Los conceptos de Inteligencia Artificial (Artificial Intelligence - AI) y Aprendizaje Automático (Machine Learning - ML) han despertado gran interés en los últimos años. El avance de la tecnología permite que cada vez haya ... -
Implantando métodos y técnicas profesionales en la enseñanza práctica. Aprendiendo por simulación
(Consejo Social de la Universidad de Córdoba, 2010) -
Improvement of small wind turbine control in the transition region
(MDPI, 2020)Wind energy conversion systems are very challenging from the control system viewpoint. The control difficulties are even more challenging when wind turbines are able to operate at variable speed and variable pitch. The ...