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Artículo
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Digital health and care study on elderly monitoring
(MDPI, 2021)
Sustainable technologies are being increasingly used in various areas of human life. While they have a multitude of benefits, they are especially useful in health monitoring, especially for certain groups of people, such ...
Artículo
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Enhancing object detection for autonomous driving by optimizing anchor generation and addressing class imbalance
(ScienceDirect, 2021-08-18)
Object detection has been one of the most active topics in computer vision for the past years. Recent works have mainly focused on pushing the state-of-the-art in the general-purpose COCO benchmark. However, the use of ...
Artículo
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Energy efficient adaptation engines for android applications
(Elsevier, 2020)
Context The energy consumption of mobile devices is increasing due to the improvement in their components (e.g., better processors, larger screens). Although the hardware consumes the energy, the software is responsible ...
Ponencia
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Towards a Taxonomy of Cognitive RPA Components
(Springer, 2020)
Robotic Process Automation (RPA) is a discipline that is increasingly growing hand in hand with Artificial Intelligence (AI) and Machine Learning enabling the so-called cognitive automation. In such context, the existing ...
Artículo
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ViolenceNet: Dense Multi-Head Self-Attention with Bidirectional Convolutional LSTM for Detecting Violence
(MDPI, 2021)
Introducing efficient automatic violence detection in video surveillance or audiovisual content monitoring systems would greatly facilitate the work of closed-circuit television (CCTV) operators, rating agencies or those ...
Ponencia
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Automated Generation of Metamorphic Relations for Query-Based Systems
(IEEE Computer Society, 2022)
Searching and displaying data based on user queries is a pervasive feature of most software applications such as information systems, web portals, and web APIs. The large volume of data managed by these types of systems, ...
Artículo
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On the synthesis of metadata tags for HTML files
(Wiley, 2020)
RDFa, JSON-LD, Microdata, and Microformats allow to endow the data in HTML files with metadata tags that help software agents understand them. Unluckily, there are many HTML files that do not have any metadata tags, which ...
Artículo
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Estimation of Sleep Stages Analyzing Respiratory and Movement Signals
(IEEE, 2021-07)
The scoring of sleep stages is an essential part of sleep studies. The main objective of this research is to provide an algorithm for the automatic classification of sleep stages using signals that may be obtained in a ...
Tesis Doctoral
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An agile innovation capability maturity framework to enhance public funding on ICT organizations
(2023-11-14)
The present thesis introduces an innovative approach to addressing public funding challenges for innovation in Information and Communication Technology (ICT) companies. Innovation, characterized by its chaotic, ubiquitous, ...
Ponencia
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Analyzing How Process Mining Reports Answer Time Performance Questions
(Springer, 2022)
The advances in process mining have provided process ana lysts with a plethora of different algorithms and techniques that can be used for different purposes. Previous research has studied the relation ship between these ...