Listar LSI_Articles por título
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Back propagation with balanced MSE cost Function and nearest neighbor editing for handling class overlap and class imbalance
Springer (2011)The class imbalance problem has been considered a critical factor for designing and constructing the supervised classifiers. In the case of artificial neural networks, this complexity negatively affects the generalization ... -
Beyond data collection: Objectives and methods of research using VGI and geo-social media for disaster management
Elsevier (2016)This paper investigates research using VGI and geo-social media in the disaster management context. Relying on the method of systematic mapping, it develops a classification schema that captures three levels of main ... -
Bidirectional convolutional LSTM for the prediction of nitrogen dioxide in the city of Madrid
PLoS (2022-06-01)Nitrogen dioxide is one of the pollutants with the most significant health effects. Advanced information on its concentration in the air can help to monitor and control further consequences more effectively, while also ... -
BioUSeR: a semantic-based tool for retrieving Life Science web resources driven by text-rich user requirements
BioMed Central (2013)Background: OpenmetadataregistriesareafundamentaltoolforresearchersintheLifeSciencestryingtolocate resources. While most current registries assume that resources are annotated with well-structured metadata, evidence shows ... -
Bitter, Sweet, Salty, Sour and Umami Taste Perception Decreases with Age: Sex-Specific Analysis, Modulation by Genetic Variants and Taste-Preference Associations in 18 to 80 Year-Old Subjects
MDPI (2018)There is growing interest in relating taste perception to diet and healthy aging. However, there is still limited information on the influence of age, sex and genetics on taste acuity as well as on the relationship between ... -
Blockchain technology and the sustainable development goals
Publicaciones DYNA (2022-11)Blockchain is an emerging technology from the Fourth Industrial Revolution that has the potential to be applied to different sectors and address issues related to sustainability. However, research on Blockchain has tended ... -
Bounds on Stability and Latency in Wireless Communication
IEEE (2010)In this paper, we study stability and latency of routing in wireless networks where it is assumed that no collision will occur. Our approach is inspired by the adversarial queuing theory, which is amended in order to model ... -
Building Data Warehouses with Semantic Web Data
Elsevier (2012)The Semantic Web (SW) deployment is now a realization and the amount of semantic annotations is ever increasing thanks to several initiatives that promote a change in the current Web towards the Web of Data, where the ... -
Candidate Gene and Genome-Wide Association Studies for Circulating Leptin Levels Reveal Population and Sex-Specific Associations in High Cardiovascular Risk Mediterranean Subjects
MDPI (2019)Leptin is a hormone crucial in the regulation of food intake and body-weight maintenance. However, the genes and gene variants that influence its plasma levels are still not well known. Results of studies investigating ... -
Characterizing the relationship between land use land cover change and land surface temperature
Elsevier (2017-02)Exploring changes in land use land cover (LULC) to understand the urban heat island (UHI) effect is valuable for both communities and local governments in cities in developing countries, where urbanization and industrialization ... -
Chronological age interacts with the circadian melatonin receptor 1b gene variation, determining fasting glucose concentrations in mediterranean populations. Additional analyses on type-2 diabetes risk
MDPI (2020-11-01)Gene-age interactions have not been systematically investigated on metabolic phenotypes and this modulation will be key for a better understanding of the temporal regulation in nutrigenomics. Taking into account that ... -
Circulating adiponectin and Its association with metabolic traits and Type 2 Diabetes: gene-diet interactions focusing on selected gene variants and at the genome-wide level in high-cardiovascular risk mediterranean subjects
MDPI (2021-02-07)Adiponectin is gaining renewed interest since, in addition to its possible protective role against insulin resistance and arteriosclerosis, recent studies suggest other additional favorable effects. However, the influence ... -
Citizen-based sensing of crisis events: sensor web enablement for volunteered geographic information
Springer Verlag (2011-07-19)Thanks to recent convergence of greater access to broadband connections, the availability of Global Positioning Systems in small packages at affordable prices and more participative forms of interaction on the Web (Web ... -
Citizen-Centric Data Services for Smarter Cities
Elsevier (2016-10-31)Smart Cities use Information and Communication Technologies (ICT) to manage more efficiently the resources and services offered by a city and to make them more approachable to all its stakeholders (citizens, companies and ... -
Classification of high dimensional and imbalanced hyperspectral imagery data
Springer (2011)The present paper addresses the problem of the classification of hyperspectral images with multiple imbalanced classes and very high dimensionality. Class imbalance is handled by resampling the data set, whereas PCA is ... -
CLOCK gene variation is associated with incidence of type-2 diabetes and cardiovascular diseases in type-2 diabetic subjects: dietary modulation in the PREDIMED randomized trial
BioMed Central (2016-01)Background Circadian rhythms regulate key biological processes influencing metabolic pathways. Disregulation is associated with type 2 diabetes (T2D) and cardiovascular diseases (CVD). Circadian rhythms are generated by ... -
Cluster validation using information stability measures
Elsevier (2010)In this work, a novel technique to address the problem of cluster validation based on cluster stability properties is presented. The stability index here proposed is based on the variation on some information measures over ... -
Collaboration or competition: The impact of incentive types on urban cycling
Taylor & Francis (2019-07)Bicycling is an important mode of transport for cities and many cities are interested in promoting its uptake by a larger portion of the population. Several cycling mobile applications primarily rely on competition as a ... -
Collaborative Indoor Positioning Systems: A Systematic Review
MDPI (2021)Research and development in Collaborative Indoor Positioning Systems (CIPSs) is growing steadily due to their potential to improve on the performance of their non-collaborative counterparts. In contrast to the outdoors ... -
Comparing the Performance of Indoor Localization Systems through the EvAAL Framework
MDPI (2017)In recent years, indoor localization systems have been the object of significant research activity and of growing interest for their great expected social impact and their impressive business potential. Application areas ...