Sfoglia per Soggetto "Data reduction"
Items 1-14 di 14
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Afforestation of agricultural land as a measure of management and development of rural areas
(2003)The key measures for the environmental protection of agricultural land in the EEC countries, constitute accompanying measures of reformed Common Agricultural Policy. These measures concern the Reg. 2078/92/EEC about "crop ... -
AMiner Citation-Data Preprocessing for Recommender Systems on Scientific Publications
(2021)Recommender Systems (RS) are used to find user's interested items among a huge amount of digital information, recently called Big Data, with the purpose of making valuable personalized recommendations. These systems use ... -
Biomedical Data Ensemble Classification using Random Projections
(2019)Biomedicine is undergoing a revolution driven by the explosion of biomedical data, which are generated by emerged medical imaging, sensor technologies and high-throughput technologies. An indicative example is the single ... -
Computer-based methods in environmental data organization and management
(2000)The protection of the environment is one of the main problems that mankind faces today. Recent advances in computer technology have assisted environmental studies towards this direction, in various scientific approaches. ... -
Context-based storage management for wearable and portable devices
(2005)In our information-rich world, managing the data we collect is becoming a significant bottleneck for users. This issue has triggered considerable research in so-called semantic file systems, relying on the attachment of ... -
Design architecture of a data driven environment for multiphysics applications
(2003)The design architecture of a multidisciplinary problem-solving environment (MPSE) for supporting an efficient prediction capability for the response of continuous interacting systems under multiphysics conditions is ... -
DHLAS: A web-based information system for statistical genetic analysis of HLA population data
(2007)DHLAS (database HLA system) is a user-friendly, web-based information system for the analysis of human leukocyte antigens (HLA) data from population studies. DHLAS has been developed using JAVA and the R system, it runs ... -
An Ensemble Interpretable Machine Learning Scheme for Securing Data Quality at the Edge
(2020)Data quality is a significant research subject for any application that requests for analytics to support decision making. It becomes very important when we focus on Internet of Things (IoT) where numerous devices can ... -
GisTool: An integrated environment for GIS data management
(2000)The enormous advances in information technology and telecommunications have taken management information systems literally to another dimension. Today, the applications for geographical information management are various ... -
Multi-objective parameter identification in structural dynamics
(2003)The structural identification problem is formulated in a multi-objective context that allows the simultaneous minimization of the various objectives related to the fit between measured and model predicted data. Thus, the ... -
On the potential of dynamic sub-structuring methods for model updating
(2019)While purely data-driven assessment is feasible for the first levels of the Structural Health Monitoring (SHM) process, namely damage detection and arguably damage localization, this does not hold true for more advanced ... -
Recent Dimensionality Reduction Techniques for High-Dimensional COVID-19 Data
(2022)We are going through the last years of the COVID-19 pandemic, where almost the entire research community has focused on the challenges that constantly arise. From the computational and mathematical perspective, we have to ... -
Remotely-Sensed innovative approach for the cumulative meteorological effects on cotton production
(2004)In this study an innovative approach for investigating the accumulated meteorological effects on cotton production during the growing season is presented. The quantification of the meteorological effects is based on the ... -
A scientist's impact over time: The predictive power of clustering with peers
(2016)The identification of latent patterns in big scholarly data that concern the performance of researchers is a significant task because it can potentially impact scien-tific careers since they are based in funding and ...