Mechanical MNIST: A benchmark dataset for mechanical metamodels
Sign Up to like & getrecommendations! Published in 2020 at "Extreme Mechanics Letters"
DOI: 10.1016/j.eml.2020.100659
Abstract: Abstract Metamodels, or models of models, map defined model inputs to defined model outputs. Typically, metamodels are constructed by generating a dataset through sampling a direct model and training a machine learning algorithm to predict… read more here.
Keywords: metamodel; model; benchmark dataset; benchmark ... See more keywords
A heterogeneous benchmark dataset for data analytics: Multiphase flow facility case study
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Process Control"
DOI: 10.1016/j.jprocont.2019.04.009
Abstract: Abstract Improvements in sensing, connectivity and computing technologies mean that industrial processes now generate data from a variety of disparate sources. Data may take a number of forms, from time-domain signals, sampled at various rates… read more here.
Keywords: multiphase flow; benchmark dataset; dataset; heterogeneous benchmark ... See more keywords
An Indoor Crowd Movement Trajectory Benchmark Dataset
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Reliability"
DOI: 10.1109/tr.2021.3109122
Abstract: In recent years, technologies of indoor crowd positioning and movement data analysis have received widespread attention in the fields of reliability management, indoor navigation, and crowd behavior monitoring. However, only a few indoor crowd movement… read more here.
Keywords: movement; benchmark dataset; dataset; movement trajectory ... See more keywords
A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network
Sign Up to like & getrecommendations! Published in 2021 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1009180
Abstract: Broad scale remote sensing promises to build forest inventories at unprecedented scales. A crucial step in this process is to associate sensor data into individual crowns. While dozens of crown detection algorithms have been proposed,… read more here.
Keywords: dataset; benchmark dataset; crown detection; evaluation ... See more keywords
An Entropy-Based Method with a New Benchmark Dataset for Chinese Textual Affective Structure Analysis
Sign Up to like & getrecommendations! Published in 2023 at "Entropy"
DOI: 10.3390/e25050794
Abstract: Affective understanding of language is an important research focus in artificial intelligence. The large-scale annotated datasets of Chinese textual affective structure (CTAS) are the foundation for subsequent higher-level analysis of documents. However, there are very… read more here.
Keywords: affective structure; structure; new benchmark; benchmark dataset ... See more keywords
Panta Rhei benchmark dataset: socio-hydrological data of paired events of floods and droughts
Sign Up to like & getrecommendations! Published in 2023 at "Earth System Science Data"
DOI: 10.5194/essd-15-2009-2023
Abstract: Abstract. As the adverse impacts of hydrological extremes increase in many regions of the world, a better understanding of the drivers of changes in risk and impacts is essential for effective flood and drought risk… read more here.
Keywords: paired events; hydrological data; benchmark dataset; socio hydrological ... See more keywords