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The Image Data Explorer: Interactive exploration of image-derived data
Many bioimage analysis projects produce quantitative descriptors of regions of interest in images. Associating these descriptors with visual characteristics of the objects they describe is a key step in understanding the data at hand.
Muller, Coralie +4 more
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Red-bed soft rock, characterized by the gentle slope, low intensity, and weak weathering resistance, is widely distributed over the Eastern Sichuan Province, China, threatening many lives of people, economy development, and urbanization progress. In this
Zhao Miao, Panpan Tang, Yong Zhang
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Whistler-mode waves in the inner magnetosphere cause electron precipitation in the atmosphere through the physical process of pitch-angle diffusion. The computation of pitch-angle diffusion relies on quasi-linear theory and becomes time-consuming as soon
G. Kluth +8 more
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Quasar: Easy Machine Learning for Biospectroscopy
Data volumes collected in many scientific fields have long exceeded the capacity of human comprehension. This is especially true in biomedical research where multiple replicates and techniques are required to conduct reliable studies.
Marko Toplak +3 more
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Machine Learning and data mining tools applied for databases of low number of records
The use of data mining and machine learning tools is becoming increasingly common. Their usefulness is mainly noticeable in the case of large datasets, when information to be found or new relationships are extracted from information noise.
Hubert Anysz
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Credit scoring methods aim to assess the default risk of a potential borrower. This involves typically the calculation of a credit score and the estimation of the probability of default.
Müller, Marlene, Härdle, Wolfgang
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Search, access, and explore life science nanopublications on the Web [PDF]
Nanopublications are Resource Description Framework (RDF) graphs encoding scientific facts extracted from the literature and enriched with provenance and attribution information.
Fabio Giachelle +2 more
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Into the Noddyverse: a massive data store of 3D geological models for machine learning and inversion applications [PDF]
Unlike some other well-known challenges such as facial recognition, where machine learning and inversion algorithms are widely developed, the geosciences suffer from a lack of large, labelled data sets that can be used to validate or train robust machine
M. Jessell +16 more
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The National Children's Study (NCS) Archive was created as a repository of samples, data, and information from the NCS Vanguard Study—a longitudinal pregnancy and birth cohort evaluating approaches to study influence of environmental exposures on child ...
Peter K. Gilbertson +6 more
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A Hybrid Information Mining Approach for Knowledge Discovery in Cardiovascular Disease (CVD)
The healthcare ambit is usually perceived as “information rich” yet “knowledge poor”. Nowadays, an unprecedented effort is underway to increase the use of business intelligence techniques to solve this problem.
Stefania Pasanisi, Roberto Paiano
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