data miningObjective:To explore the prescription patterns of different dosage forms of Chinese herbal medicines(CHMs)for the treatment of rheumatoid arthritis(RA)and their effects on immune-inflammatory indices.
Performance of the proposed solution is evaluated experimentally on real server log data. The hypothesis behind our experiments is that representing user sessions with the most relevant features allows an ML method to discover hidden patterns in sessions of bots and humans of different types without ...
Data Science Debuggers Databases Databases Development PostgreSQL Demoscene Design Patterns Digital Signal Processing Distributed Systems Electronics Emulators and Virtual Machines Game Programming Game Engines Game Physics Geographic Information Systems GUI Programming Hardware Logical Games Low Level Stuff Math...
We found that parents with low parental efficacy were more likely to give their children all three kinds of screen devices, among which TV and tablet were detrimental to home literacy practices whereas computers, like books, were complementary to home literacy practices. Latent profile analysis ...
Motor Imagery is a classical method of Brain Computer Interaction, in which electroencephalogram (EEG) signal features evoked by the imaginary body movements are recognized, and relevant information is extracted. Recently, various deep learning methods a
The training data often contains outliers or represents misleading patterns in the data. Fitting the training data with such irregularities to deeply cause the model to lose its generalization. The model performs very well on the training set but not so good on the test set. As we can see on...
XRD patterns of coarse sand, fine sand, silt, and clay soil particles after passivator treatments. (1: quart, 2: feldspar, 3: mica, 4: zeolite, 5: illite, 6: chlorite, 7: calcite) (Origin 2019b). (CK: control check, GM: goat manure, L: Ca(OH)2, P: Ca(H2PO4)·2H2O, GL...
like the Lomb-Scargle periodograms [33,34] that can assess periodic behaviors (akin to Fourier analysis [35]) even in the presence of missing data and unequal sampling frequencies. Unfortunately, the embedding plot did not reveal any clear patterns, with the exception that the control (no-tau...
Both methods together allow a reliable evaluation of a model’s performance. All models show good results for consecutive days with similar patterns. Results are different when the weather changes substantially in comparison to the day before, e.g. in case of a temperature drop. In this ...
The different goal and cognitive demands of each condition might prompt different types of eye movements in the planning versus the control condition which in turn could induce different patterns of oscillatory activity (Staudigl et al., 2017; Thaler et al., 2013). In order to address this iss...