Optimization problems involving minimization of a rank-one convex function over constraints modeling restrictions on the support of the decision variables emerge in various machine learning applications. These problems are often modeled with indicator variables for identifying the support of the continuous ...
The fit function fits a configured one-class support vector machine (SVM) model for incremental anomaly detection (incrementalOneClassSVM object) to streaming data. To fit a one-class SVM model to an entire batch of data at once, see ocsvm.Mdl...
Call Pull (Call Retrieve) The Call Pull function enables a user to retrieve an active call on any of their shared telephony endpoints or devices through the UC-One Connect Mobile client. Using the dedicated "Pull Call" option in the Call screen is equivalent to dialing the *11 (default) ...
Site-to-bedrock over 1D transfer function ratio: An indicator of the proportion of edge-generated surface waves? We study multi-dimensional site effects in the small-size deep sediment filled basin of Grenoble (French Alps). A very dense array composed of 3-component ... C Cornou,PY Bard ...
The fundamental theory for pore pressure prediction is based on Biot’s and Terzaghi’s effective law31,32. This theory indicates that pore pressure\({P}_{p}\)in the formation is a function of total stress or overburden stress (see Eq. (2)) and the effective vertical stress,\({\sigma...
image augmentation was performed with multiple transformations including flipping, cropping, affine transformations, and linear contrast enhancement. The loss function used during training was an adapted version of the focal Tversky loss45,46, which is designed to handle imbalanced classes and allows caref...
The anova1 function treats the columns that have the same group name as part of the same group. Note anova1 ignores any NaN values in y. Also, if group contains empty or NaN values, anova1 ignores the corresponding observations in y. The anova1 function performs balanced ANOVA if each ...
On the subsequent test day, we used context-evoked freez- ing as a measure of context conditioning and found the well-known inverted V-shaped lSI function. We also found that conditioned freezing for the shortest lSI values was concentrated early in the test session, whereas freezing at longer...
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Cellular function varies with cell type and environment and differences in cell function can largely be characterized by gene expression profiles [1,2]. The analysis of gene expression data has become a standard for studying differences in cells and tissues, partly driven by advances in next-genera...