Alternatively, data from all transducers can be used while limiting the focal depth, allowing more transmit-receive pulses to ...

Interpretability of Support Vector Machine (SVM) or Neural Networks (NN) models, examples of black-box models, is a field of study that has recently gained attention, especially for the significant ...

treehfd is a Python module to compute the Hoeffding functional decomposition of XGBoost models (Chen and Guestrin, 2016) with dependent input variables, using the TreeHFD algorithm. This decomposition ...

Living in a tiny home is not just an alternative housing option; it's a lifestyle choice that champions freedom, simplicity, and sustainability. And when it comes to tiny house designs, we believe the ...

Abstract: This article proposes methods for reachability analysis of nonlinear systems, including those in closed loop with nonlinear controllers such as neural networks. The methods combine hybrid ...

Abstract: Functional data have been gaining increasing popularity in the field of time series analysis. However, so far modeling heterogeneous multivariate functional time series remains a research ...

The summer before seventh grade deviates from Frani Gonzalez’s expectations in this distinctively eerie adventure by Cuevas (Mari and the Curse of El Cocodrilo). Frani—who lives on a “body farm” with ...

GRAHAME GIDDINGS was born on Valentine’s Day in 1952. Nobody knows when he died. He had not been seen in weeks when police forced their way into his north London home on December 28th 2023. Unopened ...

Forbes contributors publish independent expert analyses and insights. Mark Travers writes about the world of psychology. Here are three transformative practices to break free from the cycle of ...