Understanding Multivariate Models: Forecasting Investment Outcomes

Discover how multivariate models use multiple variables for investment forecasting, risk analysis, and decision-making in ...
IEEE

Anomaly Detection Based on Temporal Attention Network With Adaptive Threshold Adjustment for Electrical Submersible Pump

Abstract: Accurate anomaly detection is critical for the electrical submersible pump (ESP) safety monitoring. Nevertheless, the multivariate, nonlinear, and dynamic nature of the ESP data poses ...
IEEE

Temporal Convolutional Kolmogorov–Arnold Networks-Based Multivariate Regression for Unmanned Aerial Vehicle Flight Data Anomaly Detection and Recovery

Abstract: With the rapid development and wide application of unmanned aerial vehicles (UAVs), concerns about their safety and reliability are increasing. Anomaly detection of flight data and ...
Psychology Today

The 5 Brain Epochs: Development From Birth to Old Age

We have many models of human development, from personality and psychosocial ones to those based on neuroscientific and developmental research. Freud (1937), envisioning a scientific model for ...