Extreme Value Theory - an overview | ScienceDirect Topics
Dec 31, 2018 · Extreme Value Theory - an overview | ScienceDirect Topics
Extreme Value Theory in Engineering - ScienceDirect
This book is a comprehensive guide to extreme value theory in engineering. Written for the end user with intermediate and advanced statistical knowle...
An improved method of extreme value analysis - ScienceDirect
Jan 1, 2019 · An improved method to estimate the probability of extreme events from independent observations is presented. The method, called VWLS, is based on mini…
Integrating machine learning and extreme value theory for estimating ...
Dec 1, 2024 · Traffic conflict techniques rely heavily on the proper identification of conflict extremes, which directly affects the prediction performance of extre…
Ch. 17. Extreme value theory, models and simulation
Jan 1, 2003 · Extreme value theory concerns the behavior of the extremes of a process or processes. The fundamentals of this probabilistic theory have been known si…
Assessing traffic conflict/crash relationships with extreme value ...
Sep 1, 2023 · With proactive safety assessment gaining significant attention in the literature, the relationship between traffic conflicts (which form the underpinn…
Short-term regional wind power forecast method based on hierarchical ...
Oct 1, 2025 · The total potential of wind power generation in the jurisdiction attracts more attention compared to an individual wind farm from the prospect of powe…
A cross-comparison of different extreme value modeling techniques for ...
Dec 1, 2024 · Extreme Value Theory (EVT) models have recently gained increasing popularity for crash risk estimation using traffic conflict data. Extreme value mode…
A hybrid modelling framework of machine learning and extreme value ...
Dec 1, 2022 · Extreme value theory is the state-of-the-art modelling technique for estimating crash risk from traffic conflicts, with two different sampling techniq…
Revisiting the hybrid approach of anomaly detection and extreme …
May 1, 2024 · Pedestrians represent a group of vulnerable road users who are at a higher risk of sustaining severe injuries than other road users. As such, proactiv…