This content will become publicly available on June 1, 2025
An automated machine learning approach for detecting anomalous peak patterns in time series data from a research watershed in the northeastern United States critical zone
- Award ID(s):
- 2012123
- PAR ID:
- 10511195
- Publisher / Repository:
- elsevier
- Date Published:
- Journal Name:
- Machine Learning with Applications
- Volume:
- 16
- Issue:
- C
- ISSN:
- 2666-8270
- Page Range / eLocation ID:
- 100543
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
More Like this
-
Merit is a central pillar of liberal epistemology, humanism, and democracy. The scientific enterprise, built on merit, has proven effective in generating scientific and technological advances, reducing suffering, narrowing social gaps, and improving the quality of life globally. This perspective documents the ongoing attempts to undermine the core principles of liberal epistemology and to replace merit with non-scientific, politically motivated criteria. We explain the philosophical origins of this conflict, document the intrusion of ideology into our scientific institutions, discuss the perils of abandoning merit, and offer an alternative, human-centered approach to address existing social inequalities.more » « less