Gaussian Mixture Model based classification for analyzing longitudinal outdoor thermal environment data to evaluate comfort conditions in urban open spaces
M Wang, Z Gou - Urban Climate, 2024 - Elsevier
Global warming and the urban heat island effect have led to a decline in the quality of urban
open spaces. Although many studies have been conducted on the thermal environment of …
open spaces. Although many studies have been conducted on the thermal environment of …
An algorithmic approach to identification of gray areas: Analysis of sleep scoring expert ensemble non agreement areas using a multinomial mixture model
Abstract Machine learning (ML) models have become a key component in modern world
services. In decision-making domains where human expertise is crucial, for example, for …
services. In decision-making domains where human expertise is crucial, for example, for …
Improving the CFSv2 Seasonal Precipitation Forecasts across the United States by Combining Weather Regimes and Gaussian Mixture Models
C Ratterman, W Zhang, G Affram… - Journal of …, 2023 - journals.ametsoc.org
Although seasonal climate forecasts have major socioeconomic impacts, current forecast
products, especially those for precipitation, are not yet reliable for forecasters and decision …
products, especially those for precipitation, are not yet reliable for forecasters and decision …
Evaluation of Dependency Structure for Multivariate Weather Predictors Using Copulas
SC Maina, D Mwigereri, J Weyn, L Mackey… - ACM Journal on …, 2023 - dl.acm.org
In the Global South, the effects of climate change have resulted in more frequent and severe
weather events such as droughts, floods, and storms, leading to crop failures, food …
weather events such as droughts, floods, and storms, leading to crop failures, food …
A survey on business cycles: history, theory and empirical findings
G Orlando, M Sportelli - X Euro-Asian Symposium on Economic Theory" …, 2022 - Springer
This work summarizes recent advances in modelling and econometrics for alternative
directions in macroeconomics and cycle theories. Starting from the definition of a cycle and …
directions in macroeconomics and cycle theories. Starting from the definition of a cycle and …
[PDF][PDF] Optimization of sustainable mix design for alkali-activated materials using machine learning methods
Y Kong - 2024 - eprints.lib.hokudai.ac.jp
The rapid increase in greenhouse gas emissions, primarily due to human activities, has
become a significant environmental concern in the 21st century. According to measurements …
become a significant environmental concern in the 21st century. According to measurements …
Disaggregating IMERG Satellite Precipitation Over Czech Republic: An Innovative Approach using Hybrid Extreme Gradient Boosting based on Fuzzy Spatial …
Achieving accurate precipitation estimation at high spatial and temporal resolution is critical
in hydrology and meteorology, particularly in regions experiencing water resource …
in hydrology and meteorology, particularly in regions experiencing water resource …