Deep learning combined wind speed forecasting with hybrid time series decomposition and multi-objective parameter optimization

SX Lv, L Wang - Applied Energy, 2022 - Elsevier
This study proposes an effective combined model system for wind speed forecasting tasks.
In this model,(a) improved hybrid time series decomposition strategy (HTD) is developed to …

[HTML][HTML] Methodological and statistical considerations for cross-sectional, case–control, and cohort studies

EE Pérez-Guerrero, MR Guillén-Medina… - Journal of Clinical …, 2024 - mdpi.com
Epidemiological studies are essential in medicine and public health as they help identify risk
factors and causes of diseases. Additionally, they are key to planning, implementing, and …

Variance ranking attributes selection techniques for binary classification problem in imbalance data

SH Ebenuwa, MS Sharif, M Alazab, A Al-Nemrat - IEEE access, 2019 - ieeexplore.ieee.org
Data are being generated and used to support all aspects of healthcare provision, from
policy formation to the delivery of primary care services. Particularly, with the change of …

The impact of space design on occupants' satisfaction with indoor environment in university dormitories

Z Dong, K Zhao, M Ren, J Ge, IYS Chan - Building and Environment, 2022 - Elsevier
Indoor environmental quality is closely-related to the occupants' comfort, performance and
health. However, very few studies on indoor environmental quality were done in university …

Perception and adaptation of pastoralists to climate variability and change in Morocco's arid rangelands

W Snaibi, A Mezrhab, O Sy, JF Morton - Heliyon, 2021 - cell.com
Since the late 1970s, extensive livestock production in the high plateaus of Eastern
Morocco, particularly of small ruminants, has been seriously threatened by climate change …

Associations of dwelling characteristics, home dampness, and lifestyle behaviors with indoor airborne culturable fungi: On-site inspection in 454 Shanghai residences

X Wang, W Liu, C Huang, J Cai, L Shen, Z Zou… - Building and …, 2016 - Elsevier
Abstract From March 2013 to December 2014, we collected air samples of airborne
culturable fungi from 454 residences with young children (mean age: 6.9 years-old) in …

Comprehensive assessment of resilience of flood hazard villages using a modeling and field survey approach

M Avand, M Khazaei, B Ghermezcheshmeh - International journal of …, 2023 - Elsevier
Watersheds have been heavily affected by natural and human stresses in recent years, and
their ability to recover and adapt to changed conditions depends on the resilience of the …

Membrane metalloendopeptidase (MME) is positively correlated with systemic lupus erythematosus and may inhibit the occurrence of breast cancer

J Ding, C Li, K Shu, W Chen, C Cai, X Zhang… - PLoS One, 2023 - journals.plos.org
Background Patients with systemic lupus erythematosus (SLE) have a lower risk of breast
cancer (BRCA) than the general population. In this study, we explored the underlying …

An application of machine learning to logistics performance prediction: an economics attribute-based of collective instance

S Jomthanachai, WP Wong, KW Khaw - Computational economics, 2024 - Springer
In this work, a machine learning application was constructed to predict the logistics
performance index based on economic attributes. The prediction procedure employs both …