Results 61 to 70 of about 85,074 (191)

Quantitative color fundus photography parameters as potential biomarkers of axial length progression: evidence from a machine learning cohort study

Frontiers in Cell and Developmental Biology
PurposeEarly identification of children at risk for accelerated axial elongation is essential for implementing timely myopia control strategies. Quantitative parameters derived from color fundus photography (CFP) may capture subtle structural and ...
Zixun Wang, Feifei Han, Xiaoling Zhang, Xiaoling Zhang, Jingjie Ding, Jingtao Yu, Xueshuo Xie, Zhiqing Li, Bei Du, Ruihua Wei   +9 more
doaj   +1 more source

Liquid propellant sloshing in mobile tanks of arbitrary shape [PDF]

Equations for dynamic behavior of liquid propellants sloshing in mobile tanks of arbitrary ...
Lomen, D. O.
core   +1 more source

Traditional architectural styles in Northwest Henan: a machine learning analysis of influencing factors

Journal of Asian Architecture and Building Engineering
As a significant component of traditional Chinese architectural culture, the architectural styles of northwest Henan embody profound historical, cultural, and artistic values.
Tianxi Lu, Siti Sarah Herman, Nor Atiah Ismail   +2 more
doaj   +1 more source

Predicting the operational carbon emissions of urban community service units by using a two-stage explainable machine learning method: a case study in Nanjing, China

Journal of Asian Architecture and Building Engineering
Low-carbon community development is fundamental to urban sustainability. With accelerating urbanization, the growing demand for community services which occur in non-residential units (e.g.
Jiashu Zhang, Jingfeng Yuan, Shu Su, Shenghua Zhou, Jianli Hao, Qiushi Fang   +5 more
doaj   +1 more source

Estimating the water quality index based on interpretable machine learning models

Water Science and Technology
The water quality index (WQI) is an important tool for evaluating the water quality status of lakes. In this study, we used the WQI to evaluate the spatial water quality characteristics of Dianchi Lake. However, the WQI calculation is time-consuming, and
Shiwei Yang, Ruifeng Liang, Junguang Chen, Yuanming Wang, Kefeng Li   +4 more
doaj   +1 more source

Linear, efficient and symmetric values for TU-games [PDF]

In this paper, we study values for TU-games which satisfy three classical properties: Linearity, efficiency and symmetry. We give the general analytical form of these values and their relation with the Shapley value and the Egalitarian value.
Célestin Chameni Nembua, Nicolas Gabriel Andjiga   +1 more
core  

Prediction of Chronic Stress and Protective Factors in Adults: Development of an Interpretable Prediction Model Based on XGBoost and SHAP Using National Cross-sectional DEGS1 Data [PDF]

, 2023
Arezoo Bozorgmehr, Birgitta Weltermann
openalex   +1 more source

An interpretable machine learning model for predicting forest fire danger based on Bayesian optimization

Emergency Management Science and Technology
As global warming increases forest fire frequency, early prevention and effective management become crucial. This requires models that are both accurate and easily understood.
Zhiyang Liu, Kuibin Zhou, Qichao Yao, Pedro Reszka   +3 more
doaj   +1 more source

Explainable AI for Unraveling the Significance of Visual Cues in High Stakes Deception Detection

IEEE Access
Deception, a widespread aspect of human behavior, has significant implications in fields like law enforcement, security, judicial proceedings, and social areas.
Suhaib Salah, Hagar Elbatanouny, Abrar Sobuh, Eqab Almajali, Wasiq Khan, Haya Alaskar, Adel Binbusayyis, Taimur Hassan, Jawad Yousaf, Abir Hussain   +9 more
doaj   +1 more source

Elderly travel mode choice in Thailand-evaluating MNL and machine learning models

Frontiers in Built Environment
This investigation analyzes the determinants of transportation mode selection among elderly populations in Thailand through a comparative approach utilizing both traditional statistical modeling and contemporary machine learning techniques.
Anantaya Philuek, Panuwat Wisutwattanasak, Fareeda Watcharamaisakul, Chinnakrit Banyong, Anon Chantaratang, Thanapong Champahom, Vatanavongs Ratanavaraha, Sajjakaj Jomnonkwao   +7 more
doaj   +1 more source