Results 31 to 40 of about 85,074 (191)

Study on the correlation between rail station area vitality and built environment

Journal of Asian Architecture and Building Engineering
To enhance the vitality of metro station areas and support station area development and optimisation, this study investigates 284 metro stations in Guangzhou.
Wangyang Gui, Wenli Wu, Di Wu
doaj   +1 more source

Prediction of recurrence-free survival in patients with renal cell carcinoma and tumor thrombosis of the renal and inferior vena cava of levels I–II using an extended Cox model and machine learning methods

Наука и инновации в медицине
Aim – to compare the predictive accuracy of Cox regression and machine learning (ML) methods regarding recurrence-free survival in patients with locally advanced renal cell carcinoma after radical treatment.
Musabek K. Mirzabekov, Nikolai D. Tikhonskii, Mikhail I. Shkolnik, Oleg A. Bogomolov, Nina V. Trukhacheva   +4 more
doaj   +1 more source

m5Cpred-XS: A New Method for Predicting RNA m5C Sites Based on XGBoost and SHAP

Frontiers in Genetics, 2022
As one of the most important post-transcriptional modifications of RNA, 5-cytosine-methylation (m5C) is reported to closely relate to many chemical reactions and biological functions in cells.
Yinbo Liu, Yingying Shen, Hong Wang, Yong Zhang, Xiaolei Zhu   +4 more
doaj   +1 more source

Early prediction model for disease progression of COVID-19 patients based on XGBoost: establishment and evaluation

Di-san junyi daxue xuebao, 2022
Objective To construct an XGBoost prediction model to predict disease severity of COVID-19 based on clinical characteristics dataset of COVID-19 patients.
WANG Ming, WANG Ming, CHENG Zhenhao, CHENG Zhenhao, HU Miao, TANG Mingcheng, TANG Mingcheng, XU Fumin, WANG Li, NIAN Yongjian, LIU Kaijun   +10 more
doaj   +1 more source

Machine learning ensemble models for predicting the antibacterial efficacy of gold nanoparticles

Materials Research Express
Antimicrobial resistance (AMR) has been increasing rapidly, emerging as a major global health challenge. Gold nanoparticles (AuNPs) are promising antibacterial agents due to their biocompatibility, low toxicity, and ease of functionalization.
Priya Mary, A Mujeeb
doaj   +1 more source

The Role of Financial Markets in Predicting BIST Sustainability Index Performance: New Evidence from Hybrid Machine Learning Models

Ekonomi, Politika & Finans Araştırmaları Dergisi
The increasing importance of sustainable finance makes it critical to understand and accurately model the performance dynamics of investment instruments in this area. This study aims to forecast the return of the BIST Sustainability Index using financial
Zeynep Çolak
doaj   +1 more source

A Transparent AI-Driven Multiclass Decision Support System for Thyroid Risk Prediction Using Machine Learning and Deep Learning Approaches

Foundations of Computing and Decision Sciences
Early and accurate diagnosis of thyroid disorders is essential due to their prevalence and health impact. To enhance interpretability in clinical settings, we propose a comprehensive workflow for transparent thyroid disease prediction using a multiclass ...
Ouartani Siouar, Taleb Nora
doaj   +1 more source

Market Value Tier Classification of Indonesian Football Players using Ensemble Machine Learning and SHAP Analysis

Jurnal Teknologi dan Manajemen Informatika
The persistent discrepancy between actual transfer fees and the theoretical market values of football players highlights the need for a more objective and data-driven framework for player valuation.
Cinantya Paramita, Malfino Wildan Akhya, Pulung Nurtantio Andono   +2 more
doaj   +1 more source

Spatial distribution patterns and landslide susceptibility analysis from a global–local perspective along the Zhuzhou-Guangzhou section of the Beijing–Guangzhou railway

Frontiers in Earth Science
The Beijing–Guangzhou Railway is a critical transportation corridor in China, with the Zhuzhou–Guangzhou segment particularly susceptible to landslides due to steep terrain and marked climatic variability.
Hanxing Liu, Hanxing Liu, Chong Xu, Chong Xu, Chong Xu, Liye Feng, Liye Feng, Peng Wang, Jingjing Sun, Jingjing Sun, Xuewei Zhang, Xuewei Zhang, Juanling Wang, Qihao Sun, Kang Li   +14 more
doaj   +1 more source

Luminescence investigations at Quendale (Broo Peninsula, Shetland) [PDF]

, 2013
This report is concerned with optically stimulated luminescence (OSL) investigations of sediment samples collected from ongoing University of Southern Maine archaeological excavations at the Links of Quendale, southern Shetland, investigating the early ...
Kinnaird, Tim C., Sanderson, David C.W., Simpson, Ian A.   +2 more
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