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Diabetes Risk Prediction using Shapley Additive Explanations for Feature Engineering
Article
Article
Chinwe Miracle Chituru et al · MMU Press · 2025 · ISSN 2821-370X
Diabetes is prevalent globally, expected to increase in the next few years. This includes people with different types of diabetes including type 1 diabetes and type 2 diabetes. There are several causes for the increase: ...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Career choice in engineering students: its relationship with motivation, satisfaction and the development of professional plans
Article
Article
Iciar Pablo-Lerchundi et al · Servicio de Publicaciones de la Universidad de Murcia · 2015 · ISSN 0212-9728
Choosing a university degree is a relevant process for the personal, social and economic development. This study was designed to explore the students' choice for technical degrees. It is centered on the relationship betw...
LCC TENDOlBzeWNob2xvZ3k~Idioma English
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Open Access
Interlocking concrete pavers with wood biochar as partial cement replacement: engineering performance, embodied carbon, cost, and supply-demand analysis
Article
Article
Souvik Roy et al · Elsevier · 2026 · ISSN 2772-3976
Interlocking concrete pavers (ICPs) require substantial cement consumption, resulting in considerable embodied carbon emissions, while the regional availability of conventional supplementary cementitious materials is bec...
LCC LCC:Materials of engineering and construction. Mechanics of materialsIdioma English
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Open Access
Training digital development skills for engineers: Experience from student projects in forest industry
Article
Article
Oleg Galaktionov et al · Research and Development Academy · 2026 · ISSN 2712-0554
Today, employers impose new requirements on graduates of higher engineering education institutions: a graduate must be able to learn quickly in the workplace and easily master modern production equipment. Educational pro...
LCC TENDOkFyY2hpdGVjdHVyZQ~~; LCC:Structural engineering (General)Idioma English
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Open Access
An interpretable IGWO-MKRVM model for predicting excavation damaged zone thickness of drift
Article
Article
Ruzi Yang et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract The stability of surrounding rock is a critical challenge in underground engineering. Accurate prediction of Excavation Damaged Zone Thickness (EDZT) in surrounding rock is vital for designing safe underground s...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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Open Access
Construction of a risk prediction model for blood pressure abnormality in occupational populations based on longitudinal occupational health surveillance data
Article
Article
Tengxiao SHAN et al · Editorial Committee of Journal of Environmental and Occupational Medicine · 2026 · ISSN 2095-9982
BackgroundThe prevalence of chronic diseases among the Chinese occupational population is rising steadily, with hypertension and diabetes becoming important health concerns. Occupational health examinations (OHE) provide...
LCC TENDOk1lZGljaW5lIChHZW5lcmFsKQ~~; TENDOlRveGljb2xvZ3kuIFBvaXNvbnM~Idioma English
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Effectiveness and Cost‐Effectiveness of Ecosystem‐Based Disaster Risk Reduction Interventions in Low‐ and Middle‐Income Countries: A Rapid Systematic Review
Article
Article
Suchi Kapoor Malhotra et al · SAGE Publishing · 2025 · ISSN 1891-1803
ABSTRACT Background: Climate change and widespread environmental degradation have increased the risk of natural hazards in recent decades. Hydrological, meteorological, and climatological disasters have become more frequ...
LCC TENDOlNvY2lhbCBTY2llbmNlcw~~Idioma English
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Open Access
Explainable artificial intelligence for early Alzheimer’s diagnosis using enhanced grey relational features and multimodal data
Article
Article
Wusat Ullah et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Alzheimer’s disease, a progressive neurodegenerative disorder, presents a growing global health challenge due to its increasing prevalence and lack of accessible early diagnostic methods. Even though it has en...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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Open Access
Investigation Study of Structure Real Load Spectra Acquisition and Fatigue Life Prediction Based on the Optimized Efficient Hinging Hyperplane Neural Network Model
Article
Article
Lin Zhu et al · KeAi Communications Co., Ltd · 2024 · ISSN 2192-8258
Abstract In the realm of engineering practice, various factors such as limited availability of measurement data and complex working conditions pose significant challenges to obtaining accurate load spectra. Thus, accurat...
LCC LCC:Ocean engineering; TENDOk1lY2hhbmljYWwgZW5naW5lZXJpbmcgYW5kIG1hY2hpbmVyeQ~~Idioma English
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Open Access
Microstructure evolution of collapsibility of thick loess treated with DDC piles: an in-situ experimental study
Article
Article
Zhiyong Zhou et al · Frontiers Media S.A · 2026 · ISSN 2297-3362
Downhole Dynamic Compaction (DDC) piles are the most widely used technique for the mitigation of loess foundation collapsibility. While previous studies have extensively verified their macro-mechanical improvement perfor...
LCC LCC:Engineering (General). Civil engineering (General); TENDOkNpdHkgcGxhbm5pbmc~Idioma English
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Open Access
Molecular control to salt tolerance mechanisms of woody plants: Recent achievements and perspectives
Article
Article
Llanes, Analia Susana et al · EDP Sciences · 2021 · ISSN 1286-4560
Key message: Woody plants have salt-tolerant mechanisms similar to those developed by non-woody plants. Among others, compartmentalization of ions, production of compatible solutes, synthesis of specific proteins and met...
Idioma English
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Open Access
Prediction of mean blast fragment size based on a tri-model hybrid optimization model RF-WOA-XGBoost
Article
Article
XU Ziying et al · Emergency Management Press · 2026 · ISSN 2096-2193
Using historical data from blasting operations of open-pit mines to predict the average rock fragment size is crucial for optimizing blasting parameters. However, existing methods face 3 major challenges: interference fr...
LCC LCC:Engineering geology. Rock mechanics. Soil mechanics. Underground construction; TENDOk1pbmluZyBlbmdpbmVlcmluZy4gTWV0YIdioma English
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Open Access
Time-series profiling of structure–property relationships in biodegradable polymers via NMR-driven data science
Article
Article
Xinyu Ni et al · Nature Portfolio · 2026 · ISSN 2397-2106
Abstract Understanding and controlling the marine degradation of biodegradable polymers is crucial for sustainable materials engineering and pollution prevention. However, a unified interpretive method that links multisc...
LCC LCC:Materials of engineering and construction. Mechanics of materialsIdioma English
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Open Access
Unveiling the Deformation Mechanism of High-Strength Low-Alloy Structural Steel with Gradient Dislocation-Cell Structure
Article
Article
Jing Han et al · KeAi Communications Co., Ltd · 2025 · ISSN 2192-8258
Abstract There is a pressing need for high-performance, high-strength low-alloy structural (HSLA) steels in various engineering fields, such as hydraulic components, engineering machinery, bridges, ships, and pressure ve...
LCC LCC:Ocean engineering; TENDOk1lY2hhbmljYWwgZW5naW5lZXJpbmcgYW5kIG1hY2hpbmVyeQ~~Idioma English
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Open Access
Vote-Based Feature Selection Method for Stratigraphic Recognition in Tunnelling Process of Shield Machine
Article
Article
Liman Yang et al · KeAi Communications Co., Ltd · 2023 · ISSN 2192-8258
Abstract Shield machines are currently the main tool for underground tunnel construction. Due to the complexity and variability of the underground construction environment, it is necessary to accurately identify the grou...
LCC LCC:Ocean engineering; TENDOk1lY2hhbmljYWwgZW5naW5lZXJpbmcgYW5kIG1hY2hpbmVyeQ~~Idioma English
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Open Access
Forest fire rescue path network optimization combining multi-source remote sensing data and hierarchical analysis
Article
Article
Q. Yuan · Copernicus Publications · 2026 · ISSN 1682-1750
Forest fires have exhibited an escalating trend in both frequency and intensity globally, with major and catastrophic events causing significant damage to forest resources, human lives, and property. Timely and accurate ...
LCC TENDOlRlY2hub2xvZ3k~; LCC:Engineering (General). Civil engineering (General); TENDOkFwcGxpZWQgb3B0aWNzLiBQaG90b25pY3M~Idioma English
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Open Access
Detection of Eyebolt Faults Using a Random Forest Ensemble Model Based on Multiple High-Frequency Electromagnetic Parameters
Article
Article
H. V. H. Silva Filho et al · Sociedade Brasileira de Microondas e Optoeletrônica e Sociedade Brasileira de Eletromagnetismo · 2023 · ISSN 2179-1074
Abstract This paper presents an eyebolt structural fault detection system, based on the analysis of multiple electromagnetic parameters through a random forest classifier trained by both measurements and high-fidelity si...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
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Open Access
Enhancing Fraud Detection in Financial Transactions using LightGBM and Random Forest
Article
Article
Wan-Ping Khor et al · MMU Press · 2026 · ISSN 2821-370X
In recent years, the frequency and complexity of financial fraud have been rising and have become an urgent challenge for the global financial system. Traditional rule-based detection methods struggle to cope with new ty...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Evaluation of Support Vector Machine and Random Forest Models for EMG-Based Knee Motion Phase Classification
Article
Article
Ing Teck Phang et al · IEEE · 2026 · ISSN 2169-3536
Knee-related conditions, such as anterior cruciate ligament injuries and meniscal ruptures, significantly affect mobility and quality of life. Although range-of-motion exercises are important for rehabilitation, interpre...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
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Open Access
Potential Improvement of Forest Growth and Yield Modeling Incorporating Remote Sensing and Machine Learning
Article
Article
Joao Victor do Nascimento Lima et al · IEEE · 2026 · ISSN 2169-3536
Forest growth and yield projection is essential for sustainable forest management planning. In Brazil, the Clutter model is widely applied for yield forecasting and commonly achieves prediction errors below 10%. However,...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
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Open Access
A Reproducible End-to-End Airborne LiDAR Workflow for Forest Structure Mapping
Article
Article
Z. Tasneem · Copernicus Publications · 2026 · ISSN 1682-1750
Airborne LiDAR enables direct measurement of canopy height and three-dimensional forest structure, but many LiDAR-based studies remain difficult to reproduce due to ad hoc processing decisions and limited pipeline transp...
LCC TENDOlRlY2hub2xvZ3k~; LCC:Engineering (General). Civil engineering (General); TENDOkFwcGxpZWQgb3B0aWNzLiBQaG90b25pY3M~Idioma English
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Open Access
Expedited circular dichroism prediction and engineering in two-dimensional diffractive chiral metamaterials leveraging a powerful model-agnostic data enhancement algorithm
Article
Article
Du Shiyin et al · Wiley · 2020 · ISSN 2192-8606
A model-agnostic data enhancement (MADE) algorithm is proposed to comprehensively investigate the circular dichroism (CD) properties in the higher-order diffracted patterns of two-dimensional (2D) chiral metamaterials po...
LCC TENDOlBoeXNpY3M~Idioma English
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Open Access
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