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Feature Engineering in Unsupervised DNS Botnet Detectors Based on eXplainable AI
Article
Article
Eleftheria Arkadopoulou et al · IEEE · 2026 · ISSN 2169-3536
Botnet communications often rely on Domain Generation Algorithms (DGAs) to establish channels among attack orchestrators and compromised hosts (bots). Our approach leverages on Artificial Intelligence (AI) to differentia...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
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Material complementario
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
Multi-omics feature engineering driven by biomedical foundation models improves drug response prediction for inflammatory bowel disease patients
Article
Article
Laura-Jayne Gardiner et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Using biomedical foundation models (FMs) for inference on small cohorts, represents a promising and practical route to advance drug response biomarker discovery and target identification. Here, we demonstrate th...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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Open Access
An explainable deep learning framework for marine gas oil price forecasting: integrating LSTM with SHAP-based feature importance
Article
Article
Samer Hassan Okasha et al · SpringerOpen · 2026 · ISSN 2364-4575
Abstract Bunker fuel prices constitute a major component of maritime transport costs, representing 30–70% of total operating expenses and critically influencing competitiveness, planning, and regulatory compliance in g...
LCC TENDOlNoaXBtZW50IG9mIGdvb2RzLiBEZWxpdmVyeSBvZiBnb29kcw~~; TENDOlRyYW5zcG9ydGF0aW9uIGFuZCBjb21tdW5pY2F0aW9ucw~~Idioma English
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Open Access
Deep learning enhanced prediction framework for bio oil yield from organic solid waste with chemically informed features
Article
Article
Shahad Almansour et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Accurate prediction of bio-oil yield from pyrolysis of organic solid waste is still the main problem in the field of biomass valorization, mostly because of high variability in the composition and the heterogene...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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Open Access
Improved classification of term and preterm births from electrohysterogram signals using machine learning with model error features
Article
Article
Omkar S. Powar et al · Springer · 2026 · ISSN 3004-9261
Abstract Preterm birth (PTB) affects an estimated 15 million infants worldwide each year, raising an enormous challenge in the field of maternal-fetal medicine. This work explores machine learning approaches for disting...
LCC LCC:Science (General)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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TemporalFED: A Software Module for Detecting Cyberattacks in Industry 4.0 Time-Series Data Using Decentralized Federated Learning
Article
Article
Angel Luis Perales Gomez et al · IEEE · 2026 · ISSN 2169-3536
Industry 4.0 has brought numerous advantages, such as increasing productivity through automation. However, it also presents major cybersecurity issues, such as cyberattacks affecting industrial processes. Federated Learn...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
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Open Access
Engineering a bifunctional copper site in the cupredoxin fold by loop-directed mutagenesis
Article
Article
Espinoza Cara, Andrés Matías et al · Royal Society of Chemistry · 2018 · ISSN 6692-6702
Copper sites in proteins are designed to perform either electron transfer or redox catalysis. Type 1 and CuA sites are electron transfer hubs bound to a rigid protein fold that prevents binding of exogenous ligands and s...
Idioma English
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Open Access
A resource-efficient framework for plant disease classification: integrating reduced-order modeling with treatment-based label engineering
Article
Article
Youssef Natij et al · Frontiers Media S.A · 2026 · ISSN 1664-462X
Plant disease diagnosis in field settings is challenged by subtle symptomology, high inter-class visual similarity, and class imbalance, making automated detection particularly difficult. While deep learning models achie...
LCC TENDOlBsYW50IGN1bHR1cmU~Idioma English
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Open Access
Identification of Reverse Engineering Candidates utilizing Machine Learning and Aircraft Cannibalization Data
Article
Article
Marc Banghart · Embry-Riddle Aeronautical University · 2017 · ISSN 2374-6793
As military aircraft continue to remain in service and age, cannibalization of parts is increasing. Proactive identification of parts that are at high risk for cannibalization will inform engineering processes such as re...
LCC LCC:Motor vehicles. Aeronautics. AstronauticsIdioma English
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Open Access
Improving Culinary Informatics through Meaningful Social Web Engineering
Article
Article
Suraya Nurain Kalid et al · MMU Press · 2025 · ISSN 2821-370X
This paper gives a good reflection about social web engineering aspirations to ardently see the truth to enlighten culinary concentration and wisdom. With the compassionate path to discover food and engage customers to s...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~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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Material complementario
Diffraction engineering for silicon waveguide grating antenna by harnessing bound state in the continuum
Article
Article
Xu Hongnan et al · Wiley · 2020 · ISSN 2192-8606
Silicon waveguide grating antennas (SWGAs) have been widely employed to interface the guided and radiation modes in various integrated photonic systems. However, ultrasmall feature sizes or heteromaterial integrations ar...
LCC TENDOlBoeXNpY3M~Idioma English
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Open Access
Interpretability Risksof AI Models in Digital Finance Scenarios: Features and Governance
Article
Article
Runchi Zhang et al · 《中国工程科学》杂志社 · 2026 · ISSN 1009-1742
In the context of the rapid evolution of digital finance, artificial intelligence (AI) models are deeply integrated into critical business processes such as risk assessment, asset pricing, and anti-fraud. The resultant l...
LCC LCC:Engineering (General). Civil engineering (General)Idioma zho
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Open Access
Preference and willingness-to-pay analysis for an eco-engineering technology for floating wind turbines
Article
Article
A. Dubois et al · Copernicus Publications · 2026 · ISSN 2366-7443
Floating offshore wind turbines (FOWTs) raise concerns among coastal communities due to their potential impacts on marine biodiversity and fisheries. This issue is particularly striking in France, where the government is...
LCC TENDOlJlbmV3YWJsZSBlbmVyZ3kgc291cmNlcw~~Idioma English
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Open Access
Editorial Preview for October 2025 Issue
Article
Article
Su-Cheng Haw et al · MMU Press · 2025 · ISSN 2821-370X
The October 2025 issue of the Journal of Informatics and Web Engineering (JIWE) concludes the journal’s triannual publication cycle and precedes its transition to a quarterly schedule commencing in 2026. This issu...
LCC LCC:Electronic computers. Computer science; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~Idioma English
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Open Access
Vehicular Electronic Image Stabilization System Based on a Gasoline Model Car Platform
Article
Article
Ning Zhang et al · KeAi Communications Co., Ltd · 2022 · ISSN 1000-9345
Abstract Noise, vibration and harshness (NVH) problems in vehicle engineering are always challenging in both traditional vehicles and intelligent vehicles. Although high accuracy manufacturing, modern structural roads an...
LCC LCC:Ocean engineering; TENDOk1lY2hhbmljYWwgZW5naW5lZXJpbmcgYW5kIG1hY2hpbmVyeQ~~Idioma English
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Open Access
Enhancing hydrogen pipeline safety: Perspectives on resilience against hydrogen-induced degradation
Article
Article
Guojin Qin et al · KeAi Communications Co. Ltd · 2026 · ISSN 2667-1433
Transport of hydrogen in blended form in existing natural gas pipelines contributes to the accelerated realization of a full-scale hydrogen economy. However, steel pipelines are considered susceptible to hydrogen-induced...
LCC LCC:Engineering (General). Civil engineering (General)Idioma English
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Open Access
LabelBOT: A Human-in-the-Loop Classification Assistance in the BIIGLE Image Annotation Tool
Article
Article
Gaby Kourie et al · IEEE · 2026 · ISSN 2169-3536
In marine science and engineering, growing volumes of imaging data are used in exploration and monitoring. The process of manual annotation of this data (i.e. marking and describing objects of interest with labels), to e...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
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Open Access
Model Parameter Transfer for Gear Fault Diagnosis under Varying Working Conditions
Article
Article
Chao Chen et al · KeAi Communications Co., Ltd · 2021 · ISSN 1000-9345
Abstract Gear fault diagnosis technologies have received rapid development and been effectively implemented in many engineering applications. However, the various working conditions would degrade the diagnostic performan...
LCC LCC:Ocean engineering; TENDOk1lY2hhbmljYWwgZW5naW5lZXJpbmcgYW5kIG1hY2hpbmVyeQ~~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
Rail Internal Defect Detection Method Based on Enhanced Network Structure and Module Design Using Ultrasonic Images
Article
Article
Fupei Wu et al · KeAi Communications Co., Ltd · 2023 · ISSN 2192-8258
Abstract Improving the detection accuracy of rail internal defects and the generalization ability of detection models are not only the main problems in the field of defect detection but also the key to ensuring the safe ...
LCC LCC:Ocean engineering; TENDOk1lY2hhbmljYWwgZW5naW5lZXJpbmcgYW5kIG1hY2hpbmVyeQ~~Idioma English
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Open Access
Two-Mode Fractal Radiator with Rotatable Fin Elements Based on a Modified Y-System
Article
Article
Lyubimov P.V. et al · Academy of Sciences of Moldova · 2026 · ISSN 1857-0070
This study is devoted to a dual-mode fractal radiator with a modified topology. Its key feature is the ability to alter end-wall orientation via gear engagement between wall-mounted gears and discrete positioning wheels....
LCC LCC:Electrical engineering. Electronics. Nuclear engineering; TENDOlByb2R1Y3Rpb24gb2YgZWxlY3RyaWMgZW5lcmd5IG9yIHBvd2VyLiIdioma English
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