Machine Learning Reads TBM Data to Classify Rock Mass Automatically
An interpretable machine learning framework classified rock mass conditions along China's Beishan URL spiral ramp from stable TBM sensor data ...
Tag: LightGBM
Machine Learning Outperforms Design Codes in Predicting Concrete Beam Shear Strength
A benchmark of six machine learning models on 1,849 reinforced concrete beams shows LightGBM beating ACI and CSA design codes, ...
Machine learning maps where Dhaka is most likely to flood after rain
An ensemble machine learning study of Dhaka identifies rainfall, elevation and road density as the dominant drivers of waterlogging susceptibility ...
Machine Learning Model Identifies Key Predictors for Acute-on-Chronic Liver Failure in Cirrhosis
A LightGBM-based diagnostic model was developed and validated in a multicenter retrospective study to improve the timely identification and risk ...
Eye Gaze and Attention Patterns Power a New AI Screen for Autism in Indian Children
A deep learning model analyzing eye positioning and video-based attention achieved over 97% accuracy in distinguishing autistic from non-autistic children ...
Which Amino Acids Track With Elevated Fasting Glucose in Chinese Children?
A cross-sectional analysis of 6,960 children and adolescents in four Chinese provinces links higher dietary methionine and threonine shares with ...
Machine Learning Flags Preoperative Anxiety in Hip Fracture Patients
A retrospective single-centre study found that XGBoost, random forest and LightGBM models classified preoperative anxiety in 271 femoral neck fracture ...
Synthetic Japanese claims benchmark puts healthcare fraud detection to a frozen, one-shot test
Researchers built a synthetic, Japan-calibrated medical claims benchmark with traceable fraud counterfactuals and a frozen single-access evaluation, reporting strong anti-fraud ...
Explainable AI yields a five-parameter formula for nonlinear concrete creep
Researchers combined an optimized gradient-boosting model, SHAP explainability, and symbolic regression to derive an explicit, accurate equation for concrete creep ...
Machine learning predicts genome designs for multi-trait cotton and crop breeding
Machine learning models that incorporate genome-wide markers for environmental responsiveness have improved cross-environment genomic prediction across four crops and generated ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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