Machine Learning Falls Short at Predicting Robot Arm Contact Forces
A cross-validated evaluation of eight regression algorithms on an 18-disk continuum robot arm finds that geometric features alone yield near-zero ...
Tag: feature engineering
AI Turns Raw Stress Data Into 36 Physics Features to Predict Metal Fatigue
An AI framework using physics-informed features and Bayesian optimization predicted multiaxial fatigue life across 25 metals, with XGBoost reaching a ...
Edge Weight Beats Node Degree When NAT Hides Attackers in Network Graphs
A study of the CICIDS2017 DDoS capture shows node-degree graph features fail under NAT identity collapse while edge-weight concentration separates ...
Machine learning predicts human oral drug bioavailability from animal data
A machine learning pipeline trained on 192 FDA-approved compounds predicts human oral bioavailability with an R2 of 0.766, outperforming previous ...
Research report: An interpretable multi-scale temporal-structural feature framework for early rumor detection on social media
A new study reports that a transparent, feature-based framework can detect rumors on social media with accuracy close to that ...
Machine learning reads VR learning traces to model how students self-regulate
A study of 138 elementary students in Jakarta shows that interaction traces from VR-integrated e-modules can predict self-regulated learning with ...
Open Data Machine Learning Framework Predicts Which Media Platform Users Will Stay
A new open-data study built a reproducible machine learning framework for predicting user retention on media platforms, finding that a ...
Hybrid Deep Learning Model Boosts Prediction of Slope Stability Safety Factor
A hybrid deep learning framework that combines unsupervised feature extraction with supervised regression outperformed a standard neural network and conventional ...
Explainable AI predicts strength of hybrid-reinforced welded aluminum joints
An optimized XGBoost model predicted the tensile strength of CNT–Si₃N₄-reinforced friction-welded aluminum joints from 25 experiments, while feature ablation showed ...
Raw PERG waveforms lead in four of six retinal disease classification tasks
An internally validated comparison of 672 pattern electroretinography recordings found that amplitude-preserving raw waveforms led in four of six retinal ...
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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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