Explainable TabNet model predicts workforce performance scores in benchmark dataset
An explainable TabNet framework achieved an R² of 0.9880 when predicting employee performance from 100,000 workforce records, while its authors ...
Tag: Explainable
Explainable AI lags in stroke lesion deep learning, review finds
A systematic review finds hybrid CNN-transformer models lead stroke lesion analysis, but explainable AI appears in only 11 percent of ...
Vision transformer identifies coffee leaf nutrient deficiencies and treatment rules
A controlled study of 1,196 coffee leaf images found that an explainable Vision Transformer classified nutrient deficiencies with up to ...
Explainable AI maps flood susceptibility across Luuq District in Somalia
A district-scale study in Somalia combined satellite validation, 14 conditioning factors and ensemble machine learning to map flood susceptibility across ...
DeiT framework pairs plant disease detection with interpretable severity estimates
A hybrid DeiT system reached 99.13% accuracy on a 38-class plant disease benchmark while combining local and global AI explanations ...
Machine learning model links urban digital and green features to city methane emissions
An ensemble of LSTM and CatBoost predicts one-year-ahead city-level methane emissions, with urban ecological and environmental quality showing the strongest ...
Explainable Volterra Networks Bring Transparent Nonlinear Dynamics to Time Series Forecasting
A new neural architecture converts the classical Volterra series into learnable coefficient tensors, recovering known chaotic dynamics, matching transformer physics, ...
AI reads brainwaves and speech together to flag suicide risk in clinical interviews
A proof-of-concept study fused EEG recordings with clinical interview transcripts from 520 participants, achieving near-ceiling accuracy under controlled conditions while ...
Tiny AI Model Reads Diseased Crop Leaves With Big-Model Accuracy and Explains Itself
A 79,717-parameter attention-fused neural network called LeafXNet matches or beats far larger deep learning models at detecting watermelon, grape, and ...
Explainable AI prioritizes serum microRNAs for pancreatic cancer detection
A retrospective analysis of 1,101 serum samples used explainable artificial intelligence to prioritize circulating microRNAs that distinguished pancreatic cancer from ...
-
Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
-
University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
-
Bee body mass, pathogens and local climate influence heat tolerance
-
Researchers record first-ever images and data of a shark experiencing a boat strike
-
Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
Embark on a thrilling journey of discovery with Scienmag.com—your ultimate source for cutting-edge breakthroughs. Immerse yourself in a world where curiosity knows no limits and tomorrow’s possibilities become today’s reality!