AI Ensemble Reads Soil Chemistry to Identify Crop Types With Record Accuracy
A new architecture-diverse TabNet ensemble classifies seven crop types from harmonized multi-source soil data with 90.5 percent accuracy, outperforming XGBoost ...
Tag: interpretability
Explainable AI predicts alkali-activated concrete strength and reveals a critical water threshold
Concrete is one of the largest sources of human-made carbon emissions, and the race to replace it with greener alternatives ...
AI Learns to Weather a Brutal Schedule: New Transformer Forecasts Sports Score Trends by Modeling Match Difficulty
A new difficulty-aware Transformer framework jointly optimized by particle swarm intelligence improves sports score trend prediction while attributing forecasts to ...
Vision-language model CA-CLIP diagnoses multiple coexisting leaf diseases from a single image
Plant pathologists have long faced a stubborn diagnostic problem: a single leaf can carry several diseases at once, each with ...
AI Reads the Literature to Learn What Genes Do
A new transformer model called LitGene learns gene function by reading the scientific literature and aligning it with Gene Ontology ...
New Topic-Based Framework Turns Opaque AI Semantics Into Interpretable Sparse Coordinates
A new framework called SISTR represents word and text meanings as sparse vectors over human-interpretable topics derived from pretrained language ...
A generalized supervised contrastive learning framework for integrative multi-omics prediction models
A new machine-learning framework called MB-SupConCon extends supervised contrastive learning to continuous responses, enabling more accurate and biologically interpretable prediction ...
Self-Supervised Transformer Reads Resting-State EEG to Detect Alzheimer’s Disease With 96.42% Accuracy
Alzheimer's disease affects tens of millions of people worldwide, and the World Health Organization estimates that over 55 million people ...
Fusing Two Signal Views Boosts Epilepsy Detection in Children’s Brain Recordings
A new waveletâEMD fusion framework detects epileptic patterns in pediatric EEG with 94.6% accuracy on synthetic data and retains the ...
AI Turns Chest X-rays into Draft Radiology Reports with a Two-Stage Keyword Pipeline
Researchers in Qatar have built a two-stage AI pipeline that predicts clinical keywords from chest X-rays and then generates full ...
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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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