Tag: deep learning

Researchers trained a reinforcement learning controller entirely on a neural-operator digital twin and deployed it on the MuVacAS vacuum prototype ...

Diffusion AI generates synthetic dysarthric speech to sharpen intelligibility classifiers

A diffusion-based text-to-speech model trained on eight dysarthric TORGO speakers generated 6,120 synthetic UA-Speech utterances that improved speaker-independent intelligibility classification ...

Meta-learning emerges as a promising path for cloud DDoS detection

by Denise Maddox

A systematic review of 120 papers finds deep learning DDoS detectors excel in experiments but struggle in real-world cloud environments, ...

Deep learning of symbolic EEG patterns detects ADHD with 96% accuracy in children

A new EEG study combined entropy-optimized symbolic signal analysis with a bidirectional LSTM network to distinguish children with ADHD from ...

Quantum-inspired deep learning model claims 98.5% accuracy for cross-border e-commerce marketing analytics

A simulator-based hybrid quantum-classical framework reported 98.5% accuracy in predicting cross-border e-commerce marketing effectiveness, outperforming classical baselines on synthetic transaction ...

AI Facial Analysis Matches Dermatologist Ratings on Most Skin Parameters in Small Case Series

A preliminary case series found that an AI facial analysis application agreed with a single dermatologist on 83 percent of ...

Machine learning review maps 78 studies on inventory forecasting and market trends

A systematic review of 78 papers examines how machine learning methods support demand forecasting and inventory decision-making.

Deep learning model predicts rice protein interactions from sequence data

by Alan Morgan

A new deep learning framework called RCNNricePPI predicts rice protein-protein interactions from amino acid sequences, achieving an accuracy of 0.8996 ...

Machine learning crash severity review finds imbalance and interpretability gaps