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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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4 results for “Dyslexia”

Dyslexia and Dysgraphia prediction: A new machine learning approachcs.OH

AI predicts dyslexia and dysgraphia in children.

problem Early detection and assessment of dyslexia and dysgraphia.

method Machine learning on datasets of children's handwriting and audio recordings.

result Preliminary model shows high performance in classifying dyslexic and dysgraphic children.

AI dyslexia dysgraphia machine learning handwriting

2020-04-15abs ↗pdf ↗

A Neural Approach to Ordinal Regression for the Preventive Assessment of Developmental Dyslexiacs.LG

Neural model detects DD risk in 5-year-olds, predicting 2 years ahead.

problem Early detection of developmental dyslexia for preventive teaching.

method Mixed neural model using auto-encoder and ordinal regression.

result System predicts DD risk 2 years before phonological processing is assessed.

developmental dyslexia neural networks ordinal regression auto-encoder early detection

2020-02-06abs ↗pdf ↗

Features and Machine Learning for Correlating and Classifying between Brain Areas and Dyslexiacs.LG

Method classifies Dyslexic and Skilled readers using ERP signals and machine learning.

problem Automatic identification of Dyslexic readers using ERP signals.

method Processing ERP signals, multivariate analysis, machine learning techniques.

result Automatic distinction between Dyslexic and Skilled readers with significant features in High Pass signals.

Dyslexia Event-Related Potentials Machine Learning Brain Hemispheres Automatic Identification

2018-12-27abs ↗pdf ↗

Scene Text Magnifiercs.CV

Scene text magnifier enhances readability for visually impaired.

problem Helps visually impaired read natural scene text.

method Four CNN-based networks: character erasing, extraction, magnify, synthesis.

result Effective text magnification without background alteration.

scene text visual impairment CNN image processing text enhancement

2019-06-17abs ↗pdf ↗