On-device research index

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.

168,742 papers · 148 categories

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3 results for “neuromarketing”

Understanding Consumer Preferences for Movie Trailers from EEG using Machine Learningcs.LG

Study uses EEG and ML to predict movie ratings with 72% accuracy.

problem Predicting consumer preferences for movie trailers.

method EEG and machine learning techniques to analyze brain responses to movie trailers.

result Predicted movie ratings with 72% accuracy.

consumer preferences movie trailers EEG machine learning neuromarketing

2020-07-21abs ↗pdf ↗

PSEUDo: Interactive Pattern Search in Multivariate Time Series with Locality-Sensitive Hashing and Relevance Feedbackcs.LG

PSEUDo learns patterns in multivariate time series with locality-sensitive hashing and relevance feedback.

problem Efficient pattern detection in large, multi-track sequential data with high variance and lack of ground truth.

method Query-aware locality-sensitive hashing for feature learning, sub-linear training and inference time.

result PSEUDo achieves sub-linear time efficiency for pattern modeling and comparison of 10,000 multivariate time series.

time series multivariate pattern detection locality-sensitive hashing relevance feedback

2021-04-30abs ↗pdf ↗

Machine Learning-based EEG Applications and Marketscs.LG

Survey of EEG market and machine learning applications.

problem Improving neurology through data-driven research.

method Comprehensive survey of EEG applications and market.

result Machine learning enhances EEG applications and market growth.

EEG machine learning neurology market analysis data-driven research

2022-08-10abs ↗pdf ↗