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.

169,341 papers · 148 categories

Trend · papers per month

count % of corpus

2 results for “NaCl”

Comparison of Decision Tree Based Classification Strategies to Detect External Chemical Stimuli from Raw and Filtered Plant Electrical Responsephysics.bio-ph

Paper compares decision tree-based classification for detecting plant electrical signals from NaCl, O3, and H2SO4.

problem Detecting external chemical stimuli from plant electrical signals.

method Extracted features from filtered and raw plant electrical signals, used decision tree-based multi-class classification.

result Optimized feature and classifier combinations for distinguishing chemical stimuli.

Plant electrical response Decision trees Classification Chemical stimuli NaCl

2017-05-13abs ↗pdf ↗

Exploring Strategies for Classification of External Stimuli Using Statistical Features of the Plant Electrical Responsephysics.bio-ph

Paper classifies plant electrical signals to identify external stimuli.

problem Classifying external stimuli using plant electrical response.

method Computed 11 statistical features from plant electrical signals and used discriminant analysis.

result Raw electrical signals contain enough information for stimulus classification.

Plant electrical response Stimulus classification Statistical features Discriminant analysis NaCl

2016-11-29abs ↗pdf ↗