Research
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.

169,051 papers · 148 categories

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0.3%0.5%0.8%0.1% · Jan 201919922001200920182026
2 results for “all-pairs-similarity-search”
Towards a Near Universal Time Series Data Mining Tool: Introducing the Matrix Profilecs.LG

A new tool, matrix profile, finds all pair similarities in time series data.

problem Finding all pair similarities in time series data.
method Near universal time series data mining tool called matrix profile.
result Matrix profile solves the all-pairs-similarity-search problem for time series subsequences.
time seriesdata miningmatrix profileall-pairs-similarity-searchtime series subsequences
2018-11-05abs ↗pdf ↗
Efficient Matrix Profile Computation Using Different Distance Functionscs.LG

New algorithms for efficient matrix profile computation using various Euclidean distances.

problem Efficiently computing matrix profile for all-pairs-similarity search on time series.
method Proposed AAMP, ACAMP, and extended algorithms for p-norm distance.
result AAMP and ACAMP algorithms outperform existing methods for specific Euclidean distances.
matrix profiletime seriesEuclidean distanceall-pairs-similarityz-normalization
2019-01-17abs ↗pdf ↗