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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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 series data mining matrix profile all-pairs-similarity-search time 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 profile time series Euclidean distance all-pairs-similarity z-normalization

2019-01-17abs ↗pdf ↗