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 “z-normalization”
Insights into LSTM Fully Convolutional Networks for Time Series Classificationcs.LG

LSTM-FCN and ALSTM-FCN improve time series classification performance.

problem Improving time series classification performance.
method Ablation tests on LSTM-FCN and ALSTM-FCN, comparing z-normalizing techniques, dimension shuffle impact, and GRU replacement.
result LSTM and FCN blocks perform better together, and z-normalizing the whole dataset is more effective.
LSTM-FCNALSTM-FCNtime series classificationablation testsz-normalizing
2019-02-27abs ↗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 ↗