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.

168,695 papers · 148 categories

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3 results for “cryptocoins”

Understanding Cryptocoins Trends Correlationsq-fin.ST

Study reveals strong price correlations between major and alt-coins.

problem Unclear tight relations between cryptocoins trading prices.

method Investigated coin-price correlation trends over two years.

result Strong correlation patterns between main and alt-coins.

cryptocoins price correlations time-series modeling distributed ledgers blockchains

2022-11-30abs ↗pdf ↗

Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Modelscs.CL

New dataset and models detect cryptocurrency bubbles using social media data.

problem Detecting anomalous market behavior in cryptocoins and meme stocks.

method Developed a novel multi-span identification task and sequence-to-sequence hyperbolic models.

result Models effectively detect cryptocoins and meme stocks bubbles in zero-shot settings.

cryptocurrency bubbles social media analysis sequence-to-sequence models hyperbolic dynamics meme stocks

2022-05-11abs ↗pdf ↗

Forecasting in Non-stationary Environments with Fuzzy Time Seriescs.LG

A new fuzzy time series method for non-stationary data.

problem Forecasting in non-stationary environments with concept drift.

method Non-Stationary Fuzzy Time Series (NSFTS) with time-varying parameters.

result The method can adapt to dynamic changes in the stochastic process.

Fuzzy Time Series Non-Stationary Data Concept Drift Time-Varying Parameters Resilience to Drift

2020-04-27abs ↗pdf ↗