Research
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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

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0111 · Jul 200819922001200920182026
3 results for “interdisciplinarity”
Can an interdisciplinary field contribute to one of the parent disciplines from which it emerged?physics.soc-ph

Interdisciplinary fields like econophysics and sociophysics can enrich their parent disciplines.

problem Whether interdisciplinary fields can contribute to their parent disciplines.
method Literature review on history and philosophy of science.
result Interdisciplinary fields have a long history and are likely to continue contributing to their parent disciplines.
interdisciplinarityeconophysicssociophysicsphysicseconomics
2016-05-26abs ↗pdf ↗
Using Supervised Learning to Classify Metadata of Research Data by Discipline of Researchcs.IR

The study uses supervised learning to classify research data by discipline.

problem Automatically categorizing research data by discipline for scientometric analysis.
method Used a large dataset of 609,524 records for training and evaluation, employing tree-based models and neural networks.
result Multi-layer perceptron models outperformed Long Short-Term Memory models in multi-label classification tasks.
supervised learningmetadata classificationresearch datadiscipline of researchscientometrics
2019-10-16abs ↗pdf ↗