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researcher

Steve Q. Xia

2 papers hereh-index 318 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • econ.GN1

identity via Semantic Scholar / OpenAlex

most citedEconomic Recession Prediction Using Deep Neural Network

4 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2022★ 1 cited

Multi-task Envisioning Transformer-based Autoencoder for Corporate Credit Rating Migration Early Prediction

Han Yue, Steve Xia, Hongfu Liu

Corporate credit ratings issued by third-party rating agencies are quantified assessments of a company's creditworthiness. Credit Ratings highly correlate to the likelihood of a co…

econ.GN2021★ 4 cited

Economic Recession Prediction Using Deep Neural Network

Zihao Wang, Kun Li, Steve Q. Xia +1

We investigate the effectiveness of different machine learning methodologies in predicting economic cycles. We identify the deep learning methodology of Bi-LSTM with Autoencoder as…

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