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researcher

Masaya Abe

9 papers hereh-index 6193 citations18 works total

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

author position
  • first author2
  • middle author5
  • last author2

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • q-fin.PM3
  • q-fin.ST2
  • quant-ph2
  • cs.LG1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedCross-sectional Stock Price Prediction using Deep Learning for Actual Investment Management

18 citations · 56 across the 8 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

q-fin.PM2020★ 11 cited

RM-CVaR: Regularized Multiple β-CVaR Portfolio

Kei Nakagawa, Shuhei Noma, Masaya Abe

The problem of finding the optimal portfolio for investors is called the portfolio optimization problem. Such problem mainly concerns the expectation and variability of return (i.e…

q-fin.PM2020★ 18 cited

Cross-sectional Stock Price Prediction using Deep Learning for Actual Investment Management

Masaya Abe, Kei Nakagawa

Stock price prediction has been an important research theme both academically and practically. Various methods to predict stock prices have been studied until now. The feature that…

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