Profile

Tomoki Ito, Ph. D in System Innovation
Independent Researcher

Email: m2015tioth socsim.org

Research Interest

・Interpretable Neural Networks with high predictability

・Financial Text Mining

・Market Sentiment Analysis, Stock Price Trend Analysis

・Interpretation of Deep NNs (e.g. LRP, LIME, Integrated Gradients)

Research Overview

Text visualization for nonexperts

Education

2011/04-2015/03 B.Eng. at Department of Mathematical Engineering and Information Physics, the University of Tokyo.

2015/-4-2017/03 M.Eng. at Department of System Innovation,  the University of Tokyo.

2017/04-2020/03 Doctor of Philosophy. at the Graduate School of Engineering in the department of System Innovation, the University of Tokyo (DC1).

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