18 citations · 18 across the 2 of their papers we have counts for
3 papers
q-fin.RM2021
A Sparsity Algorithm with Applications to Corporate Credit Rating
Dan Wang, Zhi Chen, Ionut Florescu
In Artificial Intelligence, interpreting the results of a Machine Learning technique often termed as a black box is a difficult task. A counterfactual explanation of a particular "…
q-fin.ST2020
Is Image Encoding Beneficial for Deep Learning in Finance? An Analysis of Image Encoding Methods for the Application of Convolutional Neural Networks in Finance
Dan Wang, Tianrui Wang, Ionuţ Florescu
In 2012, SEC mandated all corporate filings for any company doing business in US be entered into the Electronic Data Gathering, Analysis, and Retrieval (EDGAR) system. In this work…
q-fin.RM2020★ 18 cited
Application of Deep Neural Networks to assess corporate Credit Rating
Parisa Golbayani, Dan Wang, Ionut Florescu
Recent literature implements machine learning techniques to assess corporate credit rating based on financial statement reports. In this work, we analyze the performance of four ne…