Detection of rare events in multidimensional financial datasets with zonoid depth functions. - Parisa Golbayani; Dragos Bozdog (SSCI, 2017)

Application of Deep Neural Networks to assess corporate Credit Rating. - Parisa Golbayani; Dan Wang; Ionut Florescu (CoRR, 2020)

A comparative study of forecasting Corporate Credit Ratings using Neural Networks, Support Vector Machines, and Decision Trees. - Parisa Golbayani; Ionut Florescu; Rupak Chatterjee (CoRR, 2020)