"Social Media Marketing and Financial Forecasting."

Xing, Frank, Soujanya Poria, Erik Cambria, and Roy E. Welsch. Information Processing & Management Vol. 57, No. 5 (2020): 102314.

Intelligent Asset Management.

Xing, Frank, Erik Cambria, and Roy Welsch. Cham, Switzerland: Springer, 2019.

"The Univariate Flagging Algorithm (UFA): An Interpretable Approach for Predictive Modeling."

Sheth, Mallory, Albert Gerovitch, Roy Welsch, and Natasha Markuzon. PLOS ONE Vol. 14, No. 10 (2019): e0223161.

"Growing Semantic Vines for Robust Asset Allocation."

Xinga, Frank Z., Erik Cambria, and Roy Welsch. Knowledge-Based Systems Vol. 165, (2019): 297-305.

"Distinguishing Between Facts and Opinions for Sentiment Analysis: Survey and Challenges."

Chaturvedi, Iti, Erik Cambria, Roy E. Welsch, and Francisco Herrera. Information Fusion Vol. 44, (2018): 65-77.

"Natural Language Based Financial Forecasting: A Survey."

Xing, Frank Z., Erik Cambria, and Roy E. Welsch. Artificial Intelligence Review Vol. 50, (2018): 49-73.