"The Key Techniques and Future Vision of Feature Selection in Machine Learning."

Cui, H., S. Xu, L. Zhang, Roy Welsch, and B. Horn. Journal of Beijing University of Posts and Telecommunications. Forthcoming.

"Fuzzy Aggregated Topology Evolution for Cognitive Multi-tasks."

Iti Chaturvedi, Chit Lin Su, Roy E. Welsch. Cognitive Computation No. 1 (2021): 1-12.

"Kernel Dependence Analysis and Graph Structure Mrophing for Novelty Detection with High-dimensional Small Size Data Set."

Mohammadi-Ghazi, Reza, Roy E. Welsch, and Oral Büyüköztürk. Mechanical Systems and Signal Processing Vol. 143, (2020): 106775.

"Dual Autoencoders Generative Adversarial Network for Imbalanced Classification Problem."

Wu, Ensen, Hongyan Cui, and Roy E. Welsch. IEEE Access Vol. 8, (2020).

"TRANSCOMPP: Understanding Phenotypic Plasticity by Estimating Markov Transition Rates for Cell State Transitions."

Jagannathan, Suhas N., Mario O. Ihsan, Xiao Xuan Kin, Roy E. Welsch, Marie-Véronique Clement, Lisa Tucker-Kellogg. Bioinformatics Vol. 36, No. 9 (2020): 2813–2820.

"Ambivert Degree Identifies Crucial Brain Functional Hubs and Improves Detection of Alzheimer's Disease and Autism Spectrum Disorder."

Gupta, Sukrit, Jagath C. Rajapakse, and Roy Welsch. NeuroImage: Clinical Vol. 25, (2020): 102186.