Usman Roshan | People

Journal Article

Y Yang, Frank Y. Shih, Usman W. Roshan. 2022. "Defense against adversarial attacks based on stochastic descent sign activation networks on medical images." Pattern Recognition and Artificial Intelligence, vol. 36, no. 3, pp. 2254005 (17 pages).

Abdulrhman Aljouie, Ling Zhong, Usman W. Roshan. 2018. "Anchor selection for pairwise whole genome sequence alignment with the maximum scoring subsequence and GPUs." International Conference on Intelligent Biology and Medicine.

Nihir Patel, Abdulrhman Aljouie, Bharati Jhadav, Usman W. Roshan. 2016. "Cross-validation and cross-study validation of chronic lymphocytic leukemia with exome sequences and machine learning." International Journal of Data Mining and Bioinformatics (IJDMB).

Abdulrhman Aljouie, Srividya Ramakrishnan, Mohamadreza Esfandiari, Usman W. Roshan. 2015. "Chi8: Fast detection of significant interacting SNPs with the chi-square 8-df test on a GPU." BMC Research Notes.

Turki Turki, Usman W. Roshan. 2014. "MaxSSmap: a GPU algorithm based on the maximum scoring subsequence for mapping DNA sequences to genomes." BMC Genomics.

Usman W. Roshan, Satishc Chikkagoudar, Zhi Wei, Kai Wang, Hakon Hakonarson. 2011. "Ranking causal variants and associated regions in genome-wide association studies by the support vector machine and random forest ." Nucleic Acids Research.

Conference Proceeding

"Adversarially robust and accurate machine learning for image classification"
CRA-WP Visual Workshop, April (2nd Quarter/Spring), 2021.

"Statistically Rigorous Testing of Clustering Implementations"
The First IEEE International Conference on Artificial Intelligence Testing (AI Testing'19), April (2nd Quarter/Spring), 2019.

"Cross-validation and cross-study validation of kidney cancer with machine learning and whole exome sequences from the National Cancer Institute"
IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology , May, 2018.

"A k-means based feature learning method for protein sequence classification"
ISCA International Conference on Bioinformatics and Computational Biology , March, 2018.

"Prediction of continous phenotypes in mouse, fly, and rice genome wide association studies with support vector regression SNPs and ridge regression classifier"
IEEE International Conference on Machine Learning and Applications (ICMLA), December, 2015.

"Cross-validation and cross-study validation of chronic lymphocytic leukemia with exome sequences and machine learning"
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), November, 2015.

Chapter

Usman W. Roshan. "Multiple sequence alignment using Probalign and Probcons." In David Russell, eds., Humana Press (part of Springer), 2013.