A comparative study of phase II robust multivariate control charts for individual observations. - Shoja'eddin Chenouri; Asokan Mulayath Variyath (Qual. Reliab. Eng. Int., 2011)

A hierarchical selective ensemble randomized neural network hybridized with heuristic feature selection for estimation of sea-ice thickness. - Ahmad Mozaffari; Katharine Andrea Scott; Nasser L. Azad; Shoja'eddin Chenouri (Appl. Intell., 2017)

Phase I monitoring with nonparametric mixed-effect models. - Marjan Rajabi; Mohammad Reza Faridrohani; Shoja'eddin Chenouri (Qual. Reliab. Eng. Int., 2017)

A modular ridge randomized neural network with differential evolutionary distributor applied to the estimation of sea ice thickness. - Ahmad Mozaffari; Katharine Andrea Scott; Shoja'eddin Chenouri; Nasser L. Azad (Soft Comput., 2017)

A new method for performance analysis in nonlinear dimensionality reduction. - Jiaxi Liang; Shoja'eddin Chenouri; Christopher G. Small (Stat. Anal. Data Min., 2020)

Differentially private depth functions and their associated medians. - Kelly Ramsay; Shoja'eddin Chenouri (CoRR, 2021)

Concentration of the exponential mechanism and differentially private multivariate medians. - Kelly Ramsay; Aukosh Jagannath; Shoja'eddin Chenouri (CoRR, 2022)

A non-alternating graph hashing algorithm for large-scale image search. - Sobhan Hemati; Mohammad Hadi Mehdizavareh; Shoja'eddin Chenouri; Hamid R. Tizhoosh (Comput. Vis. Image Underst., 2022)

An elementary concentration bound for Gibbs measures arising in statistical learning theory. - Kelly Ramsay; Aukosh Jagannath; Shoja'eddin Chenouri (Trans. Mach. Learn. Res., 2025)

An Efficient Continual Learning Framework for Multivariate Time Series Prediction Tasks with Application to Vehicle State Estimation. - Arvin Hosseinzadeh; Ladan Khoshnevisan; Mohammad Pirani; Shoja'eddin Chenouri; Amir Khajepour (CoRR, 2025)

ReSeleCT: A New Approach for Continual Learning With Application to Vehicle State Estimation. - Arvin Hosseinzadeh; Reza Valiollahi Mehrizi; Mohammad Pirani; Shoja'eddin Chenouri; Amir Khajepour (IEEE Trans. Intell. Veh., 2025)