Classification Based on Depth Transvariations. - Nedret Billor; Asheber Abebe; Asuman Turkmen; Sai V. Nudurupati (J. Classif., 2008)

A Comparison of Multiple Outlier Detection Methods for Regression Data. - Nedret Billor; Gulsen Kiral (Commun. Stat. Simul. Comput., 2008)

Recognition of Western style musical genres using machine learning techniques. - Mohamed M. Mostafa; Nedret Billor (Expert Syst. Appl., 2009)

On balancing energy efficiency and estimation error in compressed sensing. - Donglin Hu; Shiwen Mao; Nedret Billor (GLOBECOM, 2012)

Functional outlier detection with robust functional principal component analysis. - Pallavi Sawant; Nedret Billor; Hyejin Shin (Comput. Stat., 2012)

On the trade-off between energy efficiency and estimation error in compressive sensing. - Donglin Hu; Shiwen Mao; Nedret Billor; Prathima Agrawal (Ad Hoc Networks, 2013)

MM-type smoothing spline estimators for principal functions. - Seokho Lee; Hyejin Shin; Nedret Billor (Comput. Stat. Data Anal., 2013)

Partial least squares classification for high dimensional data using the PCOUT algorithm. - Asuman Turkmen; Nedret Billor (Comput. Stat., 2013)

Finding multivariate outliers in fMRI time-series data. - John F. Magnotti; Nedret Billor (Comput. Biol. Medicine, 2014)

A Distribution-Free Multivariate Phase I Location Control Chart for Subgrouped Data from Elliptical Distributions. - Richard C. Bell; L. Allison Jones-Farmer; Nedret Billor (Technometrics, 2014)

Robust Principal Component Functional Logistic Regression. - Melody Denhere; Nedret Billor (Commun. Stat. Simul. Comput., 2016)

Identifying Plant Part Composition of Forest Logging Residue Using Infrared Spectral Data and Linear Discriminant Analysis. - Gifty E. Acquah; Brian K. Via; Nedret Billor; Oladiran O. Fasina; Lori G. Eckhardt (Sensors, 2016)

Robust group-Lasso for functional regression model. - Jasdeep Pannu; Nedret Billor (Commun. Stat. Simul. Comput., 2017)

Robust sparse functional regression model. - Jasdeep Pannu; Nedret Billor (Commun. Stat. Simul. Comput., 2022)

Outlier Detection with Cluster Catch Digraphs. - Rui Shi; Nedret Billor; Elvan Ceyhan (CoRR, 2024)

Outlyingness Scores with Cluster Catch Digraphs. - Rui Shi; Nedret Billor; Elvan Ceyhan (CoRR, 2025)

Cluster Catch Digraphs with the Nearest Neighbor Distance. - Rui Shi; Nedret Billor; Elvan Ceyhan (CoRR, 2025)

Sure independent screening for functional regression model. - Yuan Yuan; Nedret Billor (Commun. Stat. Simul. Comput., 2025)