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Hamparsum Bozdogan

Affiliations:

The University of Tennessee, Knoxville, TN, United States

Area:

Statistics

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"Hamparsum Bozdogan"

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Parents

Children

Zhenqiu Liu	grad student	2002	University of Tennessee
Xinli Bao	grad student	2004	University of Tennessee
Minhui Liu	grad student	2006	University of Tennessee

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Publications

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Sun Y, Bozdogan H. (2020) Segmentation of High Dimensional Time-Series Data Using Mixture of Sparse Principal Component Regression Model with Information Complexity. Entropy (Basel, Switzerland). 22
Mohebbi S, Pamukcu E, Bozdogan H. (2019) A new data adaptive elastic net predictive model using hybridized smoothed covariance estimators with information complexity Journal of Statistical Computation and Simulation. 89: 1060-1089
Bozdogan H, Baek SH. (2018) Hybridized Support Vector Machine and Recursive Feature Elimination with Information Complexity Statistics, Optimization & Information Computing. 6
Wali B, Khattak AJ, Bozdogan H, et al. (2018) How is driving volatility related to intersection safety? A Bayesian heterogeneity-based analysis of instrumented vehicles data Transportation Research Part C: Emerging Technologies. 92: 504-524
Baek SH, Park DH, Bozdogan H. (2016) Hybrid kernel density estimation for discriminant analysis with information complexity and genetic algorithm Knowledge-Based Systems. 99: 79-91
Pamukçu E, Bozdogan H, Çalık S. (2015) A novel hybrid dimension reduction technique for undersized high dimensional gene expression data sets using information complexity criterion for cancer classification. Computational and Mathematical Methods in Medicine. 2015: 370640
Akbilgic O, Bozdogan H, Balaban ME. (2014) A novel Hybrid RBF Neural Networks model as a forecaster Statistics and Computing. 24: 365-375
Kartal Koc E, Bozdogan H. (2014) Model selection in multivariate adaptive regression splines (MARS) using information complexity as the fitness function Machine Learning. 101: 35-58
Howe JA, Bozdogan H. (2013) Robust mixture model cluster analysis using adaptive kernels Journal of Applied Statistics. 40: 320-336
Liberati C, Howe JA, Bozdogan H. (2009) Data Adaptive Simultaneous Parameter and Kernel Selection in Kernel Discriminant Analysis Using Information Complexity Journal of Pattern Recognition Research. 4: 119-132

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