Hamparsum Bozdogan

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 6

Top Topics

Model Selection

Linear Regression Models

Top Venues

J. Comput. Appl. Math.

Publications

Engin Karaman, Cigdem A. Cilan, Hamparsum Bozdogan
Hybridized model selection with Gifi system for categorical data using the genetic algorithm and information complexity. Electron. Commer. Res. Appl. 57 (2023)
Yesim Güney, Hamparsum Bozdogan, Olcay Arslan
Robust model selection in linear regression models using information complexity. J. Comput. Appl. Math. 398 (2021)
Yaojin Sun, Hamparsum Bozdogan
Segmentation of High Dimensional Time-Series Data Using Mixture of Sparse Principal Component Regression Model with Information Complexity. Entropy 22 (10) (2020)
Seung H. Baek, Dong Ho Park, Hamparsum Bozdogan
Hybrid kernel density estimation for discriminant analysis with information complexity and genetic algorithm. Knowl. Based Syst. 99 (2016)
Esra Pamukçu, Hamparsum Bozdogan, Sinan Çalik
A Novel Hybrid Dimension Reduction Technique for Undersized High Dimensional Gene Expression Data Sets Using Information Complexity Criterion for Cancer Classification. Comput. Math. Methods Medicine 2015 (2015)
Elçin Kartal-Koç, Hamparsum Bozdogan
Model selection in multivariate adaptive regression splines (MARS) using information complexity as the fitness function. Mach. Learn. 101 (1-3) (2015)
Oguz Akbilgic, Hamparsum Bozdogan, M. Erdal Balaban
A novel Hybrid RBF Neural Networks model as a forecaster. Stat. Comput. 24 (3) (2014)
Hamparsum Bozdogan, Oguz Akbilgic
Social network analysis of scientific collaborations across different subject fields. Inf. Serv. Use 33 (3-4) (2013)
Oguz Akbilgic, Hamparsum Bozdogan
A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information Complexity. ECDA (2013)
Sreenivas R. Sukumar, Hamparsum Bozdogan, David L. Page, Andreas F. Koschan, Mongi A. Abidi
On handling uncertainty in the fundamental matrix for scene and motion adaptive pose recovery. CVPR (2008)
Sreenivas R. Sukumar, Hamparsum Bozdogan, David L. Page, Andreas F. Koschan, Mongi A. Abidi
Learning structurally discriminant features in 3D faces. ICIP (2008)
Sreenivas R. Sukumar, Hamparsum Bozdogan, David L. Page, Andreas F. Koschan, Mongi A. Abidi
Uncertainty minimization in multi-sensor localization systems using model selection theory. ICPR (2008)
Sreenivas R. Sukumar, David L. Page, Hamparsum Bozdogan, Andreas F. Koschan, Mongi A. Abidi
MuFeSaC: Learning When to Use Which Feature Detector. ICIP (6) (2007)
Sreenivas R. Sukumar, Hamparsum Bozdogan, David L. Page, Andreas F. Koschan, Mongi A. Abidi
Sensor Selection Using Information Complexity for Multi-sensor Mobile Robot Localization. ICRA (2007)
Zhenqiu Liu, Hamparsum Bozdogan
RBF neural networks for classification using new kernel functions. Neural Parallel Sci. Comput. 11 (1 & 2) (2003)