Hamparsum Bozdogan

According to our database, Hamparsum Bozdogan authored at least 16 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Hybridized model selection with Gifi system for categorical data using the genetic algorithm and information complexity.

Engin Karaman, Cigdem A. Cilan, Hamparsum Bozdogan

Electron. Commer. Res. Appl., January, 2023

2021

Robust model selection in linear regression models using information complexity.

Yesim Güney, Hamparsum Bozdogan, Olçay Arslan

J. Comput. Appl. Math., 2021

2020

Segmentation of High Dimensional Time-Series Data Using Mixture of Sparse Principal Component Regression Model with Information Complexity.

Yaojin Sun, Hamparsum Bozdogan

Entropy, 2020

2016

Hybrid kernel density estimation for discriminant analysis with information complexity and genetic algorithm.

Seung H. Baek, Dong Ho Park, Hamparsum Bozdogan

Knowl. Based Syst., 2016

2015

Model selection in multivariate adaptive regression splines (MARS) using information complexity as the fitness function.

Elçin Kartal-Koç, Hamparsum Bozdogan

Mach. Learn., 2015

A Novel Hybrid Dimension Reduction Technique for Undersized High Dimensional Gene Expression Data Sets Using Information Complexity Criterion for Cancer Classification.

Esra Pamukçu, Hamparsum Bozdogan, Sinan Çalik

Comput. Math. Methods Medicine, 2015

2014

A novel Hybrid RBF Neural Networks model as a forecaster.

Oguz Akbilgic, Hamparsum Bozdogan, M. Erdal Balaban

Stat. Comput., 2014

2013

Misspecification Resistant Model Selection Using Information Complexity with Applications.

Hamparsum Bozdogan, John Andrew Howe, Suman Katragadda, Caterina Liberati

Proceedings of the Classification and Data Mining, 2013

Social network analysis of scientific collaborations across different subject fields.

Hamparsum Bozdogan, Oguz Akbilgic

Inf. Serv. Use, 2013

A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information Complexity.

Oguz Akbilgic, Hamparsum Bozdogan

Proceedings of the Data Science, 2013

2008

Uncertainty minimization in multi-sensor localization systems using model selection theory.

Sreenivas R. Sukumar, Hamparsum Bozdogan, David L. Page, Andreas F. Koschan, Mongi A. Abidi

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Learning structurally discriminant features in 3D faces.

Sreenivas R. Sukumar, Hamparsum Bozdogan, David L. Page, Andreas F. Koschan, Mongi A. Abidi

Proceedings of the International Conference on Image Processing, 2008

On handling uncertainty in the fundamental matrix for scene and motion adaptive pose recovery.

Sreenivas R. Sukumar, Hamparsum Bozdogan, David L. Page, Andreas F. Koschan, Mongi A. Abidi

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Sensor Selection Using Information Complexity for Multi-sensor Mobile Robot Localization.

Sreenivas R. Sukumar, Hamparsum Bozdogan, David L. Page, Andreas F. Koschan, Mongi A. Abidi

Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

MuFeSaC: Learning When to Use Which Feature Detector.

Sreenivas R. Sukumar, David L. Page, Hamparsum Bozdogan, Andreas F. Koschan, Mongi A. Abidi

Proceedings of the International Conference on Image Processing, 2007

2003

RBF neural networks for classification using new kernel functions.

Zhenqiu Liu, Hamparsum Bozdogan

Neural Parallel Sci. Comput., 2003