Hamparsum Bozdogan - researchr alias

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Viewing Publication 1 - 16 from 16

2023

Hybridized model selection with Gifi system for categorical data using the genetic algorithm and information complexityEngin Karaman, Cigdem A. Cilan, Hamparsum Bozdogan. ecra, 57:101221, January 2023. [doi]

2021

Robust model selection in linear regression models using information complexityYesim Güney, Hamparsum Bozdogan, Olcay Arslan. jcam, 398:113679, 2021. [doi]

2020

Segmentation of High Dimensional Time-Series Data Using Mixture of Sparse Principal Component Regression Model with Information ComplexityYaojin Sun, Hamparsum Bozdogan. entropy, 22(10):1170, 2020. [doi]

2016

Hybrid kernel density estimation for discriminant analysis with information complexity and genetic algorithmSeung H. Baek, Dong Ho Park, Hamparsum Bozdogan. kbs, 99:79-91, 2016. [doi]

2015

Model selection in multivariate adaptive regression splines (MARS) using information complexity as the fitness functionElçin Kartal-Koç, Hamparsum Bozdogan. ml, 101(1-3):35-58, 2015. [doi]

A Novel Hybrid Dimension Reduction Technique for Undersized High Dimensional Gene Expression Data Sets Using Information Complexity Criterion for Cancer ClassificationEsra Pamukçu, Hamparsum Bozdogan, Sinan Çalik. cmmm, 2015, 2015. [doi]

2014

A novel Hybrid RBF Neural Networks model as a forecasterOguz Akbilgic, Hamparsum Bozdogan, M. Erdal Balaban. sac, 24(3):365-375, 2014. [doi]

2013

A New Supervised Classification of Credit Approval Data via the Hybridized RBF Neural Network Model Using Information ComplexityOguz Akbilgic, Hamparsum Bozdogan. ecda 2015: 13-27 [doi]

Misspecification Resistant Model Selection Using Information Complexity with ApplicationsHamparsum Bozdogan, J. Andrew Howe, Suman Katragadda, Caterina Liberati. In Antonio Giusti, Gunter Ritter, Maurizio Vichi, editors, Classification and Data Mining. Studies in Classification, Data Analysis, and Knowledge Organization, pages 165-172, Springer, 2013. [doi]

Social network analysis of scientific collaborations across different subject fieldsHamparsum Bozdogan, Oguz Akbilgic. isu, 33(3-4):219-233, 2013. [doi]

2008

2007

MuFeSaC: Learning When to Use Which Feature DetectorSreenivas R. Sukumar, David L. Page, Hamparsum Bozdogan, Andreas Koschan, Mongi A. Abidi. icip 2007: 149-152 [doi]

Sensor Selection Using Information Complexity for Multi-sensor Mobile Robot LocalizationSreenivas R. Sukumar, Hamparsum Bozdogan, David L. Page, Andreas Koschan, Mongi A. Abidi. icra 2007: 4158-4163 [doi]

2003

RBF neural networks for classification using new kernel functionsZhenqiu Liu, Hamparsum Bozdogan. npsc, 11:41-52, 2003.

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