Hamparsum Bozdogan

7.0k total citations · 2 hit papers
69 papers, 4.7k citations indexed

About

Hamparsum Bozdogan is a scholar working on Artificial Intelligence, Statistics and Probability and Computer Vision and Pattern Recognition. According to data from OpenAlex, Hamparsum Bozdogan has authored 69 papers receiving a total of 4.7k indexed citations (citations by other indexed papers that have themselves been cited), including 29 papers in Artificial Intelligence, 23 papers in Statistics and Probability and 9 papers in Computer Vision and Pattern Recognition. Recurrent topics in Hamparsum Bozdogan's work include Advanced Statistical Methods and Models (18 papers), Statistical Methods and Inference (17 papers) and Neural Networks and Applications (11 papers). Hamparsum Bozdogan is often cited by papers focused on Advanced Statistical Methods and Models (18 papers), Statistical Methods and Inference (17 papers) and Neural Networks and Applications (11 papers). Hamparsum Bozdogan collaborates with scholars based in United States, Türkiye and Japan. Hamparsum Bozdogan's co-authors include Stanley L. Sclove, Oğuz Akbilgiç, Dominique Haughton, Mohsen Kamrani, John E. Bell, Asad J. Khattak, Vincent E. Castillo, Diane A. Mollenkopf, Behram Wali and Yoshio Takane and has published in prestigious journals such as Journal of the American Statistical Association, Machine Learning and Transportation Research Part C Emerging Technologies.

In The Last Decade

Hamparsum Bozdogan

63 papers receiving 4.4k citations

Hit Papers

Model Selection and Akaike's Information Criterion (AIC):... 1987 2026 2000 2013 1987 2000 1000 2.0k 3.0k

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Hamparsum Bozdogan United States 16 796 775 391 387 271 69 4.7k
Ron Wasserstein United States 12 1.0k 1.3× 624 0.8× 607 1.6× 411 1.1× 364 1.3× 20 7.3k
Aa United States 10 1.1k 1.3× 729 0.9× 609 1.6× 554 1.4× 504 1.9× 22 6.8k
Andrea Johnson United States 4 1.2k 1.5× 1.1k 1.5× 488 1.2× 529 1.4× 258 1.0× 6 8.8k
Robert A. Stine United States 28 623 0.8× 573 0.7× 548 1.4× 415 1.1× 702 2.6× 69 5.5k
Paul H. Garthwaite United Kingdom 42 1.4k 1.7× 756 1.0× 633 1.6× 636 1.6× 210 0.8× 128 8.3k
Leland Wilkinson United States 29 836 1.1× 908 1.2× 218 0.6× 436 1.1× 416 1.5× 75 6.1k
David Firth United Kingdom 29 1.4k 1.8× 463 0.6× 750 1.9× 287 0.7× 561 2.1× 94 6.4k
Henk A. L. Kiers Netherlands 45 904 1.1× 1.0k 1.3× 218 0.6× 430 1.1× 626 2.3× 204 8.5k
Patrick J. F. Groenen Netherlands 32 359 0.5× 1.1k 1.4× 386 1.0× 327 0.8× 633 2.3× 122 6.4k
Daniel C. Lee Canada 11 684 0.9× 710 0.9× 320 0.8× 246 0.6× 269 1.0× 58 5.3k

Countries citing papers authored by Hamparsum Bozdogan

Since Specialization
Citations

This map shows the geographic impact of Hamparsum Bozdogan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Hamparsum Bozdogan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Hamparsum Bozdogan more than expected).

Fields of papers citing papers by Hamparsum Bozdogan

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Hamparsum Bozdogan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Hamparsum Bozdogan. The network helps show where Hamparsum Bozdogan may publish in the future.

Co-authorship network of co-authors of Hamparsum Bozdogan

This figure shows the co-authorship network connecting the top 25 collaborators of Hamparsum Bozdogan. A scholar is included among the top collaborators of Hamparsum Bozdogan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Hamparsum Bozdogan. Hamparsum Bozdogan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Han, Lee D., et al.. (2019). Spatio-temporal traffic queue detection for uninterrupted flows. Transportation Research Part B Methodological. 129. 20–34. 17 indexed citations
2.
Akbilgiç, Oğuz, et al.. (2013). A novel Hybrid RBF Neural Networks model as a forecaster. Statistics and Computing. 24(3). 365–375. 76 indexed citations
3.
Bozdogan, Hamparsum, et al.. (2012). Performance of Information Complexity Criteria in Structural Equation Models with Applications. European Journal of Pure and Applied Mathematics. 5(3). 282–301. 2 indexed citations
4.
Bozdogan, Hamparsum & A Howe. (2012). Misspecified Multivariate Regression Models Using the Genetic Algorithm and Information Complexity as the Fitness Function. European Journal of Pure and Applied Mathematics. 5(2). 211–249. 4 indexed citations
5.
Howe, A & Hamparsum Bozdogan. (2012). Robust mixture model cluster analysis using adaptive kernels. Journal of Applied Statistics. 40(2). 320–336. 2 indexed citations
6.
Akbilgiç, Oğuz & Hamparsum Bozdogan. (2011). Predictive Subset Selection using Regression Trees and RBF Neural Networks Hybridized with the Genetic Algorithm. European Journal of Pure and Applied Mathematics. 4(4). 467–485. 4 indexed citations
7.
Bozdogan, Hamparsum, et al.. (2010). Structural equation modeling (SEM) of categorical and mixed-data using the Novel Gifi transformations and information complexity (ICOMP) criterion. DergiPark (Istanbul University). 4 indexed citations
8.
Howe, A & Hamparsum Bozdogan. (2010). Predictive Subset VAR Modeling Using the Genetic Algorithm and Information Complexity. European Journal of Pure and Applied Mathematics. 3(3). 382–405. 5 indexed citations
9.
Bozdogan, Hamparsum, et al.. (2008). Performance of Model Selection Criteria in Bayesian Threshold VAR (TVAR) Models. Econometric Reviews. 28(1-3). 83–101. 2 indexed citations
10.
Bozdogan, Hamparsum, et al.. (2008). Multivariate Regression Models with Power Exponential Random Errors and Subset Selection Using Genetic Algorithms With Information Complexity. European Journal of Pure and Applied Mathematics. 1(1). 4–37. 11 indexed citations
11.
Liu, Zhenqiu & Hamparsum Bozdogan. (2003). RBF neural networks for classification using new Kernel functions. Neural, Parallel & Scientific Computations archive. 11(1). 41–52. 1 indexed citations
12.
Bozdogan, Hamparsum, et al.. (1998). Subset selection in vector autoregressive models using the genetic algorithm with informational complexity as the fitness function. Systems Analysis Modelling Simulation. 31(1). 61–91. 15 indexed citations
13.
Bozdogan, Hamparsum, et al.. (1995). The use of information-based model evaluation criteria in the GMDH algorithm. Systems Analysis Modelling Simulation. 20(1). 29–50. 5 indexed citations
14.
Bozdogan, Hamparsum & Stanley L. Sclove. (1994). Multivariate statistical modeling. Kluwer Academic eBooks. 15 indexed citations
15.
Bozdogan, Hamparsum & Stanley L. Sclove. (1994). Engineering and scientific applications. Kluwer Academic eBooks. 4 indexed citations
16.
Bozdogan, Hamparsum & Stanley L. Sclove. (1994). Theory and methodology of time series analysis. Kluwer Academic eBooks. 1 indexed citations
17.
Bozdogan, Hamparsum, et al.. (1992). Convergence properties of MLE's and asymptotic simultaneous confidence intervals in fitting cardinal B-splines for density estimation. Statistics & Probability Letters. 13(2). 89–98. 3 indexed citations
18.
Bozdogan, Hamparsum, et al.. (1990). SELECTING THE NUMBER OF KNOTS IN FITTING CARDINAL B-SPLINES FOR DENSITY ESTIMATION USING AIC. 20(2). 179–190. 6 indexed citations
19.
Bozdogan, Hamparsum. (1987). Model Selection and Akaike's Information Criterion (AIC): The General Theory and its Analytical Extensions. Psychometrika. 52(3). 345–370. 3301 indexed citations breakdown →
20.
Bozdogan, Hamparsum & Stanley L. Sclove. (1984). Correction to “Multi-sample cluster analysis using Akaike's information criterion”. Annals of the Institute of Statistical Mathematics. 36(1). 162–162. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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