Scientist, Naval Ocean Systems Center (NOSC), San Diego, CA.
1985 - 1991
Other
Secondary appointment as Professor in the Department of Computer Science in the Whiting School of Engineering at The Johns Hopkins UniversityRenewed for the period September 1, 2006 through August 31, 2011
Core Member, JHU Center for Imaging Science
Professional Activities
Associate Editor, Computational Statistics and Data Analysis
Associate Editor, Journal of Computational and Graphical Statistics
Board of Directors, Computing Science and Statistics: Interface Foundation of North America (1997-2003); President (2001-2004)
Chair, American Statistical Association (ASA)
Section on Statistical Computing
(Elected 2002)
Associate Editor, Computational Statistics
National Security Agency Advisory Board Mathematics Panel
IMS Representative to CBMS (Conference Board of the Mathematical Sciences) (2000-2003)
IASC Program Chair, The International Statistics Institute's 53rd Biennial Session, Seoul, South Korea, August 2001
Institute of Mathematical Statistics (IMS) New Researchers Committee (Chair) (1998-)
National Representative and Chapter Secretary for the Maryland Chapter of the American Statistical Association (1995-)
Chair, Graduate Admissions Committee, Department of Applied Mathematics and Statistics, The Johns Hopkins University
Member: American Statistical Association (ASA); Institute of Mathematical Statistics (IMS);
Institute of Electrical and Electronics Engineers (IEEE);
Interface Foundation of North America (IFNA); International Association of Statistical Computing (IASC); Society for Industrial and Applied Mathematics (SIAM); Sigma Xi - The Scientific Research Society
Program Chair, 1999 IMS New Researchers' Conference, Baltimore, MD, August 1999
Research Interests
Computational statistics
Modelling & statistical inference on random graphs, and on time series thereof
Kernel and mixture estimates
Statistical pattern recognition
Statistical image analysis
Finding (unanticipated) structure in (high-dimensional) data
Publications: All Publications
Marchette, D.J. and C.E. Priebe. "Adaptive kernel neural network". Math Comput Model14 (1990):328-333
Solka, J.L., C.E. Priebe, and G.W. Rogers. "An initial assessment of discriminant surface complexity for power law features". Simulation58 (1992):311-318
Rogers, G.W., J.L. Solka, C.E. Priebe, and H.H. Szu. "Optoelectronic computation of waveletlike-based features". Opt Eng31, no. 9 (1992):1886-1892
Woods, K.S., C.C. Doss, K.W. Bowyer, J.L. Solka, C.E. Priebe, and W.P. Kegelmeyer. "Comparative evaluation of pattern recognition techniques for detection of microcalcifications in mammography". Int J Pattern Recog Artif Intell7, no. 6 (1993):1417-1436
Priebe, C.E. and D.J. Marchette. "Adaptive mixture density estimation". Pattern Recog26, no. 5 (1993):771-785
Rogers, G.W., J.L. Solka, D.S. Malyevac, and C.E. Priebe. "A self organizing network for computing a posteriori conditional class probability". IEEE Trans Syst Man Cybernetics23, no. 6 (1993):1672-1682
Priebe, C.E. "Adaptive mixtures". J Am Stat Assoc89, no. 427 (1994):796-806
Priebe, C.E., J.L. Solka, R.A. Lorey, G.W. Rogers, W.L. Poston, M. Kallergi, W. Qian, L.P. Clarke, and R.A. Clark. "The application of fractal analysis to mammographic tissue classification". Cancer Letters77 (1994):183-189
Poston, W.L., G.W. Rogers, C.E. Priebe, and J.L. Solka. "A qualitative analysis of the resistive grid kernel estimator". Pattern Recognition Letters15 (1994):219-225
Rogers, G.W., J.L. Solka, and C.E. Priebe. "A PDP approach to localized fractal dimension computation with segmentation boundaries". Simulation65 (1995):26-36
Priebe, C.E., T. Olson, D.M. Healy. "A Spatial Scan Statistic for Stochastic Scan Partitions". Journal of the American Statistical Association92. 440 (1997):1476-1484
Priebe, C.E, D.J. Marchette, G.W. Rogers. "Segmentation of Random Fields via Borrowed Strength Density Estimation". IEEE Transactions on Pattern Analysis and Machine Intelligence19. 5 (1997):494-499
Priebe, C.E., D.J. Marchette, G.W. Rogers. "Semiparametric Nonhomogeniety Analysis". Journal of Statistical Planning and Inference59. 1 (1997):45-60
Poston, W.L., E.J. Wegman, C.E. Priebe, J.L. Solka. "A Deterministic Method for Robust Estimation of Multivariate Locaiton and Shape". Journal of Computational and Graphical Statistics6. 3 (1997):300-313
Marchette, D.J., R.A. Lorey, C.E. Priebe. "An Analysis of Local Feature Extraction in Digital Mammography". Pattern Recognition30. 9 (1997):1547-1554
Wallet, B.W., J.L. Solka, C.E. Priebe. "A Method for Detecting Microcalcifications in Digital Mammograms". Journal of Digital Imaging10. 3 (1997):136-139
Solka, J.L., E.J. Wegman, C.E. Priebe, W.L. Poston, G.W. Rogers. "Mixture Structure Analysis Using the Akaike Information Criterion and the Bootstrap". Statistics and Computing8 (1998):177-188
Priebe, C.E. and L.J. Cowen. "A Generalized Wilcoxon-Mann-Whitney Statistic". Communications in Statistics: Theory and Methods28. 12 (1999):2871-2878
Friedman, H.S. and C.E. Priebe. "Smoothing Bandwidth Selection for Response Latency Estimation". Journal of Neuroscience Methods87 (1999):13-16
Xie, J., C.E. Priebe. "Generalizing the Mann-Whitney-Wilcoxon Statistic". Journal of Nonparametric Statistics12 (2000):661-682
Lee, D.S. and C.E. Priebe. "Exact Mean and Mean Squared Error of the Smoothed Bootstrap Mean Integrated Squared Error Estimator". Computational Statistics15. 2 (2000):169-181
Priebe, C.E., D.J. Marchette. "Alternating Kernel and Mixture Density Estimates". Computational Statistics and Data Analysis35. 1 (2000):43-65
Priebe, C.E., D. Chen. "Spatial Scan Density Estimates". Technometrics43. 1 (2001):73-83
Naiman, D.Q, C.E. Priebe. "Computing Scan Statistic p-Values using Importance Sampling, with Applications to Genetics and Medical Image Analysis". Journal of Computational and Graphical Statistics10. 2 (2001):296-328
Priebe, C.E., J.G. DeVinney, D.J. Marchette. "On the Distribution of the Domination Number for Random Class Cover Catch Digraphs". Statistics and Probability Letters55 (2001):239-246
James, L.F., C.E. Priebe, D.J. Marchette. "Consistent Estimation of Mixture Complexity". Annals of Statistics29. 5 (2001):1281-1296
Priebe, C.E.. "Olfactory Classification via Interpoint Distance Analysis". IEEE Transactions on Pattern Analysis and Machine Intelligence23. 4 (2001):404-413
Priebe, C.E., D.Q. Naiman, L. Cope. "Importance Sampling for Spatial Scan Analysis: Computing Scan Statistic p-Values for Marked Point Processes". Computational Statistics and Data Analysis35. 4 (2001):475-485
Abrams, L., D.E. Fishkind, C.E. Priebe. "A Proof of the Spherical Homeomorphism Conjecture for Surfaces". IEEE Transactions on Medical Imaging21. 12 (2002)
Xie, J., C.E. Priebe. "A Weighted Generalization of the Mann-Whitney-Wilcoxon Statistic". Journal of Statistical Planning and Inference102. 2 (2002):441-466
Solka, J.L., B.T. Clark, C.E. Priebe. "A Visualization Framework for the Analysis of Hyperdimensional Data". International Journal of Image and Graphics2. 1 (2002):145-161
Miller, M.I., M. Hosakere, A.R. Barker, C.E. Priebe, N. Lee, J.T. Ratnanather, L. Wang, M. Gado, J.C. Morris, J.G. Csernansky. "Labeled Cortical Mantle Distance Maps
of the Cingulate
Quantify Differences Between
Dementia of the Alzheimer Type
and Healthy Aging". Proceedings of the National Academy of Sciences100. 25 (2003):15172-15177
Priebe, C.E., J.L. Solka, D.J. Marchette, and B.T. Clark. "Class Cover Catch Digraphs for Latent Class Discovery
in Gene Expression Monitoring by DNA Microarrays". Computational Statistics and Data Analysis43. 4 (2003):621-632
Pilla, R.S., P. Tao, and C.E. Priebe. "Adaptive Methods for Spatial Scan Analysis
via Semiparametric Mixture Models". Journal of Computational and Graphical Statistics12. 2 (2003):332-353
Priebe, C.E., D.J. Marchette, J.G. DeVinney, and D.A. Socolinsky. "Classification Using Class Cover Catch Digraphs". Journal of Classification20. 1 (2003):3-23
Olson, T., J.S. Pang, and C.E. Priebe. "A Likelihood--MPEC Approach to Target Classification". Mathematical ProgrammingSeries A, 96 (2003):1-31
Marchette, D.J., and C.E. Priebe. "Characterizing the Scale Dimension of a
high dimensional classification problem". Pattern Recognition36. 1 (2003):45-60
D.A. Socolinsky, J.D. Neuheisel, C.E. Priebe, D. Marchette and J. DeVinney. "A Boosted CCCD Classifier for Fast Face Detection". Computing Science and Statistics (2003)
J.T. Ratnanather, C.E. Priebe, and M.I. Miller,. "Semi-Automated Segmentation of Cortical Subvolumes via
Hierarchical Mixture Modelling". Proceedings of the SPIE Medical Imaging (2003)
R. Coifman, J.G. DeVinney, D. Healy,
S. Jones, D. Marchette, C.E. Priebe,
J. Solka, A. Tsao, and E.J. Wegman. "Mathematical Challenges in Novel Types of Data Mining and Perceptual Support". Virtual Worlds and Simulation Conference 2003 (2003)
D.J. Marchette and C.E. Priebe. "Integrated Sensing and Processing Decision Trees". Hawaii International Conference on Statistics and Related Fields (2003)
Ceyhan & Priebe. "Central Similarity Proximity Maps in Delaunay Tesselations". Proceedings of the Statistical Computing Section,
American Statistical Association, (2003)
Barker, Priebe, et al.. "Statistical Testing on Labelled Cortical Distance Maps to Identify Dementia Progression". Proceedings of the Statistical Computing Section, American Statistical Association (2003)
Giles, Marchette, Priebe. "A Backscatter Characterization of Denial of Service Attacks". Proceedings of the Statistical Computing Section, American Statistical Association (2003)
DeVinney, Priebe, Marchette, Socolinsky. "Classification Using the Random Walk Class Cover". Proceedings of the Statistical Computing Section, American Statistical Association (2003)
K.E. Giles, D.J. Marchette, C.E. Priebe. "On the Spectral Analysis of Backscatter Data". Hawaii International Conference on Statistics and Related Fields (2004)
K.E. Giles, D.J Marchette, C.E. Priebe. "The Development and Exploration of Online Classifiers for Backscatter from Denial of Service Attacks". Proceedings of the Statistical Computing Section,
American Statistical Association (2004)
Johannsen, D.A., E.J. Wegman, J.L. Solka, and C.E. Priebe. "Simultaneous selection of features and metric for optimal nearest neighbor classification". Communications in Statistics: Theory and Methods33. 9 (2004):2137-2158
Priebe, C.E., D.J. Marchette, and D.M. Healy. "Integrated Sensing and Processing Decision Trees". IEEE Transactions on Pattern Analysis and Machine Intelligence
26. 6 (2004):699-708
Abrams, L., D.E. Fishkind, C.E. Priebe. "The Generalized Spherical Homeomorphism Theorem for Digital Images". IEEE Transactions on Medical Imaging23. 5 (2004):655-657
D.J Marchette, C.E. Priebe, Y. Park. "Comparing Apples & Oranges: Methods for Comparing the Incomparable". Hawaii International Conference on Statistics and Related Fields (2004)
C.E. Priebe, D.J. Marchette, and D.M. Healy. "Integrated Sensing and Processing for Statistical Pattern Recognition." Modern Signal Processing. Cambridge University Press, 2004.
C. E. Priebe, D. J. Marchette, Y. Park, E. Wegman, J. Solka, D. Socolinsky, D. Karakos, K. Church, R. Guglielmi, R. Coifman, D. Lin, D. Healy, M. Jacobs, A. Tsao. "Iterative Denoising for Cross-corpus Discovery". Proceedings of the 2004 Symposium on Computational Statistics, Prague, Czech Republic (2004)
Priebe, C.E., D.E. Fishkind, L.A. Abrams, and C.D. Piatko. "Random Disambiguation Paths for Traversing a Mapped Hazard Field". Naval Research Logistics52. 3 (2005):285-292
Eveland, C.K., D.A. Socolinsky, C.E. Priebe, and D.J. Marchette. "A Hierarchical Methodology for Class Detection Problems with Skewed Priors". Journal of Classification22. 1 (2005):17-48
Ceyhan, E., C.E. Priebe. "The use of domination number of a random proximity
catch digraph for testing segregation/association". Statistics and Probability Letters73. 1 (2005):37-50
Priebe, C.E., J.M. Conroy, D.J. Marchette, Y. Park. "Scan Statistics on Enron Graphs". Computational and Mathematical Organization Theory11. 3 (2005):229-247
Karakos, Khudanpur, Eisner, Priebe. "Unsupervised Classification via Decision Trees: An Information-Theoretic Perspective". IEEE International Conference on Acoustics, Speech, and Signal Processing (2005)
Marchette, Wegman, Priebe. "Fast Algorithms for Classification Using Class Cover Catch Digraphs." Handbook of Statistics, Volume 24: Data Mining and Data Visualization. , 2005. 331-358.
Priebe, C.E., M.I. Miller, J.T. Ratnanather. "Segmenting Magnetic Resonance Images via Hierarchical Mixture Modelling". Computational Statistics and Data Analysis50. 2 (2006):551-567
Ceyhan, E., C.E. Priebe. "On the Distribution of the Domination Number of Random $r$-Factor Proportional-Edge Proximity Catch Digraphs". Model Assisted Statistics and Applications1. 4 (2006):231-255
Ceyhan, E., C.E. Priebe, J.C Wierman. "Relative Density of a Random Proximity Catch Digraph
for Testing Spatial Patterns of Segregation and Association". Computational Statistics and Data Analysis50. 8 (2006):1925-1964
Priebe, C.E., D.J. Marchette, Y. Park, R.R. Muise. "An Application of Integrated Sensing and Processing
Decision Trees for Target Detection and Localization
on Digital Mirror Array Imagery". Applied Optics45. 13 (2006):3022-3030
D.J. Marchette, C.E. Priebe, Y. Park, D. Karakos. "Iterative Denoising for Adaptive Sensors". Hawaii International Conference on Statistics and Related Fields (2006)
John, M., and C.E. Priebe. "A data-adaptive methodology for finding an optimal weighted generalized Mann-Whitney-Wilcoxon statistic". Computational Statistics and Data Analysis51. 9 (2007):4337-4353
Ceyhan, E., C.E. Priebe, D.J. Marchette. "A New Family of Random Graphs for Testing Spatial Segregation". Canadian Journal of Statistics35. 1 (2007):27-50
Fishkind, D.E., C.E. Priebe, K.E. Giles, L.N. Smith, and A. Aksakalli. "Disambiguation Protocols Based on Risk Simulation". IEEE Transactions on System, Man and Cybernetics, Part A37. 5 (2007):814-823
Karakos, D., S. Khudanpur, D.J. Marchette, A. Papamarcou, and C.E. Priebe. "On the Minimization ofConcave Information Functionals for Unsupervised Classification via Decision Trees". Statistics & Probability Letters (2008) (accepted for publication, September, 2007)
M.I. Miller, C.E. Priebe, et al.. "Collaborative Computational Anatomy". (2008) (Submitted for publication, 2006 ; revised Aug 2007)
C.E. Priebe and W.D. Wallis. "On the Anomalous Behaviour of a Class of Locality Statistics". Discrete Mathematics (2008) (accepted for publication, April, 2007)
K.E. Giles, M.W. Trosset, D.J. Marchette, and C.E. Priebe. "Iterative Denoising". Computational Statistics (2008) (accepted for publication, July, 2007)
D.J. Marchette and C.E. Priebe. "Scan Statistics for Interstate Alliance Graphs". (2008) (Submitted for publication, 2006 ; revised May 2007)
D. Karakos, S. Khudanpur, J. Eisner, and C.E. Priebe. "Information-Theoretic Aspects of Iterative Denoising". (2008) (Submitted for publication, 2006 ; revised Feb 2007)
Marchette, D.J. and Priebe, C.E.. "Predicting Unobserved Links in Incompletely Observed Networks". Computational Statistics and Data Analysis (2008) (accepted for publication, March, 2007)
Y. Park, C.E. Priebe, M.I. Miller, N. Ram Mohan and K.N. Botteron. "Statistical Analysis of Twin Populations using Dissimilarity Measurements in Hippocampus Shape Space". Journal of Biomedicine and Biotechnology (2008) (accepted for publication, November, 2007)
DJ Marchette and CE Priebe. "Modeling Interstate Alliances with Constrained Random Dot Product Graphs". (2008) (submitted January 2007)
MW Trosset and CE Priebe. "The Out-of-Sample Problem for Classical Multidimensional Scaling". (2008) (submitted January 2007)
MW Trosset and CE Priebe. "Semisupervised Learning from Dissimilarity Data". (2008) (submitted January 2007)
A Aksakalli, DE Fishkind, CE Priebe, X Ye. "The CR Disambiguation Protocol". (2008) (submitted August 2007)
A Rukhin, CE Priebe, DJ Healy. "On the Monotone Likelihood Ratio Property for the Convolution of Independent Binomial Random Variables". (2008) (submitted October 2007)
C.C. Overall, J.L. Solka, C.E. Priebe, and J.W. Weller. "Using Scan Statistics for Anomaly Detection in Genetic Regulatory Networks". (2008) (submitted February 2007)
Publications: Book Chapters
Marchette, Wegman, Priebe. "Fast Algorithms for Classification Using Class Cover Catch Digraphs." Handbook of Statistics, Volume 24: Data Mining and Data Visualization. , 2005. 331-358.
C.E. Priebe, D.J. Marchette, and D.M. Healy. "Integrated Sensing and Processing for Statistical Pattern Recognition." Modern Signal Processing. Cambridge University Press, 2004.
Publications: Journals
Karakos, D., S. Khudanpur, D.J. Marchette, A. Papamarcou, and C.E. Priebe. "On the Minimization ofConcave Information Functionals for Unsupervised Classification via Decision Trees". Statistics & Probability Letters (2008) (accepted for publication, September, 2007)
M.I. Miller, C.E. Priebe, et al.. "Collaborative Computational Anatomy". (2008) (Submitted for publication, 2006 ; revised Aug 2007)
C.E. Priebe and W.D. Wallis. "On the Anomalous Behaviour of a Class of Locality Statistics". Discrete Mathematics (2008) (accepted for publication, April, 2007)
K.E. Giles, M.W. Trosset, D.J. Marchette, and C.E. Priebe. "Iterative Denoising". Computational Statistics (2008) (accepted for publication, July, 2007)
D.J. Marchette and C.E. Priebe. "Scan Statistics for Interstate Alliance Graphs". (2008) (Submitted for publication, 2006 ; revised May 2007)
D. Karakos, S. Khudanpur, J. Eisner, and C.E. Priebe. "Information-Theoretic Aspects of Iterative Denoising". (2008) (Submitted for publication, 2006 ; revised Feb 2007)
Marchette, D.J. and Priebe, C.E.. "Predicting Unobserved Links in Incompletely Observed Networks". Computational Statistics and Data Analysis (2008) (accepted for publication, March, 2007)
Y. Park, C.E. Priebe, M.I. Miller, N. Ram Mohan and K.N. Botteron. "Statistical Analysis of Twin Populations using Dissimilarity Measurements in Hippocampus Shape Space". Journal of Biomedicine and Biotechnology (2008) (accepted for publication, November, 2007)
DJ Marchette and CE Priebe. "Modeling Interstate Alliances with Constrained Random Dot Product Graphs". (2008) (submitted January 2007)
MW Trosset and CE Priebe. "The Out-of-Sample Problem for Classical Multidimensional Scaling". (2008) (submitted January 2007)
MW Trosset and CE Priebe. "Semisupervised Learning from Dissimilarity Data". (2008) (submitted January 2007)
A Aksakalli, DE Fishkind, CE Priebe, X Ye. "The CR Disambiguation Protocol". (2008) (submitted August 2007)
A Rukhin, CE Priebe, DJ Healy. "On the Monotone Likelihood Ratio Property for the Convolution of Independent Binomial Random Variables". (2008) (submitted October 2007)
C.C. Overall, J.L. Solka, C.E. Priebe, and J.W. Weller. "Using Scan Statistics for Anomaly Detection in Genetic Regulatory Networks". (2008) (submitted February 2007)
John, M., and C.E. Priebe. "A data-adaptive methodology for finding an optimal weighted generalized Mann-Whitney-Wilcoxon statistic". Computational Statistics and Data Analysis51. 9 (2007):4337-4353
Ceyhan, E., C.E. Priebe, D.J. Marchette. "A New Family of Random Graphs for Testing Spatial Segregation". Canadian Journal of Statistics35. 1 (2007):27-50
Fishkind, D.E., C.E. Priebe, K.E. Giles, L.N. Smith, and A. Aksakalli. "Disambiguation Protocols Based on Risk Simulation". IEEE Transactions on System, Man and Cybernetics, Part A37. 5 (2007):814-823
Priebe, C.E., M.I. Miller, J.T. Ratnanather. "Segmenting Magnetic Resonance Images via Hierarchical Mixture Modelling". Computational Statistics and Data Analysis50. 2 (2006):551-567
Ceyhan, E., C.E. Priebe. "On the Distribution of the Domination Number of Random $r$-Factor Proportional-Edge Proximity Catch Digraphs". Model Assisted Statistics and Applications1. 4 (2006):231-255
Ceyhan, E., C.E. Priebe, J.C Wierman. "Relative Density of a Random Proximity Catch Digraph
for Testing Spatial Patterns of Segregation and Association". Computational Statistics and Data Analysis50. 8 (2006):1925-1964
Priebe, C.E., D.J. Marchette, Y. Park, R.R. Muise. "An Application of Integrated Sensing and Processing
Decision Trees for Target Detection and Localization
on Digital Mirror Array Imagery". Applied Optics45. 13 (2006):3022-3030
Priebe, C.E., D.E. Fishkind, L.A. Abrams, and C.D. Piatko. "Random Disambiguation Paths for Traversing a Mapped Hazard Field". Naval Research Logistics52. 3 (2005):285-292
Eveland, C.K., D.A. Socolinsky, C.E. Priebe, and D.J. Marchette. "A Hierarchical Methodology for Class Detection Problems with Skewed Priors". Journal of Classification22. 1 (2005):17-48
Ceyhan, E., C.E. Priebe. "The use of domination number of a random proximity
catch digraph for testing segregation/association". Statistics and Probability Letters73. 1 (2005):37-50
Priebe, C.E., J.M. Conroy, D.J. Marchette, Y. Park. "Scan Statistics on Enron Graphs". Computational and Mathematical Organization Theory11. 3 (2005):229-247
Johannsen, D.A., E.J. Wegman, J.L. Solka, and C.E. Priebe. "Simultaneous selection of features and metric for optimal nearest neighbor classification". Communications in Statistics: Theory and Methods33. 9 (2004):2137-2158
Priebe, C.E., D.J. Marchette, and D.M. Healy. "Integrated Sensing and Processing Decision Trees". IEEE Transactions on Pattern Analysis and Machine Intelligence
26. 6 (2004):699-708
Abrams, L., D.E. Fishkind, C.E. Priebe. "The Generalized Spherical Homeomorphism Theorem for Digital Images". IEEE Transactions on Medical Imaging23. 5 (2004):655-657
Miller, M.I., M. Hosakere, A.R. Barker, C.E. Priebe, N. Lee, J.T. Ratnanather, L. Wang, M. Gado, J.C. Morris, J.G. Csernansky. "Labeled Cortical Mantle Distance Maps
of the Cingulate
Quantify Differences Between
Dementia of the Alzheimer Type
and Healthy Aging". Proceedings of the National Academy of Sciences100. 25 (2003):15172-15177
Priebe, C.E., J.L. Solka, D.J. Marchette, and B.T. Clark. "Class Cover Catch Digraphs for Latent Class Discovery
in Gene Expression Monitoring by DNA Microarrays". Computational Statistics and Data Analysis43. 4 (2003):621-632
Pilla, R.S., P. Tao, and C.E. Priebe. "Adaptive Methods for Spatial Scan Analysis
via Semiparametric Mixture Models". Journal of Computational and Graphical Statistics12. 2 (2003):332-353
Priebe, C.E., D.J. Marchette, J.G. DeVinney, and D.A. Socolinsky. "Classification Using Class Cover Catch Digraphs". Journal of Classification20. 1 (2003):3-23
Olson, T., J.S. Pang, and C.E. Priebe. "A Likelihood--MPEC Approach to Target Classification". Mathematical ProgrammingSeries A, 96 (2003):1-31
Marchette, D.J., and C.E. Priebe. "Characterizing the Scale Dimension of a
high dimensional classification problem". Pattern Recognition36. 1 (2003):45-60
Abrams, L., D.E. Fishkind, C.E. Priebe. "A Proof of the Spherical Homeomorphism Conjecture for Surfaces". IEEE Transactions on Medical Imaging21. 12 (2002)
Xie, J., C.E. Priebe. "A Weighted Generalization of the Mann-Whitney-Wilcoxon Statistic". Journal of Statistical Planning and Inference102. 2 (2002):441-466
Solka, J.L., B.T. Clark, C.E. Priebe. "A Visualization Framework for the Analysis of Hyperdimensional Data". International Journal of Image and Graphics2. 1 (2002):145-161
Priebe, C.E., D. Chen. "Spatial Scan Density Estimates". Technometrics43. 1 (2001):73-83
Naiman, D.Q, C.E. Priebe. "Computing Scan Statistic p-Values using Importance Sampling, with Applications to Genetics and Medical Image Analysis". Journal of Computational and Graphical Statistics10. 2 (2001):296-328
Priebe, C.E., J.G. DeVinney, D.J. Marchette. "On the Distribution of the Domination Number for Random Class Cover Catch Digraphs". Statistics and Probability Letters55 (2001):239-246
James, L.F., C.E. Priebe, D.J. Marchette. "Consistent Estimation of Mixture Complexity". Annals of Statistics29. 5 (2001):1281-1296
Priebe, C.E.. "Olfactory Classification via Interpoint Distance Analysis". IEEE Transactions on Pattern Analysis and Machine Intelligence23. 4 (2001):404-413
Priebe, C.E., D.Q. Naiman, L. Cope. "Importance Sampling for Spatial Scan Analysis: Computing Scan Statistic p-Values for Marked Point Processes". Computational Statistics and Data Analysis35. 4 (2001):475-485
Xie, J., C.E. Priebe. "Generalizing the Mann-Whitney-Wilcoxon Statistic". Journal of Nonparametric Statistics12 (2000):661-682
Lee, D.S. and C.E. Priebe. "Exact Mean and Mean Squared Error of the Smoothed Bootstrap Mean Integrated Squared Error Estimator". Computational Statistics15. 2 (2000):169-181
Priebe, C.E., D.J. Marchette. "Alternating Kernel and Mixture Density Estimates". Computational Statistics and Data Analysis35. 1 (2000):43-65
Priebe, C.E. and L.J. Cowen. "A Generalized Wilcoxon-Mann-Whitney Statistic". Communications in Statistics: Theory and Methods28. 12 (1999):2871-2878
Friedman, H.S. and C.E. Priebe. "Smoothing Bandwidth Selection for Response Latency Estimation". Journal of Neuroscience Methods87 (1999):13-16
Solka, J.L., E.J. Wegman, C.E. Priebe, W.L. Poston, G.W. Rogers. "Mixture Structure Analysis Using the Akaike Information Criterion and the Bootstrap". Statistics and Computing8 (1998):177-188
Priebe, C.E., T. Olson, D.M. Healy. "A Spatial Scan Statistic for Stochastic Scan Partitions". Journal of the American Statistical Association92. 440 (1997):1476-1484
Priebe, C.E, D.J. Marchette, G.W. Rogers. "Segmentation of Random Fields via Borrowed Strength Density Estimation". IEEE Transactions on Pattern Analysis and Machine Intelligence19. 5 (1997):494-499
Priebe, C.E., D.J. Marchette, G.W. Rogers. "Semiparametric Nonhomogeniety Analysis". Journal of Statistical Planning and Inference59. 1 (1997):45-60
Poston, W.L., E.J. Wegman, C.E. Priebe, J.L. Solka. "A Deterministic Method for Robust Estimation of Multivariate Locaiton and Shape". Journal of Computational and Graphical Statistics6. 3 (1997):300-313
Marchette, D.J., R.A. Lorey, C.E. Priebe. "An Analysis of Local Feature Extraction in Digital Mammography". Pattern Recognition30. 9 (1997):1547-1554
Wallet, B.W., J.L. Solka, C.E. Priebe. "A Method for Detecting Microcalcifications in Digital Mammograms". Journal of Digital Imaging10. 3 (1997):136-139
Priebe, C.E. "Nonhomogeneity analysis using borrowed strength". J Am Stat Assoc91, no. 436 (1996):1497-1503
Marchette, D.J., C.E. Priebe, G.W. Rogers, and J.L. Solka. "Filtered kernel density estimation". Computat Stat11, no. 2 (1996):95-112
Rogers, G.W., J.L. Solka, and C.E. Priebe. "A PDP approach to localized fractal dimension computation with segmentation boundaries". Simulation65 (1995):26-36
Priebe, C.E. "Adaptive mixtures". J Am Stat Assoc89, no. 427 (1994):796-806
Priebe, C.E., J.L. Solka, R.A. Lorey, G.W. Rogers, W.L. Poston, M. Kallergi, W. Qian, L.P. Clarke, and R.A. Clark. "The application of fractal analysis to mammographic tissue classification". Cancer Letters77 (1994):183-189
Poston, W.L., G.W. Rogers, C.E. Priebe, and J.L. Solka. "A qualitative analysis of the resistive grid kernel estimator". Pattern Recognition Letters15 (1994):219-225
Woods, K.S., C.C. Doss, K.W. Bowyer, J.L. Solka, C.E. Priebe, and W.P. Kegelmeyer. "Comparative evaluation of pattern recognition techniques for detection of microcalcifications in mammography". Int J Pattern Recog Artif Intell7, no. 6 (1993):1417-1436
Priebe, C.E. and D.J. Marchette. "Adaptive mixture density estimation". Pattern Recog26, no. 5 (1993):771-785
Rogers, G.W., J.L. Solka, D.S. Malyevac, and C.E. Priebe. "A self organizing network for computing a posteriori conditional class probability". IEEE Trans Syst Man Cybernetics23, no. 6 (1993):1672-1682
Solka, J.L., C.E. Priebe, and G.W. Rogers. "An initial assessment of discriminant surface complexity for power law features". Simulation58 (1992):311-318
Rogers, G.W., J.L. Solka, C.E. Priebe, and H.H. Szu. "Optoelectronic computation of waveletlike-based features". Opt Eng31, no. 9 (1992):1886-1892
Marchette, D.J. and C.E. Priebe. "Adaptive kernel neural network". Math Comput Model14 (1990):328-333
Publications: Conference Proceedings
D.J. Marchette, C.E. Priebe, Y. Park, D. Karakos. "Iterative Denoising for Adaptive Sensors". Hawaii International Conference on Statistics and Related Fields (2006)
Karakos, Khudanpur, Eisner, Priebe. "Unsupervised Classification via Decision Trees: An Information-Theoretic Perspective". IEEE International Conference on Acoustics, Speech, and Signal Processing (2005)
K.E. Giles, D.J. Marchette, C.E. Priebe. "On the Spectral Analysis of Backscatter Data". Hawaii International Conference on Statistics and Related Fields (2004)
K.E. Giles, D.J Marchette, C.E. Priebe. "The Development and Exploration of Online Classifiers for Backscatter from Denial of Service Attacks". Proceedings of the Statistical Computing Section,
American Statistical Association (2004)
D.J Marchette, C.E. Priebe, Y. Park. "Comparing Apples & Oranges: Methods for Comparing the Incomparable". Hawaii International Conference on Statistics and Related Fields (2004)
C. E. Priebe, D. J. Marchette, Y. Park, E. Wegman, J. Solka, D. Socolinsky, D. Karakos, K. Church, R. Guglielmi, R. Coifman, D. Lin, D. Healy, M. Jacobs, A. Tsao. "Iterative Denoising for Cross-corpus Discovery". Proceedings of the 2004 Symposium on Computational Statistics, Prague, Czech Republic (2004)
D.A. Socolinsky, J.D. Neuheisel, C.E. Priebe, D. Marchette and J. DeVinney. "A Boosted CCCD Classifier for Fast Face Detection". Computing Science and Statistics (2003)
J.T. Ratnanather, C.E. Priebe, and M.I. Miller,. "Semi-Automated Segmentation of Cortical Subvolumes via
Hierarchical Mixture Modelling". Proceedings of the SPIE Medical Imaging (2003)
R. Coifman, J.G. DeVinney, D. Healy,
S. Jones, D. Marchette, C.E. Priebe,
J. Solka, A. Tsao, and E.J. Wegman. "Mathematical Challenges in Novel Types of Data Mining and Perceptual Support". Virtual Worlds and Simulation Conference 2003 (2003)
D.J. Marchette and C.E. Priebe. "Integrated Sensing and Processing Decision Trees". Hawaii International Conference on Statistics and Related Fields (2003)
Ceyhan & Priebe. "Central Similarity Proximity Maps in Delaunay Tesselations". Proceedings of the Statistical Computing Section,
American Statistical Association, (2003)
Barker, Priebe, et al.. "Statistical Testing on Labelled Cortical Distance Maps to Identify Dementia Progression". Proceedings of the Statistical Computing Section, American Statistical Association (2003)
Giles, Marchette, Priebe. "A Backscatter Characterization of Denial of Service Attacks". Proceedings of the Statistical Computing Section, American Statistical Association (2003)
DeVinney, Priebe, Marchette, Socolinsky. "Classification Using the Random Walk Class Cover". Proceedings of the Statistical Computing Section, American Statistical Association (2003)