Carey E. Priebe
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Carey E. Priebe

Professor

Department of Applied Mathematics and Statistics

Center for Imaging Science, Department of Computer Science

Applied Mathematics and Statistics

Email

cep@jhu.edu

World Wide Web

Homepage

Assistant Information

  • Youngser Park



    Senior Research Analyst @ CIS

    • Awards

    • Office of Naval Research Young Investigator Award 1995
    • Six U.S. patents
    • Fellow of the American Statistical Association (Elected 2002) 2002 - Present
    • Elected Member of the International Statistical Institute (Elected 2007) 2007 - Present
    • elected Vice President of the International Association for Statistical Computing, 2007-2009 2007 - 2009

    Education

    • Ph.D. Information Technology (Computational Statistics), George Mason University, 1993
    • M.S. Computer Science, San Diego State University, 1988
    • B.S. Mathematics, Purdue University, 1984

    Experience

    • Professor, Department of Applied Mathematics and Statistics, The Johns Hopkins University . 2001 - Present
    • Associate Professor, Department of Mathematical Sciences, The Johns Hopkins University. 1999 - 2001
    • Assistant Professor, Department of Mathematical Sciences, The Johns Hopkins University. 1994 - 1999
    • Mathematician, Naval Surface Warfare Center (NSWC), Dahlgren, VA. 1991 - 1994
    • 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

    1. Marchette, D.J. and C.E. Priebe. "Adaptive kernel neural network". Math Comput Model 14 (1990):328-333
    2. Priebe, C.E. and D.J. Marchette. "Adaptive mixtures: Recursive nonparametric pattern recognition". Pattern Recog 24, no. 12 (1991):1197-1209
    3. Solka, J.L., C.E. Priebe, and G.W. Rogers. "An initial assessment of discriminant surface complexity for power law features". Simulation 58 (1992):311-318
    4. Rogers, G.W., J.L. Solka, C.E. Priebe, and H.H. Szu. "Optoelectronic computation of waveletlike-based features". Opt Eng 31, no. 9 (1992):1886-1892
    5. 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 Intell 7, no. 6 (1993):1417-1436
    6. Priebe, C.E. and D.J. Marchette. "Adaptive mixture density estimation". Pattern Recog 26, no. 5 (1993):771-785
    7. 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 Cybernetics 23, no. 6 (1993):1672-1682
    8. Priebe, C.E. "Adaptive mixtures". J Am Stat Assoc 89, no. 427 (1994):796-806
    9. 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 Letters 77 (1994):183-189
    10. Poston, W.L., G.W. Rogers, C.E. Priebe, and J.L. Solka. "A qualitative analysis of the resistive grid kernel estimator". Pattern Recognition Letters 15 (1994):219-225
    11. Rogers, G.W., J.L. Solka, and C.E. Priebe. "A PDP approach to localized fractal dimension computation with segmentation boundaries". Simulation 65 (1995):26-36
    12. Lorey, R.A., C.E. Priebe, J.L. Solka, G.W. Roges, and D.J. Marchette. "Mammographic computer assisted diagnosis using computational statistics pattern recognition". Real-time Imaging 1 (1995):95-104
    13. Priebe, C.E. "Nonhomogeneity analysis using borrowed strength". J Am Stat Assoc 91, no. 436 (1996):1497-1503
    14. Marchette, D.J., C.E. Priebe, G.W. Rogers, and J.L. Solka. "Filtered kernel density estimation". Computat Stat 11, no. 2 (1996):95-112
    15. Cowen , L.J, C.E. Priebe. "Randomzied Nonlinear Projectoins Uncover High-Dimensional Structure". Advances in Applied Mathematics 9 (1997):319-331
    16. Priebe, C.E., T. Olson, D.M. Healy. "A Spatial Scan Statistic for Stochastic Scan Partitions". Journal of the American Statistical Association 92. 440 (1997):1476-1484
    17. 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 Intelligence 19. 5 (1997):494-499
    18. Priebe, C.E., D.J. Marchette, G.W. Rogers. "Semiparametric Nonhomogeniety Analysis". Journal of Statistical Planning and Inference 59. 1 (1997):45-60
    19. 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 Statistics 6. 3 (1997):300-313
    20. Marchette, D.J., R.A. Lorey, C.E. Priebe. "An Analysis of Local Feature Extraction in Digital Mammography". Pattern Recognition 30. 9 (1997):1547-1554
    21. Wallet, B.W., J.L. Solka, C.E. Priebe. "A Method for Detecting Microcalcifications in Digital Mammograms". Journal of Digital Imaging 10. 3 (1997):136-139
    22. 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 Computing 8 (1998):177-188
    23. Friedman, H.S., C.E. Priebe. "Estimating Stimulus Response Latency". Journal of Neuroscience Methods 83 (1998):185-194
    24. Priebe, C.E. and L.J. Cowen. "A Generalized Wilcoxon-Mann-Whitney Statistic". Communications in Statistics: Theory and Methods 28. 12 (1999):2871-2878
    25. Friedman, H.S. and C.E. Priebe. "Smoothing Bandwidth Selection for Response Latency Estimation". Journal of Neuroscience Methods 87 (1999):13-16
    26. Xie, J., C.E. Priebe. "Generalizing the Mann-Whitney-Wilcoxon Statistic". Journal of Nonparametric Statistics 12 (2000):661-682
    27. Lee, D.S. and C.E. Priebe. "Exact Mean and Mean Squared Error of the Smoothed Bootstrap Mean Integrated Squared Error Estimator". Computational Statistics 15. 2 (2000):169-181
    28. Priebe, C.E., D.J. Marchette. "Alternating Kernel and Mixture Density Estimates". Computational Statistics and Data Analysis 35. 1 (2000):43-65
    29. Priebe, C.E., D. Chen. "Spatial Scan Density Estimates". Technometrics 43. 1 (2001):73-83
    30. 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 Statistics 10. 2 (2001):296-328
    31. 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 Letters 55 (2001):239-246
    32. James, L.F., C.E. Priebe, D.J. Marchette. "Consistent Estimation of Mixture Complexity". Annals of Statistics 29. 5 (2001):1281-1296
    33. Priebe, C.E.. "Olfactory Classification via Interpoint Distance Analysis". IEEE Transactions on Pattern Analysis and Machine Intelligence 23. 4 (2001):404-413
    34. 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 Analysis 35. 4 (2001):475-485
    35. Abrams, L., D.E. Fishkind, C.E. Priebe. "A Proof of the Spherical Homeomorphism Conjecture for Surfaces". IEEE Transactions on Medical Imaging 21. 12 (2002)
    36. Xie, J., C.E. Priebe. "A Weighted Generalization of the Mann-Whitney-Wilcoxon Statistic". Journal of Statistical Planning and Inference 102. 2 (2002):441-466
    37. Solka, J.L., B.T. Clark, C.E. Priebe. "A Visualization Framework for the Analysis of Hyperdimensional Data". International Journal of Image and Graphics 2. 1 (2002):145-161
    38. 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 Sciences 100. 25 (2003):15172-15177
    39. 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 Analysis 43. 4 (2003):621-632
    40. Pilla, R.S., P. Tao, and C.E. Priebe. "Adaptive Methods for Spatial Scan Analysis via Semiparametric Mixture Models". Journal of Computational and Graphical Statistics 12. 2 (2003):332-353
    41. Priebe, C.E., D.J. Marchette, J.G. DeVinney, and D.A. Socolinsky. "Classification Using Class Cover Catch Digraphs". Journal of Classification 20. 1 (2003):3-23
    42. Olson, T., J.S. Pang, and C.E. Priebe. "A Likelihood--MPEC Approach to Target Classification". Mathematical Programming Series A, 96 (2003):1-31
    43. Marchette, D.J., and C.E. Priebe. "Characterizing the Scale Dimension of a high dimensional classification problem". Pattern Recognition 36. 1 (2003):45-60
    44. 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)
    45. 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)
    46. 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)
    47. D.J. Marchette and C.E. Priebe. "Integrated Sensing and Processing Decision Trees". Hawaii International Conference on Statistics and Related Fields (2003)
    48. Ceyhan & Priebe. "Central Similarity Proximity Maps in Delaunay Tesselations". Proceedings of the Statistical Computing Section, American Statistical Association, (2003)
    49. 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)
    50. Giles, Marchette, Priebe. "A Backscatter Characterization of Denial of Service Attacks". Proceedings of the Statistical Computing Section, American Statistical Association (2003)
    51. DeVinney, Priebe, Marchette, Socolinsky. "Classification Using the Random Walk Class Cover". Proceedings of the Statistical Computing Section, American Statistical Association (2003)
    52. 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)
    53. 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)
    54. 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 Methods 33. 9 (2004):2137-2158
    55. 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
    56. Abrams, L., D.E. Fishkind, C.E. Priebe. "The Generalized Spherical Homeomorphism Theorem for Digital Images". IEEE Transactions on Medical Imaging 23. 5 (2004):655-657
    57. 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)
    58. 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.
    59. 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)
    60. Priebe, C.E., D.E. Fishkind, L.A. Abrams, and C.D. Piatko. "Random Disambiguation Paths for Traversing a Mapped Hazard Field". Naval Research Logistics 52. 3 (2005):285-292
    61. 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 Classification 22. 1 (2005):17-48
    62. Ceyhan, E., C.E. Priebe. "The use of domination number of a random proximity catch digraph for testing segregation/association". Statistics and Probability Letters 73. 1 (2005):37-50
    63. Priebe, C.E., J.M. Conroy, D.J. Marchette, Y. Park. "Scan Statistics on Enron Graphs". Computational and Mathematical Organization Theory 11. 3 (2005):229-247
    64. Karakos, Khudanpur, Eisner, Priebe. "Unsupervised Classification via Decision Trees: An Information-Theoretic Perspective". IEEE International Conference on Acoustics, Speech, and Signal Processing (2005)
    65. 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.
    66. Priebe, C.E., M.I. Miller, J.T. Ratnanather. "Segmenting Magnetic Resonance Images via Hierarchical Mixture Modelling". Computational Statistics and Data Analysis 50. 2 (2006):551-567
    67. DeVinney, J.G., C.E. Priebe. "Class Cover Catch Digraphs". Discrete Applied Mathematics 154. 14 (2006):1975-1982
    68. 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 Applications 1. 4 (2006):231-255
    69. 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 Analysis 50. 8 (2006):1925-1964
    70. 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 Optics 45. 13 (2006):3022-3030
    71. D.J. Marchette, C.E. Priebe, Y. Park, D. Karakos. "Iterative Denoising for Adaptive Sensors". Hawaii International Conference on Statistics and Related Fields (2006)
    72. John, M., and C.E. Priebe. "A data-adaptive methodology for finding an optimal weighted generalized Mann-Whitney-Wilcoxon statistic". Computational Statistics and Data Analysis 51. 9 (2007):4337-4353
    73. Ceyhan, E., C.E. Priebe, D.J. Marchette. "A New Family of Random Graphs for Testing Spatial Segregation". Canadian Journal of Statistics 35. 1 (2007):27-50
    74. 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 A 37. 5 (2007):814-823
    75. 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)
    76. M.I. Miller, C.E. Priebe, et al.. "Collaborative Computational Anatomy". (2008) (Submitted for publication, 2006 ; revised Aug 2007)
    77. 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)
    78. K.E. Giles, M.W. Trosset, D.J. Marchette, and C.E. Priebe. "Iterative Denoising". Computational Statistics (2008) (accepted for publication, July, 2007)
    79. D.J. Marchette and C.E. Priebe. "Scan Statistics for Interstate Alliance Graphs". (2008) (Submitted for publication, 2006 ; revised May 2007)
    80. D. Karakos, S. Khudanpur, J. Eisner, and C.E. Priebe. "Information-Theoretic Aspects of Iterative Denoising". (2008) (Submitted for publication, 2006 ; revised Feb 2007)
    81. 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)
    82. 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)
    83. DJ Marchette and CE Priebe. "Modeling Interstate Alliances with Constrained Random Dot Product Graphs". (2008) (submitted January 2007)
    84. MW Trosset and CE Priebe. "The Out-of-Sample Problem for Classical Multidimensional Scaling". (2008) (submitted January 2007)
    85. MW Trosset and CE Priebe. "Semisupervised Learning from Dissimilarity Data". (2008) (submitted January 2007)
    86. A Aksakalli, DE Fishkind, CE Priebe, X Ye. "The CR Disambiguation Protocol". (2008) (submitted August 2007)
    87. A Rukhin, CE Priebe, DJ Healy. "On the Monotone Likelihood Ratio Property for the Convolution of Independent Binomial Random Variables". (2008) (submitted October 2007)
    88. 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

    1. 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.
    2. 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

    1. 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)
    2. M.I. Miller, C.E. Priebe, et al.. "Collaborative Computational Anatomy". (2008) (Submitted for publication, 2006 ; revised Aug 2007)
    3. 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)
    4. K.E. Giles, M.W. Trosset, D.J. Marchette, and C.E. Priebe. "Iterative Denoising". Computational Statistics (2008) (accepted for publication, July, 2007)
    5. D.J. Marchette and C.E. Priebe. "Scan Statistics for Interstate Alliance Graphs". (2008) (Submitted for publication, 2006 ; revised May 2007)
    6. D. Karakos, S. Khudanpur, J. Eisner, and C.E. Priebe. "Information-Theoretic Aspects of Iterative Denoising". (2008) (Submitted for publication, 2006 ; revised Feb 2007)
    7. 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)
    8. 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)
    9. DJ Marchette and CE Priebe. "Modeling Interstate Alliances with Constrained Random Dot Product Graphs". (2008) (submitted January 2007)
    10. MW Trosset and CE Priebe. "The Out-of-Sample Problem for Classical Multidimensional Scaling". (2008) (submitted January 2007)
    11. MW Trosset and CE Priebe. "Semisupervised Learning from Dissimilarity Data". (2008) (submitted January 2007)
    12. A Aksakalli, DE Fishkind, CE Priebe, X Ye. "The CR Disambiguation Protocol". (2008) (submitted August 2007)
    13. A Rukhin, CE Priebe, DJ Healy. "On the Monotone Likelihood Ratio Property for the Convolution of Independent Binomial Random Variables". (2008) (submitted October 2007)
    14. 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)
    15. John, M., and C.E. Priebe. "A data-adaptive methodology for finding an optimal weighted generalized Mann-Whitney-Wilcoxon statistic". Computational Statistics and Data Analysis 51. 9 (2007):4337-4353
    16. Ceyhan, E., C.E. Priebe, D.J. Marchette. "A New Family of Random Graphs for Testing Spatial Segregation". Canadian Journal of Statistics 35. 1 (2007):27-50
    17. 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 A 37. 5 (2007):814-823
    18. Priebe, C.E., M.I. Miller, J.T. Ratnanather. "Segmenting Magnetic Resonance Images via Hierarchical Mixture Modelling". Computational Statistics and Data Analysis 50. 2 (2006):551-567
    19. DeVinney, J.G., C.E. Priebe. "Class Cover Catch Digraphs". Discrete Applied Mathematics 154. 14 (2006):1975-1982
    20. 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 Applications 1. 4 (2006):231-255
    21. 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 Analysis 50. 8 (2006):1925-1964
    22. 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 Optics 45. 13 (2006):3022-3030
    23. Priebe, C.E., D.E. Fishkind, L.A. Abrams, and C.D. Piatko. "Random Disambiguation Paths for Traversing a Mapped Hazard Field". Naval Research Logistics 52. 3 (2005):285-292
    24. 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 Classification 22. 1 (2005):17-48
    25. Ceyhan, E., C.E. Priebe. "The use of domination number of a random proximity catch digraph for testing segregation/association". Statistics and Probability Letters 73. 1 (2005):37-50
    26. Priebe, C.E., J.M. Conroy, D.J. Marchette, Y. Park. "Scan Statistics on Enron Graphs". Computational and Mathematical Organization Theory 11. 3 (2005):229-247
    27. 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 Methods 33. 9 (2004):2137-2158
    28. 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
    29. Abrams, L., D.E. Fishkind, C.E. Priebe. "The Generalized Spherical Homeomorphism Theorem for Digital Images". IEEE Transactions on Medical Imaging 23. 5 (2004):655-657
    30. 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 Sciences 100. 25 (2003):15172-15177
    31. 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 Analysis 43. 4 (2003):621-632
    32. Pilla, R.S., P. Tao, and C.E. Priebe. "Adaptive Methods for Spatial Scan Analysis via Semiparametric Mixture Models". Journal of Computational and Graphical Statistics 12. 2 (2003):332-353
    33. Priebe, C.E., D.J. Marchette, J.G. DeVinney, and D.A. Socolinsky. "Classification Using Class Cover Catch Digraphs". Journal of Classification 20. 1 (2003):3-23
    34. Olson, T., J.S. Pang, and C.E. Priebe. "A Likelihood--MPEC Approach to Target Classification". Mathematical Programming Series A, 96 (2003):1-31
    35. Marchette, D.J., and C.E. Priebe. "Characterizing the Scale Dimension of a high dimensional classification problem". Pattern Recognition 36. 1 (2003):45-60
    36. Abrams, L., D.E. Fishkind, C.E. Priebe. "A Proof of the Spherical Homeomorphism Conjecture for Surfaces". IEEE Transactions on Medical Imaging 21. 12 (2002)
    37. Xie, J., C.E. Priebe. "A Weighted Generalization of the Mann-Whitney-Wilcoxon Statistic". Journal of Statistical Planning and Inference 102. 2 (2002):441-466
    38. Solka, J.L., B.T. Clark, C.E. Priebe. "A Visualization Framework for the Analysis of Hyperdimensional Data". International Journal of Image and Graphics 2. 1 (2002):145-161
    39. Priebe, C.E., D. Chen. "Spatial Scan Density Estimates". Technometrics 43. 1 (2001):73-83
    40. 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 Statistics 10. 2 (2001):296-328
    41. 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 Letters 55 (2001):239-246
    42. James, L.F., C.E. Priebe, D.J. Marchette. "Consistent Estimation of Mixture Complexity". Annals of Statistics 29. 5 (2001):1281-1296
    43. Priebe, C.E.. "Olfactory Classification via Interpoint Distance Analysis". IEEE Transactions on Pattern Analysis and Machine Intelligence 23. 4 (2001):404-413
    44. 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 Analysis 35. 4 (2001):475-485
    45. Xie, J., C.E. Priebe. "Generalizing the Mann-Whitney-Wilcoxon Statistic". Journal of Nonparametric Statistics 12 (2000):661-682
    46. Lee, D.S. and C.E. Priebe. "Exact Mean and Mean Squared Error of the Smoothed Bootstrap Mean Integrated Squared Error Estimator". Computational Statistics 15. 2 (2000):169-181
    47. Priebe, C.E., D.J. Marchette. "Alternating Kernel and Mixture Density Estimates". Computational Statistics and Data Analysis 35. 1 (2000):43-65
    48. Priebe, C.E. and L.J. Cowen. "A Generalized Wilcoxon-Mann-Whitney Statistic". Communications in Statistics: Theory and Methods 28. 12 (1999):2871-2878
    49. Friedman, H.S. and C.E. Priebe. "Smoothing Bandwidth Selection for Response Latency Estimation". Journal of Neuroscience Methods 87 (1999):13-16
    50. 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 Computing 8 (1998):177-188
    51. Friedman, H.S., C.E. Priebe. "Estimating Stimulus Response Latency". Journal of Neuroscience Methods 83 (1998):185-194
    52. Cowen , L.J, C.E. Priebe. "Randomzied Nonlinear Projectoins Uncover High-Dimensional Structure". Advances in Applied Mathematics 9 (1997):319-331
    53. Priebe, C.E., T. Olson, D.M. Healy. "A Spatial Scan Statistic for Stochastic Scan Partitions". Journal of the American Statistical Association 92. 440 (1997):1476-1484
    54. 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 Intelligence 19. 5 (1997):494-499
    55. Priebe, C.E., D.J. Marchette, G.W. Rogers. "Semiparametric Nonhomogeniety Analysis". Journal of Statistical Planning and Inference 59. 1 (1997):45-60
    56. 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 Statistics 6. 3 (1997):300-313
    57. Marchette, D.J., R.A. Lorey, C.E. Priebe. "An Analysis of Local Feature Extraction in Digital Mammography". Pattern Recognition 30. 9 (1997):1547-1554
    58. Wallet, B.W., J.L. Solka, C.E. Priebe. "A Method for Detecting Microcalcifications in Digital Mammograms". Journal of Digital Imaging 10. 3 (1997):136-139
    59. Priebe, C.E. "Nonhomogeneity analysis using borrowed strength". J Am Stat Assoc 91, no. 436 (1996):1497-1503
    60. Marchette, D.J., C.E. Priebe, G.W. Rogers, and J.L. Solka. "Filtered kernel density estimation". Computat Stat 11, no. 2 (1996):95-112
    61. Rogers, G.W., J.L. Solka, and C.E. Priebe. "A PDP approach to localized fractal dimension computation with segmentation boundaries". Simulation 65 (1995):26-36
    62. Lorey, R.A., C.E. Priebe, J.L. Solka, G.W. Roges, and D.J. Marchette. "Mammographic computer assisted diagnosis using computational statistics pattern recognition". Real-time Imaging 1 (1995):95-104
    63. Priebe, C.E. "Adaptive mixtures". J Am Stat Assoc 89, no. 427 (1994):796-806
    64. 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 Letters 77 (1994):183-189
    65. Poston, W.L., G.W. Rogers, C.E. Priebe, and J.L. Solka. "A qualitative analysis of the resistive grid kernel estimator". Pattern Recognition Letters 15 (1994):219-225
    66. 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 Intell 7, no. 6 (1993):1417-1436
    67. Priebe, C.E. and D.J. Marchette. "Adaptive mixture density estimation". Pattern Recog 26, no. 5 (1993):771-785
    68. 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 Cybernetics 23, no. 6 (1993):1672-1682
    69. Solka, J.L., C.E. Priebe, and G.W. Rogers. "An initial assessment of discriminant surface complexity for power law features". Simulation 58 (1992):311-318
    70. Rogers, G.W., J.L. Solka, C.E. Priebe, and H.H. Szu. "Optoelectronic computation of waveletlike-based features". Opt Eng 31, no. 9 (1992):1886-1892
    71. Priebe, C.E. and D.J. Marchette. "Adaptive mixtures: Recursive nonparametric pattern recognition". Pattern Recog 24, no. 12 (1991):1197-1209
    72. Marchette, D.J. and C.E. Priebe. "Adaptive kernel neural network". Math Comput Model 14 (1990):328-333

    Publications: Conference Proceedings

    1. D.J. Marchette, C.E. Priebe, Y. Park, D. Karakos. "Iterative Denoising for Adaptive Sensors". Hawaii International Conference on Statistics and Related Fields (2006)
    2. Karakos, Khudanpur, Eisner, Priebe. "Unsupervised Classification via Decision Trees: An Information-Theoretic Perspective". IEEE International Conference on Acoustics, Speech, and Signal Processing (2005)
    3. 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)
    4. 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)
    5. 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)
    6. 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)
    7. 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)
    8. 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)
    9. 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)
    10. D.J. Marchette and C.E. Priebe. "Integrated Sensing and Processing Decision Trees". Hawaii International Conference on Statistics and Related Fields (2003)
    11. Ceyhan & Priebe. "Central Similarity Proximity Maps in Delaunay Tesselations". Proceedings of the Statistical Computing Section, American Statistical Association, (2003)
    12. 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)
    13. Giles, Marchette, Priebe. "A Backscatter Characterization of Denial of Service Attacks". Proceedings of the Statistical Computing Section, American Statistical Association (2003)
    14. DeVinney, Priebe, Marchette, Socolinsky. "Classification Using the Random Walk Class Cover". Proceedings of the Statistical Computing Section, American Statistical Association (2003)
    		  
     




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