(Prepared
September 2007)

OFFICE: Department
of Computational and Data Sciences
George
Mason University, MS 6A2
Research
Building 1
Fairfax,
VA 22030
Ph:
(703) 945-9648
email:
ewegman@gmu.edu
website:
http://www.galaxy.gmu.edu
personal
website:
http://www.galaxy.gmu.edu/~ewegman
EDUCATION:
SOCIETY MEMBERSHIPS
American Statistical Association (Fellow)
Institute of Mathematical Statistics (Fellow)
Royal Statistical Society (Fellow)
American Association for the Advancement of Science (Fellow)
Washington Academy of Science (Fellow)
International Statistical Institute (Elected Member)
Research Society on Alcoholism (Elected Member)
Institute of Electrical and Electronic Engineers (Senior
Member)
Mathematical Association of America
Society of Industrial and Applied Mathematics
American Mathematical Society
American Geophysical Union
Sigma Xi Research Society
Interface
CONTRACTS
Research Associate with Professor George Nicholson on both
AFOSR and NSF Grants, 1969, 1970
Research Associate with Professor R. C. Bose on NSF Grant
GP-23520, 1971, 1972
Research Associate with Professors W. L. Smith and M. R.
Leadbetter on ONR contract, 1973, 1974
Principal Investigator on AFOSR contract, 1975-1977,
1987-1989, 2001-2005
Senior Faculty Fellow Award from NSF, 1976
Principal Investigator on ARO contract, 1987-2006
Principal Investigator on NSF grant, 1987-1993, 1996-2001
Principal Investigator on a Virginia CIT contract, 1987-1990
Principal Investigator on an IBM equipment grant, 1987
Principal Investigator on an Apple Computer, Inc. equipment
grant, 1987
Principal Investigator on DoD Instrumentation grant, 1988,
1989, 1992, 1993
Principal Investigator on ONR contract, 1989-1995, 1999-2002
Principal Investigator on NSF SCREMS grant, 1988, 1990,
1993, 1999
Principal Investigator on NIH/NIAAA grant, 2006-2009
Co-Investigator on DARPA contract, 1999-2005
Navy-ASEE Distinguished Faculty Fellow Award from ONR, 1996,
1997
NSF/ASA/BLS Senior Faculty Fellow, 2000
AWARDS AND HONORS
Elected Fellow of the Royal Statistical Society, 1977
Elected Fellow of the American Statistical Association, 1979
Elected Fellow of the Institute for Mathematical Statistics,
1981
Elected Senior Member of the Institute of Electrical and
Electronic Engineers, 1979
Elected Member of the International Statistical Institute,
1983
Selected by the Washington Academy of Science as the 1983
Outstanding Mathematician
in the Washington,
DC area and elected Honorary Fellow, 1983
Elected Fellow of the American Association for the
Advancement of Science, 1985
Awarded the U. S. Navy Meritorious Civilian Service Medal,
1981
Awarded the U. S. Navy Merit Pay Performance Award, 1981
Awarded the U. S. Navy Merit Pay Performance Award, 1982
Awarded the U. S. Navy Special Achievement Award, 1983
Promoted to the U. S. Senior Executive Service, 1983
Awarded the U. S. Navy Senior Executive Bonus Award, 1984
Selected as the first Bernard J. Dunn Professor of
Information Technology and Applied Statistics, George Mason University, 1986
Elected President-elect of the Washington Statistical
Society, 1989, President, 1990
Elected Vice-president of the Intel Supercomputer User’s
Group, 1990
Awarded the George Mason University Distinguished Faculty
Award, 1990
Elected Chairman of the Board, Interface, 1997-2000
Elected President-elect, International Association for
Statistical Computing, 1995-1997, President, 1997-1999, Past President,
1999-2001
Awarded the GMU-IT&E Outstanding Research Award for 1999
(First Recipient)
Elected Chair, Statistical Graphics Section of the American
Statistical Association, 2000
Awarded the Army Wilks Medal for Distinguished Research
Contributions, 1999
Awarded the American Statistical Association 2002 Founder’s
Award, 2002
Awarded the University of Iowa Distinguished Alumni
Achievement Award, 2004
Appointed Chair of the Committee on Applied and Theoretical
Statistics, National Academy of
Science, 2004
Appointed Member (Ex Officio) of the Board of Mathematical
Sciences and their Applications, National Academy of Sciences, 2004
Chair of Section U of the American Association for the
Advancement of Science, 2005
Elected Council of Sections Representative of the Statistical
Graphics Section of ASA, 2005
Selected as National Affiliate, National Academy of Science,
2005
Elected to the Board of Directors, American Statistical
Association, 2006
Elected Program Chair-elect, Statistical Computing Section,
ASA, 2006
EMPLOYMENT
RESEARCH INTERESTS
PROFESSIONAL ACTIVITIES
CONSULTING ACTIVITIES
MEETINGS OR SESSIONS ORGANIZED
EDITORIAL
COMMITTEE ASSIGNMENTS
1.
“Nonparametric probability density estimation,” IMS Central
Regional Meetings, Dallas, TX, April, 1970
2.
“Some thoughts on computers and undergraduate statistics,”
Second International Congress on Mathematical Education, Exeter, England,
August, 1972
3.
“Some results on automata in random environments,”
International Symposium on Information Theory, Patras, Greece, August, 1976
4.
“An automaton modeled in an environment,” First
International Conference on Mathematical Modeling, St. Louis, MO, August, 1977
5.
“Splines and related functional estimators,” Washington
Statistical Society, Washington, DC, November, 1978
6.
“Time series, sonars and space probes,” Washington
Statistical Society, Washington, DC, June, 1979
7.
“Time series and remote sensing,” Processes in Marine Remote
Sensing Workshop, Manchester, England, June, 1979
8.
“Isotonic splines,” IMS Special Topics Meeting on Splines
and Approximations, Boulder, CO, October, 1979
9.
“Two approaches to nonparametric regression: splines and
isotonic inference,” International Conference on Statistics in Japan, Tokyo,
Japan, November, 1979
10.
“On computer architectures for statistical algorithms,”
Conference on Applications of Numerical Analysis and Special Functions in
Statistics, College Park, MD, October, 1980
11.
“Training statisticians for employment in industry and
government, invited discussion,” Conference on the Teaching of Statistics and
Statistical Consulting, Columbus, OH, November, 1980
12.
“Isotonic and related splines,” Miniconference on Isotonic
Regression, Iowa City, IA, April, 1981
13.
“Data Fusion,” Third International Conference on Statistical
Decision Theory and Related Topics, West Lafayette, IN, June, 1981
14.
“Maximum likelihood density estimation,” Miniconference on
Nonparametric Statistics, Lexington, KY, March, 1982
15.
“Data fusion,” Virginia Academy of Science Annual Meeting,
Blacksburg, VA, April, 1982
16.
“Spline estimation of spectral densities,” Annual Meeting of
the American Statistical Association, Cincinnati, OH, August, 1982
17.
Invited Discussant at the ASA/Southern Regional Education
Board Meeting, Arkadelphia, AR, June, 1984
18.
“Higher dimensional data analysis,” Keynote Talk, Symposium
on Adaptive Inference in Honor of Robert V. Hogg’s 60th Birthday, Iowa City,
IA, October, 1984
19.
Invited Discussant, ORSA Special Interest Conference on
Statistical and Computational Problems in Probability Modeling, Williamsburg,
VA, January, 1985
20.
“Parallel coordinate representation of multivariate data,”
Washington Statistical Society, Washington, DC, March, 1985
21.
“Ultra high speed computing,” Software Valley, West
Virginia, a Conference sponsored by (then) Senate Minority Leader Robert Byrd,
Morgantown, WV, July, 1985
22.
“Hyperdimensional data analysis using parallel coordinates,”
Washington Operations Research and Management Science Council, Washington, DC,
January, 1986
23.
“Representing multivariate meteorological data using
parallel coordinates,” Tenth AMS Conference on Weather Modification, Arlington,
VA, May, 1986
24.
“Hyperdimensional data analysis using parallel coordinates,”
Fourth International Conference on Statistical Decision Theory and Related
Topics, West Lafayette, IN, June, 1986
25.
“Hyperdimensional data analysis using parallel coordinates,”
AMS-IMS-SIAM 1986 Joint Research Conference on Large Scale Data Analysis via
Computer Graphics, Santa Cruz, CA, July, 1986
26.
“On randomness, determinism and computability,” Conference
on Assessing Uncertainty, Monterey, CA, November, 1986
27.
“On randomness, determinism and computability,” Washington
Statistical Society, Washington, DC, January, 1987
28.
“A Parallel coordinate approach to statistical graphics,”
NCGA Annual Conference and Exposition, Philadelphia, PA, March, 1987
29.
“Computational statistics versus statistical computing,”
ARO-GMU Workshop on Computational Statistics, Fairfax, VA, June, 1987
30.
“Impact of technology on statistics,” Washington Statistical
Society ASA Sesquicentennial Seminar, Washington, DC, September, 1988
31.
“Parallel coordinate density plots,” National Academy of
Sciences/Board of Mathematical Sciences Chairman’s Meeting, Washington, DC,
October, 1988
32.
“Parallel coordinate density plots,” Army Design of
Experiments Conference, Las Cruces, NM, October, 1988
33.
“Parallel coordinate density plots,” Computing Science and
Statistics: 21st Symposium on the Interface, Orlando, FL, April, 1989
34.
“Parallelizing multiple linear regression,” Computing
Science and Statistics: 21st Symposium on the Interface, Orlando, FL, April,
1989
35.
“Parallel computing and statistics,” (special
sesquicentennial invited lecture) ASA Sesquicentennial Meeting, Washington, DC,
August, 1989
36.
“The grand tour in k-dimensions,” Computing Science and
Statistics: 22nd Symposium on the Interface, East Lansing, MI, May, 1990
37.
“Visualization of high dimensional-structure using ridges,”
ASA Annual Meeting, Atlanta, GA, August, 1991
38.
“Parallel computing in statistics” ISI Biennial Meeting,
Cairo, Egypt, September, 1991
39.
“Visualization of high dimensional structure using ridges,”
Keynote Talk at ASA Milwaukee Chapter Special Meeting on Statistical Graphics,
Milwaukee, WI, September, 1991
40.
“Visualization of high dimensional structure using ridges,”
Washington Statistical Society, Washington, DC, September, 1991
41.
“The straight scoop on wavelets,” Army Design of Experiments
Conference, Vicksburg, MS, October, 1991
42.
“Moments and wavelets in signal estimation,” Conference on
Moments and Signal Processing, Monterey, CA, September, 1992
43.
“Three-dimensional Andrews plots and the grand tour,”
Computing Science and Statistics, 25th Symposium on the Interface, San Diego,
CA, May, 1993
44.
“History of the Interface since 1987: The corporate era,”
Computing Science and Statistics, 25th Symposium on the Interface, San Diego,
CA, May, 1993
45.
“Immersive methods for mine warfare,” MASEVR ‘95: Second
International Conference on the Military Applications of Synthetic Environments
and Virtual Reality, Stockholm, Sweden, December, 1995
46.
“High dimensional clustering using parallel coordinates and
the grand tour,” Conference of the German Classification Society, Freiburg,
Germany, April, 1996
47.
“Statistical software, siftware, and astronomy,” Statistical
Challenges in Modern Astronomy II, University Park, PA, June, 1996
48.
“Geometric modeling of vehicle paths and confidence
regions,” Computing Science and Statistics, 28th Symposium on the Interface,
Sydney, Australia, July, 1996
49.
“High dimensional clustering using parallel coordinates and
the grand tour,” Computing Science and Statistics, 28th Symposium on the
Interface, Sydney, Australia, July, 1996
50.
“The impact of information technology on statistics,”
Information Technology Forum, University of Wisconsin, Milwaukee, WI,
September, 1996
51.
“Data mining and computational complexity,” Massive Datasets
Workshop, San Diego Supercomputer Center, San Diego, CA, March, 1997
52.
“Visualization and pattern recognition in high dimensional
spaces,” DARPA ISO/ITO Workshop on ATR, Arlington, VA, April, 1997
53.
“Visualizing and understanding data in high dimensions,” The
1997 Chhotry Lal and Mohra Devi Rustagi Memorial Lecture, Ohio State
University, Columbus, OH May, 1997
54.
“Immersive methods for exploratory analysis,” Computing
Science and Statistics, 29th Symposium on the Interface, Houston, TX, May, 1997
55.
“Short course: Scientific visualization and virtual
reality,” taught with Daniel B. Carr, 4th Army Conference on Applied
Statistics, Fairfax, VA, October 20-21, 1997
56.
“Data mining: How hard is it to find the gems,” IMS Meeting,
Pittsburgh, PA, March, 1998
57.
“Virtual manipulatives on the internet: Mathematics
education for all using dynamic visualization,” National Council of Teachers of
Mathematics, Washington, DC, April, 1998
58.
“Data graphics for tactical decision making,” Army After
Next Tactical Decision Aids Technology Symposium, El Paso, TX, April, 1998
59.
“Image grand tour,” Automatic Target Recognition VIII, SPIE,
Orlando, FL, April, 1998
60.
“A penalty function method for simplifying adaptive mixtures
estimates,” Interface ‘98, Minneapolis, MN, May, 1998
61.
“Statistical graphics in C3: Tactical decision
aids,” ONR Workshop on Statistics and Probability in C3, Arlington,
VA, June, 1998
62.
“MiniCAVE,” AT&T Workshop on Data Visualization in
Statistics, Morris, NJ, July, 1998
63.
“Mining the sands of time,” Joint Statistical Meetings/ASA
Annual Conference, Dallas, TX, August, 1998
64.
“Data visualization with parallel coordinates and the grand
tour,” 4th Iranian International Statistics Conference, Tehran, Iran, August,
1998
65.
“Visions: New Techniques and Technologies in Statistics”
Keynote Talk at NTTS ‘98, The International Seminar on New Techniques and
Technologies in Statistics, Sorrento, Italy, November, 1998
66.
“Geometric Methods in Statistics,” Five lecture series at
the University of Naples, Naples, Italy, November, 1998
67.
Distinguished lecture series: Two lectures on data mining
and visualization, Utah State University, Logan, UT, April, 1999
68.
“Roundtable: New Graphics Environments,” Joint Statistical
Meetings, Baltimore, August, 1999
69.
“Statistical Education at the Interface: Distance
Learning/Computers in the Classroom,” joint with J. Solka, Joint Statistical
Meetings, Baltimore, August, 1999
70.
“Data Mining and Visualization,” International Statistical
Institute, Helsinki, Finland, August, 1999
71.
“Visual Data Mining,” Keynote Talk at ACAS 99, The Army
Conference on Applied Statistics, West Point, NY, October, 1999
72.
“Assessing Vulnerability Measurements,” INFORMS,
Philadelphia, PA, November, 1999
73.
Two Lectures, Troisieme Cycle de la
Suisse Romande, Ecole Polytechnique Federale de Lausanne, Switzerland,
December, 1999
74.
“Visual Data Mining,” Conference in Honor of the 80th
Birthday of Professor C. R. Rao, Austin, TX, March, 2000
75.
“Statistical Data Mining,” Two-day Short Course Organized by
the Washington Statistical Society, Washington, DC, April, 2000
76.
“Data Reduction by Quantization,” 5th World Congress of the
Bernoulli Society and the Institute of Mathematical Statistics, Guanajuato,
Mexico, May, 2000
77.
“The MiniCAVE and Crystal Vision DataMining Software,”
Invited Technical Demonstration, Joint Statistical Meetings, Indianapolis, IN,
August, 2000
78.
“CrystalVision: A New Visual DataMining Software,” Joint
Statistical Meetings, Indianapolis, IN, August, 2000
79.
“Visual Data Mining,” Joint Statistical Meetings,
Indianapolis, IN, August, 2000
80.
“Multivariate Density Estimation: Adaptive Mixtures” and
“Multivariate Density Estimation: Geometric Approaches,” Workshop on
Nonparametric Model Building, Splines and other Smoothing Techniques, State
College, PA, October, 2000
81.
“Visual Data Mining,” Graduiertenkolleg
“Angewandte Statistik,” Herbstkolloquium, Dortmund, Germany, November, 2000
82.
“Crystal Vision: A New Visual DataMining Software,”
Conference on Data Mining and Statistics, Augsburg, Germany, November, 2000
83.
“Data Reduction by Quantization,” Nonparametrics in Large,
Multidimensional Data Mining Conference, Dallas, TX, January, 2001
84.
“Visual Data Mining,” 8th Biennial CDC/ATSDR Statistics
Symposium, Atlanta, GA, January, 2001
85.
Short Course on Statistical Data Mining, ENAR Meeting,
Charlotte, NC, March, 2001
86.
Five Lectures on Geometry, Visualization and Data Mining,
University of Aalborg, Denmark, May, 2001
87.
“Visual Data Mining,” Keynote Talk, Danish Society of
Theoretical Statistics, Aalborg, Denmark, May, 2001
88.
“Visualizing Cereal World,” DataViz II Workshop, Fairfax,
VA, May, 2001
89.
Short Course on Statistical Data Mining, Interface ‘01,
Orange County, CA, June 2001
90.
“Data Reduction by Quantization,” Joint Statistical
Meetings, Atlanta, GA, August, 2001
91.
“Pixel Tours,” IMA Workshop on Geophysics and Statistics,
Minneapolis, MN, November, 2001
92.
“Pixel Tours,” American Geophysical Union Meeting, San
Francisco, CA, December, 2001
93.
“Collaborative Visualization Environments,” (Best of JCGS
Session), Interface 2002, Montreal, Quebec, Canada, April 2002
94.
Six Lectures on Data Mining, Finnish Summer School in
Probability, Lahti, Finland, June 2002
95.
“Visual Data Mining,” Keynote Talk, C. Warren Neel
Conference on Statistical Data Mining & Knowledge Discovery, Knoxville, TN,
June, 2002
96.
“Smoothings, Ridges, and Bumps,” Joint Statistical Meetings, New York,
NY, August, 2002
97.
“On Some Generalizations of Parallel Coordinate Plots,” Seeing a Million
– A Data Visualization Workshop, Rain am Lech (nr. Munich), Germany, October,
2002
98.
“Visual Data Mining,” Keynote Talk, M2002 SAS Data Mining Conference,
Cary, NC, October 2002
99.
Short Course on Statistical Data Mining, Army Conference on Applied
Statistics, Raleigh, NC, October, 2002
100. “Visualization of
Internet Packet Headers,” NAS/NRC Workshop on Massive Streaming Data,
Washington, DC, December, 2002
101. “Preparing Electronic
Books,” Interface 2003, Salt Lake City, UT, March 2003
102. “Evolutionary Graphics
and Recursive Algorithms for Streaming Data,” Keynote Talk, Conference on
Applied Statistics in Ireland, Mullingar, Ireland, May, 2003
103. “Visualization of
Internet Packet Headers for Intrusion Detection,” Conference on Statistical
Issues in Counterterrorism, Washington, DC, May, 2003
104. “Evolutionary Graphics
for Streaming Data,” JSM 2003, San Francisco, CA, August 2003
105. “Evolutionary Graphics
and Recursive Algorithms for Streaming Data,” Workshop on Statistical and
Machine Learning Techniques for Computer Intrusion Detection, Fairfax, VA,
September, 2003
106. “Visualization in
Statistics,” Keynote Talk, Spring Research Conference on Statistics in Industry
& Technology, Gaithersburg, MD, May, 2004
107. “Visual Analytics for
Streaming Internet Traffic,” Interface 2004, Baltimore, MD, May 2004
108. “Computational and
Mathematical Tools for Alcohol Ecology,” Research Society on Alcoholism,
Vancouver, BC, Canada, June 2004
109. “Recursive Bipartite
Spectral Clustering for Document Categorization,” Army Conference on Applied
Statistics, Atlanta, GA, October, 2004
110. “Visual Data Mining of
Streaming Data,” Federal Committee on Statistical Methodology (FCSM Statistical
Policy Seminar: Achieving Statistical Quality in a Diverse and Changing
Environment, Bethesda, MD, December, 2004
111. “Cybersecurity on the
Internet: Where the Homeland is the World,” Public Lecture, International
Conference on the Future of Statistical Theory, Practice and Education,
Hyderabad, India, December 2004-January 2005
112. “Ecology of Alcohol
and Alcoholism,” International Conference on the Future of Statistical Theory,
Practice and Education, Hyderabad, India, December 2004-January 2005
113. “The Development and
Implications of Computational Statistics for Social Science, Health and Other
Applications,” Keynote Talk, Milestones in 21st Century Science,
Buffalo, NY, March, 2005
114. “Strategies for Visual
Data Mining,” Keynote Talk, SIAM Data Mining Conference 2005, Orange County,
California, April, 2005
115. “40 Years of
Statistics Research: A Personal Perspective,” 40 years of Statistical Computing
and Beyond, Murray Hill, NJ, April, 2005
116. “Strategies for Visual
Data Mining,” Symposium on the Interface, St. Louis, MO, June, 2005
117. “Ecology of Alcohol
and Alcoholism,” with Y. Said, Symposium on the Interface, St. Louis, MO, June,
2005
118. “Modeling Alcohol
Abuse and its Consequences,” with Y. Said (presented by Y. Said, Symposium on
the Interface, St. Louis, MO, June, 2005
119. “Visual Data Mining,”
Introductory Overview Lecture, Joint Statistical Meetings, Minneapolis, MN,
August, 2005
120. “Automated Metadata,”
SAMSI Workshop on Homeland Defense and National Security, Research Triangle
Park, NC, September, 2005
121. “Automated Metadata,“
Army Conference on Applied Statistics, Monterey, CA, October, 2005
122. “Automated Metadata
for Text Mining,” ASA/RAND Conference on Quantitative Methods & Statistical
Applications in Defense, Santa Monica, CA, February, 2006
123. “Statistics, Data Mining, and Climate
Change,” Keynote Talk, Second NASA Datamining Workshop: Issues and Applications
in Earth Science, Pasadena, CA, May, 2006
124. “Statistics, Data Mining, and Climate Change,” Keynote Talk, Symposium
on the Interface, Pasadena, CA, May, 2006
125. “Text Data Mining with Minimal Spanning Trees,” Summer Research
Conference on Statistics, Kerrville,TX, June, 2006
126. Testimony to House Committee on Energy and Commerce, U.S. House of
Representatives, Washington, D.C., July 20 and 27, 2006, http://energycommerce.house.gov/108/home/07142006_Wegman_fact_sheet.pdf
http://energycommerce.house.gov/108/News/07142006_1990.htm
127. “The Kyoto
Accord, The 2001 IPCC Third Assessment Report and The Academic Papers
Underpinning Them,” Joint Statistics Meeting, Seattle, WA, August, 2006
128.
“Density Estimation from Streaming Data Using
Wavelets,” COMPSTAT 2006, Rome, Italy, August, 2006
129. “Geospatial
Distribution of Alcohol-Related Violence in Northern Virginia,” COMPSTAT 2006,
Rome, Italy, August 2006
130. “On the Extraction of
Endogenous Metadata for Text and Image Databases,” Keynote Talk, The KNEMO
Workshop, Anacapri, Capri, Italy, September 2006
131. “Computational Statistics – Graphical and Analytic Methods for Streaming
Data,” Short Course Lectures, Universita Napoli “Federico II”, Naples, Italy,
September, 2006
132. “The Hockey Stick
Controversy: Lessons for Statisticians,” Army Conference on Applied Statistics,
Research Triangle Park, NC, October, 2006
133. “Visual Data Mining,”
Public Lecture, Distinguished Visiting Professor at the American University of
Cairo, Cairo, Egypt, March, 2007
134. “Visualization of
Streaming Data,” Public Lecture, Distinguished Visiting Professor at the
American University of Cairo, Cairo, Egypt, March, 2007
135. “Reanalysis of the
Hockey Stick Paleoclimate Reconstruction,” Public Lecture, Distinguished
Visiting Professor at the American University of Cairo, Cairo, Egypt, March,
2007
136. “Extraction of
Endogenous Metadata,” Keynote Talk, Sixth Conference on Statistics in the
Social Sciences and Humanities, Cairo, Egypt, March, 2007
137. “Assessing
Interventions Related to the Negative Effects of Enthanol on HIV/AIDS Spread,”
39th Symposium on the Interface of Computing and Statistics,
Philadelphia, PA, May, 2007
138. “A Bipartite Graph
Model of the Interaction between Alcohol Users and Institutions,” Research
Society on Alcoholism Annual Meeting, Chicago, IL, July, 2007
139. “Assessing Interventions Related to HIV Incidents Under the
Influence of Ethanol,” Joint Statistical Meetings, Salt Lake City, UT, August,
2007
140. “Text Mining for Fun and Profit,” 3rd
International Symposium on Business and Industrial Statistics, Ponta Delgada,
Azores, Portugal, August, 2007
Ph.D. STUDENTS
PUBLICATIONS
BOOKS, SPECIAL ISSUES OF JOURNALS, AND SOFTWARE
PATENTS
EXHIBITS
Eight digital images exhibited in a collaborative exhibition
of digital imagery by faculty and students entitled Thought Pictures, October
23, 2000 to March 16, 2001
PAPERS
100.
“Geometric modeling of vehicle paths and confidence
regions,” with Celesta G. Ball, Computing Science and Statistics, 28,
287-292, 1997
101.
“High dimensional clustering using parallel coordinates and
the grand tour,” with Qiang Luo, Computing Science and Statistics, 28,
352-360, 1997, republished in Classification and Knowledge Organization,
(R. Klar and O. Opitz, eds.), Berlin: Springer-Verlag, 93-101, 1997
102.
“A mixed measure formulation of the EM algorithm for huge
data set applications, with George Rogers and Bradley C. Wallet, Computing
Science and Statistics, 28, 492-497, 1997
103.
“A genetic algorithm for best subset selection in linear
regression,” with Bradley C. Wallet, David Marchette, Jeffrey Solka, Computing
Science and Statistics, 28, 545-550, 1997
104.
“A new iterative adaptive mixtures type estimator,” with
Jeffrey Solka, Wendy Poston and Bradley Wallet, Computing Science and
Statistics, 28, 573-578, 1997
105.
“Nonparametric density estimation using wavelets and the
method of sieves,” with S.-C. Li, Computing Science and Statistics, 28,
641-646, 1997
106.
“The filtered mode tree,” with David Marchette, Journal
of Computational and Graphical Statistics, 6(2), 143-159, 1997
107.
“Statistical software, siftware and astronomy (with
discussion),” with Daniel B. Carr, R. Duane King, John J. Miller, Wendy L.
Poston, Jeffrey L. Solka, and John Wallin, in Statistical Challenges in
Modern Astronomy II (Babu, G. J. and Feigelson, E. D., eds.) New York:
Springer-Verlag, 185-206, 1997
108.
“Parallel coordinate plot analysis of polarimetric NASA/JPL
AIRSAR imagery,” with J. L. Solka, G. W. Rogers, W. L. Poston, Automatic
Target Recognition VII - Proceedings of SPIE, 3069, 175-184, 1997
109.
“A deterministic method for robust estimation of
multivariate location and shape,” with W. L. Poston, C. E. Priebe, and J. L.
Solka, Journal of Computational and Graphical Statistics, 6(3), 300-313,
1997
110.
“Parallel coordinate and parallel coordinate density plots,”
Encyclopedia of Statistical Sciences, Update Volume 2, (Kotz, S., Read, C.
B., and Banks, D. L., eds.), 518-525+color plates, 1998
111.
“A parallel algorithm for subset selection,” with Wendy L.
Poston and Jeffrey L. Solka, Journal of Statistical Computation and
Simulation, 60, 1-17, 1998
112.
“Immersive methods for exploratory analysis,” with Qiang Luo
and Jim X. Chen, Computing Science and Statistics, 29(1), 206-214, 1998
113.
“Finding modes with the filtered kernel,” with David J.
Marchette, Computing Science and Statistics, 29(1), 498-507, 1998
114.
“Ultrasonic imaging of cast ductile iron projectiles,” with
Wendy L. Poston and O. Thomas Holland, Computing Science and Statistics,
29(1), 292-298, 1998
115.
“New terrain in the mode forest,” with Michael C. Minnotte
and David J. Marchette, Computing Science and Statistics, 29(1),
473-477, 1998
116.
“Evolutionary subspace pursuit,” with Bradley C. Wallet and
David J. Marchette, Computing Science and Statistics, 29(1), 402-406,
1998
117.
“The bumpy road to the mode forest,” with Michael Minnotte
and David Marchette, Journal of Computational and Graphical Statistics,
7(2), 239-251, 1998
118.
“A method to determine the structure of an unknown mixture
using the Akaike information criterion and the bootstrap,” with J. L. Solka, C.
E. Priebe, W. L. Poston and G. W. Rogers, Statistics and Computing, 8,
177-188, 1998
119.
“Visual clustering,” with A. Wilhelm and J. Symanzik, in Data
Science, Classification and Related Methods - Short Papers, Proceedings
of the 6th Conference of the International Federation of Classification
Societies, 349-352, Istituto Nazionale di Staistica, Roma, 1998
120.
“Image grand tour,” with Wendy L. Poston and Jeffrey L.
Solka, Automatic Target Recognition VIII - Proceedings of SPIE, 3371,
286-294, 1998; republished , Vol 6: Automatic Target Recognition. The
CD-ROM, (Firooz Sadjadi, ed.), SPIE: Bellingham, WA, 1999
121.
“D-optimal design methods for robust estimation of
multivariate location and scatter,” with Wendy L. Poston and Jeffrey L. Solka, Journal
of Statistical Planning and Inference, 73, 205-214, 1998
122.
“Visions: New techniques and technologies in statistics
(Keynote Talk),” Proceedings NTTS ‘98: International Seminar on New
Techniques and Technologies for Statistics, 1, 23-34, 1998
123.
“A penalty function method for simplifying adaptive mixtures
density estimates,” with Sung Ahn, Computing Science and Statistics, 30,
134-143, 1998
124.
“Explorations of the space of orthogonal transformations
from to using space-filling curves,” with J.Solka, L. Reid and W. L. Poston, Computing
Science and Statistics, 30, 494-498, 1998
125.
“Animation of dust behaviors in a networked virtual
environment,” with J. X. Chen and J. Wang, Proceedings of The Sixth
International Conference in Central Europe on Computer Graphics and
Visualization, University of West Bohemia, Plzen, Czech Republic, pp.
487-494, 1998
126.
“Physical model of dust behaviors behind a moving vehicle,”
with J. Wang and J. X. Chen, Proceedings of the International Conference on
Scientific Computing and Mathematical Modeling, IMACS’98, Alicante, Spain,
June, 1998
127.
“Visual clustering and classification: The Oronsay particle
size data set revisted,” with A.F.X. Wilhelm and J. Symanzik, Computational
Statistics, 14(1), 109-146, 1999
128.
“The MiniCAVE - A voice-controlled IPT environment,” with J.
Symanzik, J.P. Vandersluis, Q. Luo, F. Camelli, A. Dzubay, X. Fu, N-A. Khumbah,
R. Moustafa, R. Wall and Y. Zhu, Proceedings of the Third International
Immersive Projection Technology Workshop, (H.-J. Bullinger and O. Riedel,
eds.), Springer-Verlag, Berlin, 179-190, 1999
129.
“Data mining and visualization: some strategies,”
Bulletin of the International Statistical Institute, Tome LVIII, Book 3,
223-226, 1999
130.
“Using genetic algorithms (GAs) for the gene mapping
problem,” with Rida E. A. Moustafa, Computing Science and Statistics,
31, 487-492, 1999
131.
“Visions: The evolution of statistics,” Research in
Official Statistics, 2(1), 7-19, 1999
132.
“Real-time simulation of dust behaviors generated by a fast
traveling vehicle,” with J. X. Chen and X. Fu, ACM Transactions on Modeling
and Computer Simulation, 9(2), 81-104, 1999
133.
“Implications of distance learning methodologies for
statistical education,” with J. Solka, ASA Proceedings of the Sections on
Statistical Education, Teaching Statistics in the Health Sciences, and
Statistical Consulting, 13-16, 1999
134.
“Adaptive numerical approximation based on genetic
algorithms,” with Rida E. A. Moustafa and Ken DeJong, Proceedings of the
1999 Genetic and Evolutionary Computing Conference (GECCO), 1999
135.
“On the eve of the 21st century: Statistical science at a
crossroads,” Computational Statistics and Data Analysis, 32, 239-243,
2000
136.
“Visions: New techniques and technologies in statistics,” Computational
Statistics, 15, 133-144, 2000
137.
“An alternative criterion useful for finding E-optimal
designs,” with Wendy Martinez, Statistics and Probability Letters, 47,
325-328, 2000
138.
Book Review of The Grammar of Graphics by Leland
Wilkinson, Journal of the American Statistical Association, 95(451),
1009-1010, 2000.
139.
“Affordable environments for 3D collaborative data
visualization,” Computation in Science and Engineering, 2(6), 68-72, 74,
2000
140.
“Mining evolutionary models to multidimensional scaling of
gene measurements,” Computing Science and Statistics, 32,
/HTMLProceedings/RMoustafa/moustafa.pdf, 2000
141.
“A GA-based method for function approximation using adaptive
interpolation,” with Rida E. A. Moustafa, Proceedings of the 2000 Genetic
and Evolutionary Computing Conference (GECCO), 2000
142.
“Authenticating vulnerability measurements”, Computing
Science and Statistics, 32, 284-293
(/I2000Proceedings/EWegman/EWegman.pdf), 2000
143.
“Physical model of dust behaviors behind a moving object,”
with J. X. Chen, J. Wang, International Journal of Applied Science and
Computations, 7(2), 1-12, 2000
144.
“Data visualization and exploration via virtual reality: An
overview,” with Juergen Symanzik, Bulletin of the International Statistical
Institute, LIX(2), 76-79, 2001
145.
“On sample survey designs for consumer price indexes,” with
Alan H. Dorfman, Janice Lent, Sylvia G. Leaver, Bulletin of the
International Statistical Institute, LIX(2), 421-424, 2001
146.
“On methods of computer graphics for visualizing densities,”
with Q. Luo, Journal of Computational and Graphical Statistics, 11(1),
137-162, 2002
147.
“Immersive projection technology for visual data mining,”
with Juergen Symanzik, Journal of Computational and Graphical Statistics,
11(1), 163-188, 2002
148.
“On some mathematics for visualizing high dimensional data,”
with Jeffrey L. Solka, Sanhkya (A), 64(2), 429-452, 2002
149.
“Smoothings, ridges, and bumps,” with Qiang Luo, Proceedings
of JSM 2002 (CD), 3666-3672
150.
“New applications of the image grand tour,” with Jürgen Symanzik, Amy Braverman, and Qiang
Luo, Computing Science and Statistics, 34, 500-512, 2002
151.
“A text stream transformation for semantic-based
clustering,” with Angel Martinez, Computing Science and Statistics, 34,
184-203, 2002
152.
"Encoding of
Text to Preserve 'Meaning'," with Angel Martinez, Proceedings of the
Eighth U.S. Army Conference on Applied Statistics,
ACAS02/MartinezAngel/MartinezAngel.pdf, 2003
153.
“Visual data mining,” Statistics in Medicine, 22,
1383-1397+ 10 color plates, 2003
154.
“Visualizing cereal world,” with Alan Dorfman, Computational
Statistics and Data Analysis, 43(4), 633-649, 2003
155.
“Data compression by geometric quantization,” with Nkem-Amin
Khumbah, in Recent
Advances
and Trends in Nonparametric Statistics, (M.G. Akritas and D.N. Politis,
eds.), Elsevier (North Holland), 35-48, 2003
156.
“On some techniques for streaming data: A case study of
Internet packet headers,” with David J. Marchette, Journal of Computational
and Graphical Statistics, 12(4), 893-914, 2003
157.
“Data mining strategies for detection of chemical warfare
agents,” with Jeffrey L. Solka and David Marchette, Statistical Data Mining
and Knowledge Discovery, 71-92, 2004
158.
“Statistical analysis of network data for cybersecurity,”
with David J. Marchette, Chance, 17(1), 8-18, 2004.
159. “Modeling
continuous time series driven by fractional Gaussian noise,” with Winston Chow,
in Time Series Analysis and Applications to Geophysical Systems, a book
in the series : The IMA
Volumes in Mathematics and its Applications , Vol. 139,
New York: Springer-Verlag, (Brillinger, David R.; Robinson, Enders
A.; Schoenberg, Frederic P., Eds.), 239-256, 2004
160. “Simultaneous
selection of features and metric for optimal nearest neighbor classification,”
with D. A. Johannsen, J. L. Solka, and C. E. Priebe, Communications in
Statistics: Theory and Methods, 2137-2158, 2004
161. “Graphical displays
of Internet traffic data,” with Karen Kafadar, in COMPSTAT 2004,
(Antoch, J., ed.), Berlin: Physica-Verlag, 287-302, 2004
162. “Iterative denoising
for cross-corpus discovery,” with C. E. Priebe, D. J. Marchette, Y. Park, J. L.
Solka, D. A. Socolinsky, D. Karakos, K. W. Church, R. Guglielmi, R. R. Coifman,
D. Lin, D. M. Healey, M. Q. Jacob, A. Tsao,
in COMPSTAT 2004, (Antoch, J., ed.), Berlin: Physica-Verlag,
381-392, 2004
163.
“Using weights with a text proximity matrix,” with A. R.
Martinez and W. L. Martinez, in COMPSTAT 2004, (Antoch, J.,
ed.), Berlin: Physica-Verlag, 327-338, 2004
164.
“On some statistical methods for parallel computation,” Handbook
of Parallel Computing and Statistics, (Erricos John, Ed.) 285-307, 2005
165. “Man vs. machine - A study of the ability of statistical methodologies
to discern human generated ssh traffic from machine generated scp traffic,”
with J. L. Solka and M. L. Adams, in Statistical Methods in Computer
Security, (W. Chen, ed.), Marcel-Dekker, New York, 169-181, 2004
166. “Teacher-driven, web-based learning system,” with Fahad T. Alotaiby, Jim
X. Chen, Harry Wechsler, and Debra Sprague, in Proceedings of the 5th
Conference on Information Technology Education, ACM SIGITE, 284, 2004
167.
“Fast algorithms for classification using class cover
digraphs,” with David J. Marchette and Carey E. Priebe, Handbook of
Statistics: Data Mining and Data Visualization, (Rao, C. R., Wegman, E. J.
and Solka, J. L., eds.), 331-358, 2005
168.
“Statistical data mining,” with Jeffrey L. Solka, Handbook
of Statistics: Data Mining and Data Visualization, (Rao, C. R., Wegman, E.
J. and Solka, J. L., eds.), 1-46, 2005
169.
“Text data mining with minimal spanning trees,” with Jeffrey
L. Solka and Avory C. Bryant, Handbook of Statistics: Data Mining and Data
Visualization, (Rao, C. R., Wegman, E. J. and Solka, J. L., eds.), 133-170,
2005
170.
“Adaptive web-based learning system,” with Fahad T. Alotaiby, Jim X. Chen, Harry Wechsler, and Debra Sprague,
in the Proceedings of the12th Annual IEEE International
Conference and Workshop on the Engineering of Computer-Based Systems,
423-430, 2005
171.
“Multivariate continuous data, generalizations of parallel
coordinates,” with Rida E. A. Moustafa, Graphics
of Large Datasets: Visualizing a Million,
(Antony Unwin, Martin Theus, Heike Hofmann, eds.) 143-156, 2006
172.
“Visualizing ‘typical’ and
‘exotic’ Internet traffic data,” with Karen Kafadar, Computational
Statistics and Data Analysis, 50(12),
3721-3743, 2006
173.
”Geospatial distribution of alcohol-related violence in
Northern Virginia,” with Yasmin H. Said, in Compstat
2006, (Alfredo Rizzi and Maurizio Vichi, eds.), 197-208, 2006
174.
“Density estimation from streaming data using wavelets,”
with Kyle A. Caudle, in Compstat 2006,
(Alfredo Rizzi and Maurizio Vichi, eds.), 231-244, 2006
“On sample survey designs for consumer price indexes,” with Alan H. Dorfman, Janice Lent, Sylvia G. Leaver, Survey Methodology, 32(2), 197-216, 2006
176.
177.
“Implications of
co-author networks on peer review,” with Yasmin H. Said, Walid K. Sharabati,
John T. Rigsby in Classification and Data Analysis, Macerata, Italy:
EUM-Edizoni Università di Macerata, 245-248, 2007
178.
“Style of
author-coauthor social networks,” with Yasmin H. Said, Walid K. Sharabati,
John T. Rigsby, Computational
Statistics and Data Analysis, 52, 2177-2184, 2007;
doi:10.1016/j.csda.2007.07.021
179.
“Quantitative
assessments of alcohol-related outcomes,” with Yasmin H. Said, Chance, 20(3),
17-25, 2007
180.
“A conversation
with Dorothy Gilford,” with Wendy Martinez, Statistical Science, 22(2),
291-300, 2007
TECHNICAL REPORTS
PERSONAL INTERESTS
My personal interests extend to a number of areas including
music and audio systems, photography, both black and white and color, and
horticulture, particularly roses. I have exhibited roses and won a number of
awards. My photographs have also received several awards and several have been
published. I have sung bass with a choral group that has released several
record albums of original music. I also play guitar, electric bass, dulcimer
and autoharp.