Matthew N. Dailey
808 Fort Stockton Dr. #1C
San Diego, CA 92103
(619) 297-9594
mdailey[AT]cs.ucsd.edu
http://www.cse.ucsd.edu/users/mdailey
Research and development position in San Diego area with emphasis on
machine learning, statistical modeling, and/or artificial intelligence.
- University of California, San Diego:
- Ph.D., Computer Science and Cognitive Science, 2002.
- North Carolina State University:
- M.S., Computer Science, 1995;
B.S., Computer Science, 1992.
- Honors and Awards:
-
Powell Fellowship, UCSD, 2001
ARCS Fellowship, UCSD, 1999
National Dean's List, 1999
Computer Science Teaching Excellence Award, UCSD, 1998
Who's Who Among College Students at U.S. Universities, 1998
Powell Fellowship, UCSD, 1996
Graduated Magna Cum Laude, NC State University
Upsilon Pi Epsilon Computer Science Honor Society, NC State University
- November 2001-Present
- Research Scientist,
Personal Robotics, Inc., San Diego, CA.
Performed product-oriented research and development for autonomous
mobile robotics. Responsible for design and empirical
evaluation of algorithms for robot localization, navigation, and
environment mapping. Computer vision, statistical modeling.
- March 2000-October 2001
- Research Scientist,
Burning Glass Technologies, San Diego, CA.
Performed product-oriented research part-time while completing Ph.D.
Designed, implemented, and empirically evaluated algorithms. Natural
language processing, information extraction, statistical modeling,
machine learning. Wrote internal technical documentation. Primary
or contributing inventor on three patent applications.
- June 1998-June 2001
- Graduate Student Researcher,
Computer Science and Engineering Department, UCSD.
Performed research on machine vision, facial identity
recognition, and facial expression recognition toward Ph.D. degree.
Synthesized research from
computer vision, machine learning, computer science, cognitive science,
neuroscience, and psychology. Published research in peer-reviewed
conferences and journals. Supervised undergraduate research projects.
- September 1998-February 2000
- Consultant,
Netrologic, Inc., San Diego, CA.
Performed research on machine identification of leaves of flowering
plants. Image processing, computer vision, and machine learning.
Applied image processing and computer vision techniques to
the problem of segmenting, orienting, and classifying images of leaves.
- September 1995-June 1998
- Graduate Teaching Assistant,
Computer Science and Engineering Department, UCSD.
Assisted professors with preparation of class material, prepared auxiliary
lectures, graded projects, exams, and homework, held office hours, tutored
students. Won the Computer Science Department's Teaching Excellence Award
in 1998. Courses:
Theory of Computation, Compiler Construction, Operating Systems Principles,
Multimedia Systems, Java Seminar, Comparative Programming Languages.
- June 1997-September 1997
- Consultant,
HNC Software, San Diego, CA.
Performed research on techniques for financial fraud detection.
Developed practical skills in statistical modeling and machine learning.
- June 1996-September 1996
- Consultant,
Encyclopædia Britannica, La Jolla, CA.
Developed enhancements to Encyclopædia Britannica's online
interface. User interface design, web programming with C++, Perl, CGI.
- August 1993-September 1995
- Graduate Research Assistant, Graduate
Teaching Assistant,
Computer Science Department, North Carolina State University.
Developed intelligent knowledge-based user interface technology for
molecular biologists. Performed research on intelligent customization
of World Wide Web content to the needs of the user. Assisted courses in
Artificial Intelligence, Computational Linguistics, Networking Projects,
and Automata Theory.
- August 1989-August 1994
- Software Designer
BNR, Inc., Research Triangle Park, NC.
Seasonal internships during undergraduate study and full time work after
graduation. Responsible for design, maintenance, and reengineering of
software components in a large telecommunications software system.
Developed strong software engineering skills.
- Fluent in C/C++, Matlab, and Perl.
Experienced with Java, Visual Basic, SAS,
Lisp, Smalltalk, various assemblers.
Comfortable in Linux/Unix, MacOS, and MS Windows (NT/2000/98).
- Experienced in machine learning, statistical modeling, information
extraction, neural networks, computer vision, robotics, database-backed
Web services, knowledge bases and expert systems.
- Excellent scientific research and technical writing skills.
- Dailey, M.N., Cottrell, G.W., Padgett, C., and Adolphs, R.
(2002). EMPATH: A neural network that categorizes facial expressions.
Journal of Cognitive Neuroscience}, 14(8):1158-1173.
- Dailey, M.N., Cottrell, G.W., and Adolphs, R. (2000). A Six-Unit
Network is all You Need to Discover Happiness. In Proceedings of
the Twenty-Second Annual Conference of the Cognitive Science Society,
Erlbaum, Mahwah NJ, pp. 101-106.
- Cottrell, G.W., Dailey, M.N., Padgett, C., and Adolphs,
R. (2000). Is all face processing holistic? The view from UCSD.
In Wenger, M. and Townsend, J. (Eds.) Computational,
Geometric, and Process Perspectives on Facial Cognition: Contexts and
Challenges. Erlbaum, Mahwah NJ, pp. 347-395.
- Dailey, M.N. and Cottrell, G.W. (1999),
PCA = Gabor for Expression Recognition. UCSD Computer
Science and Engineering Technical Report CS-629, August 1999.
- Dailey, M.N. and Cottrell, G.W. (1999), Organization of Face
and Object Recognition in Modular Neural Networks. Neural
Networks 12(7-8):1053-1074.
- Dailey, M.N., Cottrell, G.W., and Busey, T.A. (1999), Facial
memory is kernel density estimation (almost). In Advances in Neural Information Processing Systems 11,
MIT Press, Cambridge MA, pp. 24-30.
- Dailey, M.N. and Cottrell, G.W. (1999), Prosopagnosia in
modular neural network models. In Reggia, J., Ruppin, E.,
and Glanzman, D., Eds., Disorders of Brain, Behavior, and
Cognition: The Neurocomputational Perspective, Progress in Brain
Research series vol. 121. Elsevier, Amsterdam, pp. 165-184.
- Dailey, M.N., Cottrell, G.W., and Busey, T.A. (1998), Eigenfaces
for familiarity. In Proceedings of the Twentieth Annual
Conference of the Cognitive Science Society, Erlbaum, Mahwah NJ,
pp. 273-278.
- Dailey, M.N. and Cottrell, G.W. (1998), Task and spatial
frequency effects on face specialization. In Advances In Neural
Information Processing Systems 10, MIT Press, Cambridge MA, pp. 17-23.
- Dailey, M.N., Cottrell, G.W., and Padgett, C. (1997), A mixture
of experts model exhibiting prosopagnosia, In Proceedings of the
Nineteenth Annual Conference of the Cognitive Science Society, Erlbaum,
Hillsdale NJ, pp. 155-160.
- Dailey, M.N., Miller, G.S., and Lester, J.C. (1996), Exploiting
stereotypes to eliminate strategic bias, In Fifth International
Conference on User Modeling, pp. 201-203.
- Dailey, M.N., Freitag, D.B., Hathaidharm, C., and Pathria, A.K.
``Method for improving results in an HMM-based segmentation system by
incorporating external knowledge.'' Pending.
- Dailey, M.N., Crooks, T.J., Laffoon, M.A., and Pathria, A.K.
``Application-specific method and apparatus for assessing similarity
between two data objects.'' Pending.
- Crooks, T.J., Pathria, A.K., Gopinathan, K.M., and Dailey, M.N.
``Method for measuring supply and demand for non-identical objects.''
Pending.
- Reviewer for IEEE Transactions on Neural Networks,
the Advances in Neural Information Processing Systems (NIPS) conference,
the Cognitive Science Society conference, the Handbook of Brain
Theory and Neural Networks, and the journal {\em Emotion}.
- Member of the UCSD Institute for Neural Computation (INC),
the IEEE Computer Society,
the Association for Computing Machinery (ACM),
the Cognitive Science Society, and the Cognitive Neuroscience Society.
- Garrison W. Cottrell
Professor
Department of Computer Science and Engineering
University of California at San Diego
9500 Gilman Drive
La Jolla, CA 92093-0114
Email: gary[AT]cs.ucsd.edu
- Charles Elkan
Associate Professor
Department of Computer Science and Engineering
University of California at San Diego
9500 Gilman Drive
La Jolla, CA 92093-0114
Email: elkan[AT]cs.ucsd.edu
- Anu Pathria
Founder and VP, Technology & Product Development
Burning Glass Technologies
3990 Ruffin Road, Suite 201
San Diego, CA 92123
Email: anu.pathria[AT]burning-glass.com
Matthew Dailey
2003-03-21