Publication List (last update: 6/8/01)

2001

2000

K.-M. Lee and W. N. Street
Automatic segmentation and classification using on-line shape learning.
In Proceedings of the Fifth IEEE Workshop on the Application of Computer Vision (WACV2000), pages 64-70, Palm Springs, CA, December 2000.
Y. Kim and W. N. Street
CoIL Challenge 2000: Choosing and explaining likely caravan insurance customers.
In P. van der Putten and M. van Someren (eds), CoIL Challenge 2000: The Insurance Company Case. Sentient Machine Research, Amsterdam, June 2000. Winner, description task.
K.-M. Lee and W. N. Street
Dynamic learning of shape for automatic object recognition
In ICML-2000 Workshop on Machine Learning of Spatial Knowledge, pages 44-49, Stanford, CA, June-July 2000.
Y. Kim, W. N. Street, and F. Menczer
Feature selection in unsupervised learning via evolutionary search.
In Proceedings of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-00), pages 365-369, 2000.
K.-M. Lee and W. N. Street
Generalized Hough transforms with flexible templates.
In Proceedings of the 2000 International Conference on Artificial Intelligence (IC-AI), Las Vegas, NV, June 2000.
F. Menczer, W. N. Street, M. Degeratu.
Evolving heterogeneous neural agents by local selection.
In V. Honavar, M. Patel and K. Balakrishnan, editors, Advances in the Evolutionary Synthesis of Neural Systems, MIT Press, to appear.
F. Menczer, M. Degeratu, and W. N. Street.
Efficient and scalable Pareto optimization by evolutionary local selection algorithms.
Evolutionary Computation 8(2): 223-247, Summer 2000.
W. N. Street.
Xcyt: A system for remote cytological diagnosis and prognosis of breast cancer.
In L.C. Jain, editor, Soft Computing Techniques in Breast Cancer Prognosis and Diagnosis, World Scientific Publishing, Singapore, 2000, pages 297-322.

1999

W.H. Wolberg, W.N. Street and O.L. Mangasarian.
A comparison of computer-based nuclear analysis versus lymph node status for staging breast cancer.
Clinical Cancer Research 5, 3542-3548, November 1999.
K.-M. Lee and W. N. Street.
A fast and robust approach for automated segmentation of breast cancer nuclei.
In Proceedings of the Second IASTED International Conference on Computer Graphics and Imaging, Palm Springs, CA, October 1999, pages 42--47.
D. Eichmann, M. E. Ruiz, P. Srinivasan, W. N. Street, C. Culy, and F. Menczer.
A cluster-based approach to tracking, detection and segmentation of broadcast news.
DARPA Broadcast News Workshop, Herndon, VA, Feb. 28 - Mar 3 1999.
W. N. Street.
A neural network model for prognostic prediction.
In J. Shavlik, editor, Proceedings of the Fifteenth International Conference on Machine Learning, pages 540-546, San Francisco, 1998. Morgan Kaufmann. (abstract)
W. N. Street and O. L. Mangasarian.
Improved generalization via tolerant training.
Journal of Optimization Theory and Applications 96(2):259-279, February 1998. (abstract)
P. S. Bradley, O. L. Mangasarian, and W. N. Street.
Feature selection via mathematical programming.
INFORMS Journal on Computing 10(2):209-217, 1998. (abstract)
W. H. Wolberg, W. N. Street, and O. L. Mangasarian.
Computer-derived nuclear features compared with axillary lymph node status for breast cancer prognosis.
Cancer Cytopathology 81:172-179, 1997.
P. S. Bradley, O. L. Mangasarian, and W. N. Street.
Clustering via concave minimization.
In M. C. Mozer, M. I. Jordan and T. Petsche, eds., Advances in Neural Information Processing Systems 9, pages 368-374, MIT Press, Cambridge, MA, 1997. (abstract)
W. H. Wolberg, W. N. Street, and O. L. Mangasarian.
Computerized diagnosis of breast fine needle aspirates.
The Breast Journal, Vol. 3 No. 2, pages 77-80, March/April 1997.
M. W. Teague, W. H. Wolberg, W. N. Street, O. L. Mangasarian, S. C. Call, and D. L. Page.
Indeterminate fine needle aspiration of the breast: Image analysis aided diagnosis.
Cancer Cytopathology 81: 129-135, 1997. (abstract)
W. N. Street, O. L. Mangasarian, and W. H. Wolberg.
Individual and collective prognostic prediction.
Technical Report 96-01, Computer Sciences Department, University of Wisconsin, Madison, WI, January 1996. (abstract)
W. N. Street, O. L. Mangasarian, and W.H. Wolberg.
An inductive learning approach to prognostic prediction.
In A. Prieditis and S. Russell, editors, Proceedings of the Twelfth International Conference on Machine Learning, pages 522-530, San Francisco, 1995. Morgan Kaufmann. (abstract)
O.L. Mangasarian, W.N. Street and W.H. Wolberg.
Breast cancer diagnosis and prognosis via linear programming.
Operations Research, 43(4), pages 570-577, July-August 1995. (abstract)
W.H. Wolberg, W.N. Street, D.M. Heisey, and O.L. Mangasarian.
Computer-derived nuclear features distinguish malignant from benign breast cytology.
Human Pathology, 26:792-796, 1995. (abstract)
W.H. Wolberg, W.N. Street, D.M. Heisey, and O.L. Mangasarian.
Computerized breast cancer diagnosis and prognosis from fine needle aspirates.
Archives of Surgery 1995;130:511-516. (abstract)
W.H. Wolberg, W.N. Street, D.M. Heisey, and O.L. Mangasarian.
Computer-derived nuclear ``grade'' and breast cancer prognosis.
Analytical and Quantitative Cytology and Histology, Vol. 17, No. 4, pages 257-264, August 1995. (abstract)
W.H. Wolberg, W.N. Street, and O.L. Mangasarian.
Image analysis and machine learning applied to breast cancer diagnosis and prognosis.
Analytical and Quantitative Cytology and Histology, Vol. 17 No. 2, pages 77-87, April 1995. (abstract)
W.H. Wolberg, W.N. Street, and O.L. Mangasarian.
Machine learning techniques to diagnose breast cancer from fine-needle aspirates.
Cancer Letters 77 (1994) 163-171. (abstract)
J.S. Oghalai, W.N. Street, and W.S. Rhode.
A neural network based spike discriminator.
Journal of Neuroscience Methods 54 (1994) 9-22. (abstract)
W.H. Wolberg, W.N. Street, and O.L. Mangasarian.
Breast cytology diagnosis via digital image analysis.
Analytical and Quantitative Cytology and Histology, Vol. 15 No. 6, pages 396-404, December 1993. (abstract)
W.N. Street, W.H. Wolberg and O.L. Mangasarian
Nuclear feature extraction for breast tumor diagnosis
IS&T/SPIE 1993 International Symposium on Electronic Imaging: Science and Technology, volume 1905, pages 861-870, San Jose, CA, 1993. (abstract)