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)