Tomas Lozano-Perez
MIT Building 32-G492
32 Vassar Street,
Cambridge, MA 02139
(617) 253-7889 (office)
(617) 452-5034 (fax)
Electronic mail address is T followed by L followed by P at mit dot edu
TIBCO Founders Professor of Computer Science and Engineering
MIT Computer Science and Artificial Intelligence Laboratory
Department of Electrical Engineering and Computer
Science
Massachusetts Institute of Technology.
Current Projects
- Dietterich, T. G., Lathrop, R. H., Lozano-Perez, T. Solving
the multiple-instance problem with axis-parallel
rectangles. Artificial Intelligence, Vol. 89, Nos.
1-2, January 1997, pp. 31-- 72. Postscript
preprint (The last 3 figures are not available
online).
- Jain, A. N., Dietterich, T. G., Lathrop, R. H., Chapman,
D., Critchlow, R. E., Bauer, B. E., Webster, T. A.,
Lozano-Perez, T. Compass: A shape-based machine
learning tool for drug design. Computer-Aided
Molecular Design, 8(1994) 635-652.
- Dietterich, T. G., Jain, A., Lathrop, R., Lozano-Perez,
T. (1994). A comparison of dynamic reposing and
tangent distance for drug activity prediction. Advances
in Neural Information Processing Systems, 6. San
Mateo, CA: Morgan Kaufmann. 216-223. Postscript
preprint.
- Grimson, W. E. L., Lozano-Perez, T., Wells, S., Ettinger,
G., White, S. and Kikinis, R. An Automatic
Registration Method for Frameless Stereotaxy, Image
Guided Surgery, and Enhanced Reality Visualization. IEEE
Transactions on Medical Imaging, Vol. 15, No. 2, April
1996, pp.129--140. Postscript
preprint
- Maron, O. and Lozano-Perez, T. A Framework for
Multiple-Instance Learning, Neural Information
Processing Systems 10, 1998. Compressed Postscript
preprint.
- Wang, E., Lozano-Perez, T. and Tidor, B. AmbiPack: A
Systematic Algorithm for Packing of Rigid Macromolecular
Structures with Ambiguous Constraints, Proteins:
Structure, Function and Genetics, 32: 26-42 (1998) PDF
preprint HTML version
- Wang, E. ConfMatch: automating electron-density map interpretation by
matching conformations. Acta Crystallographica Section D
56: 1591-1611 (2000). Copyright © International Union of Crystallography
PDF reprint (730K)
- Yang, C., Lozano-Perez, T. Image Database Retrieval
With Multiple-Instance Learning Techniques. 16th Intl. Conference on
Data Engineering, San Diego, 2000. IEEE Web site for Abstract and PDF.
- Rienstra, Tucker-Kellogg, Jaroniec, Hohwy, Tidor, Lozano-Perez,
Griffin. "De Novo Determination of Peptide Structure with Solid-State
MAS NMR Spectroscopy" PROC. NATL. ACAD. SCI. USA, to appear August 6,
2002.
Assistant
Graduate Students
- Han-Pang Chiu
- Kaijen Hsiao
- Eun Jong (Ben) Hong
- Austin Huang
