Data analysis and mining in the life sciences

SIGMOD Record (ACM Special Interest Group on Management of Data)

Volumn 30, Issue 3, 2001, Pages 76-85

  Huyn, Nam ^a  

^a SurroMed Inc   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0005876369     PISSN: 01635808     EISSN: None     Source Type: Journal    
DOI: 10.1145/603867.603880     Document Type: Article

References (18)

1. R. Agrawal, T. Imilienski and A. Swami. Mining association rules between sets of items in large datasets. In Proc. ACM SIGMOD, pp. 207-216, Washington, D.C., 1993.
2. A. Blum and P. Langley. Selection of relevant features and examples in machine learning. In Artificial Intelligence., pp. 245-271, 1997.
3. S. Chaudhuri and U. Dayal. An Overview of Data Warehousing and OLAP Technology. In SIGMOD Record, 26(1), pp. 65-74, 1997.
4. R. I. Jennrich. Stepwise Discriminant Analysis. In Statistical Methods for Digital Computers, Vol. 3, K. Enslein, A. Ralston, and H. S. Wilf (Eds.), Wiley, New York, pp. 76-96, 1977.
5. I. T. Joliffe. Principal Component Analysis. Springer-Verlag, 1986.
6. S. Kullbach and R. A. Leibler. On Information Theory and Sufficiency. In Annals of Mathematical Statistics, Vol. 22, 1951.
7. D. Koller and M. Sahami. Toward Optimal Feature Selection. In Proc. 13th Int. Conf. on Machine Learning, Bari, Italy, July 1996, pp. 284-292.
8. B. Ladd and S. Kenner. Information Visualization and Analytical Data Mining in Pharmaceutical R&D. In Current Opinion in Drug Discovery & Development, 3(3), pp. 280-291, 2000.
9. H. Liu and H. Motada. Feature Extraction, Construction and Selection: a Data Mining Perspective. Kluwer, 1998.
10. Biomarkers Definitions Working Group. Biomarkers and Endpoints in Clinical Trials: Preferred Definitions and Conceptual Framework. National Institutes of Health.
11. S. Norton, P. Huyn, C. Hastings, and J. Heller. Data Mining of Spectroscopic Data for Biomarker Discovery. In Current Opinion in Drug Discovery & Development, 4(3), pp. 325-331, 2001.
12. R. L. Ott. An Introduction to Statistical Methods and Data Analysis. Duxbury Press, 1993.
13. S. D. Patterson. Protein Identification and Characterization by Mass Spectrometry. In Current Protocols in Molecular Biology, Wiley, 1998.
14. J. Ren. High-Throughput Screening of Genetic Mutations/Polymorphisms by Capillary Electrophoresis. In Combinatorial Chemistry & High Throughput Screening, 3(1), pp. 11-25, 2000.
15. S. Tsur. Data Mining in the Bioinformatics Domain. In Proc. 26th Int. Conf. on Very Large Data Bases, pp. 711-714, Cairo, Egypt, 2000.
16. P. Vassiliadis and T. Sellis. A Survey of Logical Models for OLAP Databases. In SIGMOD Record, 28(4), pp. 64-69, 1999.
17. S. Watanabe. Pattern Recognition: Human and Mechanical. Wiley, New York, 1985.
18. H. Wold. Partial Least Squares. In Encyclopedia of Statistical Sciences, Samuel Kotz and Norman L. Johnson, eds., Vol. 6, New York: Wiley, 1985, pp. 581-591.