-
1
-
-
0033536012
-
Broad patterns of gene expression revealed by clustering analysis of tumor colon tissues probed by oligonucleotide arrays
-
Alon, U., Barkai, N., Notterman, D. A., Gish, K., Mack, S. Y. D., and Levine, J., Broad patterns of gene expression revealed by clustering analysis of tumor colon tissues probed by oligonucleotide arrays, Proceedings of the National Academy of Sciences USA 96, 6745-6750, (1999).
-
(1999)
Proceedings of the National Academy of Sciences USA
, vol.96
, pp. 6745-6750
-
-
Alon, U.1
Barkai, N.2
Notterman, D.A.3
Gish, K.4
Mack, S.Y.D.5
Levine, J.6
-
2
-
-
0037076322
-
Selection bias in gene extraction on the basis of microarray gene-expression data
-
Ambroise, C, and McLachlan, G. J., Selection bias in gene extraction on the basis of microarray gene-expression data, Proceedings of the National Academy of Sciences USA, 14, 6562-6566 (2002).
-
(2002)
Proceedings of the National Academy of Sciences USA
, vol.14
, pp. 6562-6566
-
-
Ambroise, C.1
McLachlan, G.J.2
-
3
-
-
0028685490
-
Fitting a mixture model by expectation maximization to discover motifs
-
Bailey, T. B., and Elkan, C, Fitting a mixture model by expectation maximization to discover motifs, Intelligent Systems for Molecular Biology 2, 28-36 (1994).
-
(1994)
Intelligent Systems for Molecular Biology
, vol.2
, pp. 28-36
-
-
Bailey, T.B.1
Elkan, C.2
-
4
-
-
0034948896
-
A Bayesian framework for the analysis of microarray expression data: Regularized i-test and statistical inferences of gene changes
-
Baldi, P., and Long, A. D., A Bayesian framework for the analysis of microarray expression data: Regularized i-test and statistical inferences of gene changes. Bioinformatics 17(6), 509-519 (2001).
-
(2001)
Bioinformatics
, vol.17
, Issue.6
, pp. 509-519
-
-
Baldi, P.1
Long, A.D.2
-
6
-
-
27144489164
-
A tutorial on support vector machines for pattern recognition
-
Burges, C. J. C, A tutorial on support vector machines for pattern recognition, Data Mining and Knowledge Discovery 2(2), 121-167 (1998).
-
(1998)
Data Mining and Knowledge Discovery
, vol.2
, Issue.2
, pp. 121-167
-
-
Burges, C.J.C.1
-
7
-
-
84882960957
-
-
Imperial College Press, London
-
Caria, M., Measurement Analysis: An Introduction to the Statistical Analysis of Laboratory Data in Physics, Chemistry, and the Life Sciences, Imperial College Press, London, 2000.
-
(2000)
Measurement Analysis: An Introduction to the Statistical Analysis of Laboratory Data in Physics, Chemistry, and the Life Sciences
-
-
Caria, M.1
-
8
-
-
84926662675
-
Nearest neighbor pattern classification
-
Cover, T. M., and Hart, P. E., Nearest neighbor pattern classification, IEEE Transactions on Information Theory 13, 21-27 (1967).
-
(1967)
IEEE Transactions on Information Theory
, vol.13
, pp. 21-27
-
-
Cover, T.M.1
Hart, P.E.2
-
9
-
-
0002034653
-
Efficient mining of emerging patterns: Discovering trends and differences
-
Dong, G., and Li, J., Efficient mining of emerging patterns: Discovering trends and differences, in Proceedings of 5th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 15-18, 1999.
-
(1999)
Proceedings of 5th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
, pp. 15-18
-
-
Dong, G.1
Li, J.2
-
10
-
-
0002593344
-
Multi-interval discretization of continuous-valued attributes for classification learning
-
Fayyad, U., and Irani, K., Multi-interval discretization of continuous-valued attributes for classification learning, in Proceedings of 13th International Joint Conference on Artificial Intelligence, pp. 1022-1029, 1993.
-
(1993)
Proceedings of 13th International Joint Conference on Artificial Intelligence
, pp. 1022-1029
-
-
Fayyad, U.1
Irani, K.2
-
11
-
-
0026108692
-
Light-directed spatially addressable parallel chemical synthesis
-
Fodor, S. P., Read, J. L., Pirrung, M. C, Stryer, L., Lu, A. T., and Solas, D., Light-directed spatially addressable parallel chemical synthesis, Science 251, 767-773 (1991).
-
(1991)
Science
, vol.251
, pp. 767-773
-
-
Fodor, S.P.1
Read, J.L.2
Pirrung, M.C.3
Stryer, L.4
Lu, A.T.5
Solas, D.6
-
12
-
-
0037057374
-
Exploring the conditional coregulation of yeast gene expression through fuzzy fc-means clustering
-
0059.1-0059.22
-
Gasch, A., and Eisen, M. B., Exploring the conditional coregulation of yeast gene expression through fuzzy fc-means clustering, Genome Biology 3(11), 0059.1-0059.22, (2002).
-
(2002)
Genome Biology
, vol.3
, Issue.11
-
-
Gasch, A.1
Eisen, M.B.2
-
13
-
-
0033569406
-
Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring
-
Golub, T. R., Slonim, D. K., Tamayo, P., Huard, C, Gaasenbeek, M., Misirov, J. P., Coller, H., Loh, M. L., Downing, J. R., Caligiuri, M. A., Bloomfield, C. D., and Lander, E. S., Molecular classification of cancer: Class discovery and class prediction by gene expression monitoring, Science 286(15), 531-537 (1999).
-
(1999)
Science
, vol.286
, Issue.15
, pp. 531-537
-
-
Golub, T.R.1
Slonim, D.K.2
Tamayo, P.3
Huard, C.4
Gaasenbeek, M.5
Misirov, J.P.6
Coller, H.7
Loh, M.L.8
Downing, J.R.9
Caligiuri, M.A.10
Bloomfield, C.D.11
Lander, E.S.12
-
14
-
-
0004060921
-
-
Ph.D. Thesis, Department of Computer Science, University of Waikato, New Zealand
-
Hall, M. A., Correlation-Based Feature Selection Machine Learning, Ph.D. Thesis, Department of Computer Science, University of Waikato, New Zealand, 1998.
-
(1998)
Correlation-Based Feature Selection Machine Learning
-
-
Hall, M.A.1
-
15
-
-
0003585297
-
-
Morgan Kaufmann, San Francisco
-
Han, J., and Kamber, M., Data Mining: Concepts and Techniques, Morgan Kaufmann, San Francisco, 2000.
-
(2000)
Data Mining: Concepts and Techniques
-
-
Han, J.1
Kamber, M.2
-
16
-
-
0003684449
-
-
Springer-Verlag, Berlin
-
Hastie, T., Tibshirani, R., and Friedman, J., The Elements of Statistical Learning: Data Mining, Inference, and Prediction, Springer-Verlag, Berlin, 2001.
-
(2001)
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
-
-
Hastie, T.1
Tibshirani, R.2
Friedman, J.3
-
17
-
-
0026992322
-
An analysis of Bayesian classifier
-
Langley, P., Iba, W., and Thompson, K., An analysis of Bayesian classifier, in Proceedings of 10th National Conference on Artificial Intelligence, pp. 223-228, 1992.
-
(1992)
Proceedings of 10th National Conference on Artificial Intelligence
, pp. 223-228
-
-
Langley, P.1
Iba, W.2
Thompson, K.3
-
18
-
-
84864831627
-
Geography of differences between two classes of data
-
Li, J., and Wong, L., Geography of differences between two classes of data, in Proceedings 6th European Conference on Principles of Data Mining and Knowledge Discovery, pp. 325-337, 2002a .
-
(2002)
Proceedings 6th European Conference on Principles of Data Mining and Knowledge Discovery
, pp. 325-337
-
-
Li, J.1
Wong, L.2
-
19
-
-
35248901411
-
Solving the fragmentation problem of decision trees by discovering boundary emerging patterns
-
Li, J., and Wong, L., Solving the fragmentation problem of decision trees by discovering boundary emerging patterns, in Proceedings of IEEE International Conference on Data Mining, pp. 653-656, 2002b .
-
(2002)
Proceedings of IEEE International Conference on Data Mining
, pp. 653-656
-
-
Li, J.1
Wong, L.2
-
20
-
-
0036083435
-
Identifying good diagnostic genes or genes groups from gene expression data by using the concept of emerging patterns
-
Li, J., and Wong, L., Identifying good diagnostic genes or genes groups from gene expression data by using the concept of emerging patterns, Bioinformatics 18, 725-734 (2002c) .
-
(2002)
Bioinformatics
, vol.18
, pp. 725-734
-
-
Li, J.1
Wong, L.2
-
21
-
-
85043320453
-
Corrigendum: Identifying good diagnostic genes or genes groups from gene expression data by using the concept of emerging patterns
-
Li, J., and Wong, L., Corrigendum: Identifying good diagnostic genes or genes groups from gene expression data by using the concept of emerging patterns, Bioinformatics 18, 1407-1408 (2002d) .
-
(2002)
Bioinformatics
, vol.18
, pp. 1407-1408
-
-
Li, J.1
Wong, L.2
-
22
-
-
35248899494
-
Using rules to analyse bio-medical data: A comparison between C4.5 and PCL
-
Li, J., and Wong, L., Using rules to analyse bio-medical data: A comparison between C4.5 and PCL, in Proceedings of 4th International Conference on Web-Age Information Management, pages 254-265, 2003.
-
(2003)
Proceedings of 4th International Conference on Web-Age Information Management
, pp. 254-265
-
-
Li, J.1
Wong, L.2
-
23
-
-
0001321006
-
The space of jumping emerging patterns and its incremental maintenance algorithms
-
Li, J., Ramamohanarao, K., and Dong, G., The space of jumping emerging patterns and its incremental maintenance algorithms, in Proceedings of 17th International Conference on Machine Learning, pp. 551-558, 2000.
-
(2000)
Proceedings of 17th International Conference on Machine Learning
, pp. 551-558
-
-
Li, J.1
Ramamohanarao, K.2
Dong, G.3
-
24
-
-
0038021028
-
A comparative study on feature selection and classification methods using a large set of gene expression profiles
-
Li, J., Liu, H., and Wong, L., A comparative study on feature selection and classification methods using a large set of gene expression profiles, in Proceedings of 13th International Conference on Genome Informatics, pp. 51-60, 2002.
-
(2002)
Proceedings of 13th International Conference on Genome Informatics
, pp. 51-60
-
-
Li, J.1
Liu, H.2
Wong, L.3
-
25
-
-
0037245821
-
Simple rules underlying gene expression profiles of more than six subtypes of acute lymphoblastic leukemia (ALL) patients
-
Li, J., Liu, H., Downing, J. R., Yeoh, A. E.-J., and Wong, L., Simple rules underlying gene expression profiles of more than six subtypes of acute lymphoblastic leukemia (ALL) patients, Bioinformatics 19, 71-78 (2003).
-
(2003)
Bioinformatics
, vol.19
, pp. 71-78
-
-
Li, J.1
Liu, H.2
Downing, J.R.3
Yeoh, A.E.-J.4
Wong, L.5
-
26
-
-
0029503525
-
Chi2: Feature selection and discretization of numeric attributes
-
Liu, H., and Setiono, R., Chi2: Feature selection and discretization of numeric attributes, in Proceedings of IEEE 7th International Conference on Tools with Artificial Intelligence, pp. 338-391, 1995.
-
(1995)
Proceedings of IEEE 7th International Conference on Tools with Artificial Intelligence
, pp. 338-391
-
-
Liu, H.1
Setiono, R.2
-
27
-
-
10544256600
-
Expression monitoring by hybridization to high-density oligonucleotide arrays
-
Lockhart, D. J., Dong, H., Byrne, M. C, Follettie, M. T., Gallo, M. V., Chee, M. S., Mittmann, M., Wang, C, Kobayashi, M., Horton, H., and Brown, E. L., Expression monitoring by hybridization to high-density oligonucleotide arrays, Nature Biotechnology 14, 1675-1680 (1996).
-
(1996)
Nature Biotechnology
, vol.14
, pp. 1675-1680
-
-
Lockhart, D.J.1
Dong, H.2
Byrne, M.C.3
Follettie, M.T.4
Gallo, M.V.5
Chee, M.S.6
Mittmann, M.7
Wang, C.8
Kobayashi, M.9
Horton, H.10
Brown, E.L.11
-
28
-
-
0012949538
-
Optimal gene expression analysis by microarrays
-
Miller, L. D., Long, P. M., Wong, L., Mukherjee, S., McShane, L. M., and Liu, E. T., Optimal gene expression analysis by microarrays. Cancer Cell 2, 353-361 (2002).
-
(2002)
Cancer Cell
, vol.2
, pp. 353-361
-
-
Miller, L.D.1
Long, P.M.2
Wong, L.3
Mukherjee, S.4
McShane, L.M.5
Liu, E.T.6
-
30
-
-
0031963203
-
DNA chips: State-of-the art
-
Ramsay, G., DNA chips: State-of-the art, Nature Biotechnology 16, 40-44 (1998).
-
(1998)
Nature Biotechnology
, vol.16
, pp. 40-44
-
-
Ramsay, G.1
-
31
-
-
0029812283
-
A DNA microarray system for analyzing complex DNA Samples using two-color fluorescent probe hybridization
-
Shalon, D., Smith, S. J., and Brown, P. O., A DNA microarray system for analyzing complex DNA Samples using two-color fluorescent probe hybridization, Genome Research 6(7), 639-645 (1996).
-
(1996)
Genome Research
, vol.6
, Issue.7
, pp. 639-645
-
-
Shalon, D.1
Smith, S.J.2
Brown, P.O.3
-
32
-
-
0037270514
-
Towards reconstruction of gene networks from expression data by supervised learning
-
R6.1-9
-
Soinov, L. A., Krestyaninova, M. A., and Brazma, A., Towards reconstruction of gene networks from expression data by supervised learning, Genome Biology 4(1), R6.1-9 (2003).
-
(2003)
Genome Biology
, vol.4
, Issue.1
-
-
Soinov, L.A.1
Krestyaninova, M.A.2
Brazma, A.3
-
33
-
-
85043335766
-
-
Unpublished manuscript
-
Wang, L., Zhao, H., Dong, G., and Li, J., On the complexity of computing emerging patterns. Unpublished manuscript, 2003.
-
(2003)
On the complexity of computing emerging patterns
-
-
Wang, L.1
Zhao, H.2
Dong, G.3
Li, J.4
-
34
-
-
19044399684
-
Classification, subtype discovery, and prediction of outcome in pediatric acute lymphoblastic leukemia by gene expression profiling
-
Yeoh, A. E.-J., Ross, M. E., Shurtleff, S. A., William, W. K., Patel, D., Mahfouz, R., Behm, F. G., Raimondi, S. C, Reilling, M. V., Patel, A., Cheng, C, Campana, D., Wilkins, D., Zhou, X., Li, J., Liu, H., Pui, C.-H., Evans, W. E., Naeve, C, Wong, L., and Downing, J. R., Classification, subtype discovery, and prediction of outcome in pediatric acute lymphoblastic leukemia by gene expression profiling, Cancer Cell 1, 133-143 (2002).
-
(2002)
Cancer Cell
, vol.1
, pp. 133-143
-
-
Yeoh, A.E.-J.1
Ross, M.E.2
Shurtleff, S.A.3
William, W.K.4
Patel, D.5
Mahfouz, R.6
Behm, F.G.7
Raimondi, S.C.8
Reilling, M.V.9
Patel, A.10
Cheng, C.11
Campana, D.12
Wilkins, D.13
Zhou, X.14
Li, J.15
Liu, H.16
Pui, C.-H.17
Evans, W.E.18
Naeve, C.19
Wong, L.20
Downing, J.R.21
more..
-
35
-
-
0034593078
-
Exploring constraints to efficiently mine emerging patterns from large high-dimensional datasets
-
Zhang, X., Dong, G., and Ramamohanarao, K., Exploring constraints to efficiently mine emerging patterns from large high-dimensional datasets, in Proceedings of 6th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, pp. 310-314, 2000.
-
(2000)
Proceedings of 6th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining
, pp. 310-314
-
-
Zhang, X.1
Dong, G.2
Ramamohanarao, K.3
|