| Learning belief networks from data: An information theory based approach J Cheng, DA Bell, W Liu Proceedings of the sixth international conference on Information and …, 1997 | 1457 | 1997 |
| The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models L Shi, G Campbell, WD Jones, F Campagne, Z Wen, SJ Walker, Z Su, ... Nature biotechnology 28 (8), 827-838, 2010 | 754 | 2010 |
| Comparing Bayesian network classifiers J Cheng, R Greiner arXiv preprint arXiv:1301.6684, 2013 | 702 | 2013 |
| Learning bayesian belief network classifiers: Algorithms and system J Cheng, R Greiner Advances in Artificial Intelligence: 14th Biennial Conference of the …, 2001 | 455 | 2001 |
| Comparison of RNA-seq and microarray-based models for clinical endpoint prediction W Zhang, Y Yu, F Hertwig, J Thierry-Mieg, W Zhang, D Thierry-Mieg, ... Genome biology 16, 1-12, 2015 | 415 | 2015 |
| An algorithm for Bayesian network construction from data J Cheng, DA Bell, W Liu Sixth International Workshop on Artificial Intelligence and Statistics, 83-90, 1997 | 353 | 1997 |
| Learning Bayesian networks from data: An efficient approach based on information theory J Cheng, D Bell, W Liu On World Wide Web at http://www. cs. ualberta. ca/~ jcheng/bnpc. htm, 1998 | 320 | 1998 |
| KDD Cup 2001 report J Cheng, C Hatzis, H Hayashi, MA Krogel, S Morishita, D Page, J Sese ACM SIGKDD Explorations Newsletter 3 (2), 47-64, 2002 | 170 | 2002 |
| Systematic evaluation of connectivity map for disease indications J Cheng, L Yang, V Kumar, P Agarwal Genome medicine 6, 1-8, 2014 | 131 | 2014 |
| Evaluation of analytical methods for connectivity map data J Cheng, Q Xie, V Kumar, M Hurle, JM Freudenberg, L Yang, P Agarwal Biocomputing 2013, 5-16, 2013 | 62 | 2013 |
| The MAQC-II Project: A comprehensive study of common practices for the development and validation of microarray-based predictive models. L Shi, G Campbell, W Jones, F Campagne, Z Wen, S Walker, Z Su, T Chu, ... Nature biotechnology 28 (8), 827-838, 2010 | 50 | 2010 |
| Mining optimal actions for profitable CRM CX Ling, T Chen, Q Yang, J Cheng 2002 IEEE International Conference on Data Mining, 2002. Proceedings., 767-770, 2002 | 50 | 2002 |
| Genome-wide DNA copy number predictors of lapatinib sensitivity in tumor-derived cell lines J Greshock, J Cheng, D Rusnak, AM Martin, R Wooster, T Gilmer, K Lee, ... Molecular Cancer Therapeutics 7 (4), 935-943, 2008 | 25 | 2008 |
| Comparing gene expression similarity metrics for connectivity map J Cheng, L Yang 2013 IEEE International Conference on Bioinformatics and Biomedicine, 165-170, 2013 | 20 | 2013 |
| A proposed modification to Hy's law and Edish criteria in oncology clinical trials using aggregated historical data D Parks, X Lin, JL Painter, J Cheng, CM Hunt, CF Spraggs, JJ Nelson, ... Pharmacoepidemiology and drug safety 22 (6), 571-578, 2013 | 18 | 2013 |
| Validation of multivariate outlier detection analyses used to identify potential drug-induced liver injury in clinical trial populations X Lin, D Parks, J Painter, CM Hunt, HA Stirnadel-Farrant, J Cheng, ... Drug safety 35, 865-875, 2012 | 16 | 2012 |
| Pac Symp Biocomput J Cheng, Q Xie, V Kumar, M Hurle, JM Freudenberg, L Yang, ... World Scientific, 2013 | 12 | 2013 |
| 5.10—Land-surface emissivity J Cheng, S Liang Comprehensive Remote Sensing; Liang, S., Ed.; Elsevier: Oxford, UK, 217-263, 2018 | 11 | 2018 |
| Good practice guidelines for biomarker discovery from array data: a case study for breast cancer prognosis J Cheng, J Greshock, L Shi, S Zheng, A Menius, K Lee BMC Systems Biology 7, 1-7, 2013 | 9 | 2013 |
| Surface downward longwave radiation J Cheng, S Liang, W Wang Comprehensive Remote Sensing. Volume 5: Earth’s Energy Budget, 2018 | 8 | 2018 |
