TY - JOUR AU - Kranzler, H. R. AU - Wilcox, M. AU - Weiss, R. D. AU - Brady, K. AU - Hesselbrock, V. AU - Rounsaville, B. AU - Farrer, L. AU - Gelernter, J. PY - 2008 DA - 2008// TI - The validity of cocaine dependence subtypes JO - Addict Behav VL - 33 UR - https://doi.org/10.1016/j.addbeh.2007.05.011 DO - 10.1016/j.addbeh.2007.05.011 ID - Kranzler2008 ER - TY - JOUR AU - Babor, T. F. AU - Caetano, R. PY - 2006 DA - 2006// TI - Subtypes of substance dependence and abuse: implications for diagnostic classification and empirical research JO - Addiction (Abingdon, England) VL - 101 UR - https://doi.org/10.1111/j.1360-0443.2006.01595.x DO - 10.1111/j.1360-0443.2006.01595.x ID - Babor2006 ER - TY - JOUR AU - McCarthy, M. I. AU - Abecasis, G. R. AU - Cardon, L. R. AU - Goldstein, D. B. AU - Little, J. AU - Ioannidis, J. P. A. AU - Hirschhorn, J. N. PY - 2008 DA - 2008// TI - Genome-wide association studies for complex traits: consensus, uncertainty and challenges JO - Nat Rev Genet VL - 9 UR - https://doi.org/10.1038/nrg2344 DO - 10.1038/nrg2344 ID - McCarthy2008 ER - TY - JOUR AU - Hodgkinson, C. A. AU - Yuan, Q. AU - Xu, K. AU - Shen, P. H. AU - Heinz, E. AU - Lobos, E. A. AU - Binder, E. B. AU - Cubells, J. AU - Ehlers, C. L. AU - Gelernter, J. AU - Mann, J. AU - Riley, B. AU - Roy, A. AU - Tabakoff, B. AU - Todd, R. D. AU - Zhou, Z. AU - Goldman, D. PY - 2008 DA - 2008// TI - Addictions biology: haplotype-based analysis for 130 candidate genes on a single array JO - Alcohol Alcohol VL - 43 UR - https://doi.org/10.1093/alcalc/agn032 DO - 10.1093/alcalc/agn032 ID - Hodgkinson2008 ER - TY - JOUR AU - Gelernter, J. AU - Panhuysen, C. AU - Wilcox, M. AU - Hesselbrock, V. AU - Rounsaville, B. AU - Poling, J. AU - Weiss, R. AU - Sonne, S. AU - Zhao, H. AU - Farrer, L. AU - Kranzler, H. R. PY - 2006 DA - 2006// TI - Genomewide linkage scan for opioid dependence and related traits JO - Am J Hum Genet VL - 78 UR - https://doi.org/10.1086/503631 DO - 10.1086/503631 ID - Gelernter2006 ER - TY - JOUR AU - Schwartz, B. AU - Wetzler, S. AU - Swanson, A. AU - Sung, S. C. PY - 2010 DA - 2010// TI - Subtyping of substance use disorders in a high-risk welfare-to-work sample: a latent class analysis JO - J Subst Abuse Treat VL - 38 UR - https://doi.org/10.1016/j.jsat.2010.03.001 DO - 10.1016/j.jsat.2010.03.001 ID - Schwartz2010 ER - TY - CHAP AU - Chen, P. AU - Hung, Y. S. AU - Fan, Y. AU - Wong, S. T. C. PY - 2012 DA - 2012// TI - An integrative bioinformatics approach for identifying subtypes and subtype-specific drivers in cancer BT - IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) PB - IEEE CY - New York UR - https://doi.org/10.1109/CIBCB.2012.6217227 DO - 10.1109/CIBCB.2012.6217227 ID - Chen2012 ER - TY - JOUR AU - Tay, S. T. AU - Leong, S. H. AU - Yu, K. AU - Aggarwal, A. AU - Tan, S. Y. AU - Lee, C. H. AU - Wong, K. AU - Visvanathan, J. AU - Lim, D. AU - Wong, W. K. AU - Soo, K. C. AU - Kon, O. L. AU - Tan, P. PY - 2003 DA - 2003// TI - A combined comparative genomic hybridization and expression microarray analysis of gastric cancer reveals novel molecular subtypes JO - Cancer Res VL - 63 ID - Tay2003 ER - TY - CHAP AU - Kumar, A. AU - Rai, P. AU - Daume, H. I. I. I. ED - Weinberger, K. Q. ED - Pereira, F. C. N. ED - Bartlett, P. ED - Zemel, R. S. ED - Shawe-Taylor, J. PY - 2011 DA - 2011// TI - Co-regularized multi-view spectral clustering BT - Advances in Neural Information Processing Systems 24 PB - MIT Press CY - Cambridge, MA ID - Kumar2011 ER - TY - CHAP AU - Chaudhuri, K. AU - Kakade, S. M. AU - Livescu, K. AU - Sridharan, K. PY - 2009 DA - 2009// TI - Multi-view clustering via canonical correlation analysis BT - Proceedings of the 26th International Conference on Machine Learning PB - ACM CY - New York ID - Chaudhuri2009 ER - TY - JOUR AU - Van Mechelen, I. AU - Bock, H. -. H. AU - De Boeck, P. PY - 2004 DA - 2004// TI - Two-mode clustering methods: a structured overview JO - Stat Methods Med Res VL - 13 UR - https://doi.org/10.1191/0962280204sm373ra DO - 10.1191/0962280204sm373ra ID - Van Mechelen2004 ER - TY - JOUR AU - Lee, M. AU - Shen, H. AU - Huang, J. Z. AU - Marron, J. S. PY - 2010 DA - 2010// TI - Biclustering via sparse singular value decomposition JO - Biometrics VL - 66 UR - https://doi.org/10.1111/j.1541-0420.2010.01392.x DO - 10.1111/j.1541-0420.2010.01392.x ID - Lee2010 ER - TY - CHAP AU - Kumar, A. AU - Daume, H. I. I. I. ED - Getoor, L. PY - 2011 DA - 2011// TI - A co-training approach for multi-view spectral clustering BT - Proceedings of the 28th International Conference on Machine Learning PB - ACM CY - Scheffer New York ID - Kumar2011 ER - TY - CHAP AU - Guan, Y. AU - Dy, J. AU - Jordan, M. I. PY - 2011 DA - 2011// TI - A unified probabilistic model for global and local unsupervised feature selection BT - Proceedings of the 28th International Conference on Machine Learning PB - ACM CY - New York ID - Guan2011 ER - TY - JOUR AU - Fawcett, T. PY - 2006 DA - 2006// TI - An introduction to ROC analysis JO - Pattern Recogn Lett VL - 27 UR - https://doi.org/10.1016/j.patrec.2005.10.010 DO - 10.1016/j.patrec.2005.10.010 ID - Fawcett2006 ER - TY - JOUR AU - Yuan, G. -. X. AU - Ho, C. -. H. AU - Lin, C. -. J. PY - 2012 DA - 2012// TI - An improved glmnet for l1-regularized logistic regression JO - J Mach Learn Res VL - 13 ID - Yuan2012 ER - TY - JOUR PY - 2012 DA - 2012// TI - An integrated map of genetic variation from 1,092 human genomes JO - Nature VL - 491 UR - https://doi.org/10.1038/nature11632 DO - 10.1038/nature11632 ID - ref17 ER - TY - BOOK AU - American Psychiatric, A. s. s. o. c. i. a. t. i. o. n. PY - 1994 DA - 1994// TI - Diagnostic and Statistical Manual of Mental Disorders: Fourth Edition (DSM-IV) PB - American Psychiatric Press Inc CY - Washington, DC ID - American Psychiatric1994 ER - TY - JOUR AU - Pierucci-Lagha, A. AU - Gelernter, J. AU - Chan, G. AU - Arias, A. AU - Cubells, J. F. AU - Farrer, L. AU - Kranzler, H. R. PY - 2007 DA - 2007// TI - Reliability of dsm-iv diagnostic criteria using the semi-structured assessment for drug dependence and alcoholism (ssadda) JO - Drug Alcohol Depend VL - 91 UR - https://doi.org/10.1016/j.drugalcdep.2007.04.014 DO - 10.1016/j.drugalcdep.2007.04.014 ID - Pierucci-Lagha2007 ER - TY - JOUR AU - Bi, J. AU - Gelernter, J. AU - Sun, J. AU - Kranzler, H. R. PY - 2013 DA - 2013// TI - Comparing the utility of homogeneous subtypes of cocaine use and related behaviors with DSM-IV cocaine dependence as traits for genetic association analysis JO - Am J Med Genet B VL - 2 ID - Bi2013 ER - TY - JOUR AU - Sun, J. AU - Bi, J. AU - Kranzler, H. R. PY - 2013 DA - 2013// TI - Multi-view co-modeling to improve subtyping and genetic association of complex diseases JO - IEEE J Biomed Health Inf VL - 18 ID - Sun2013 ER - TY - JOUR AU - Pritchard, J. K. AU - Stephens, M. AU - Donnelly, P. PY - 2000 DA - 2000// TI - Inference of population structure using multilocus genotype data JO - Genetics VL - 155 ID - Pritchard2000 ER - TY - JOUR AU - Chan, G. AU - Gelernter, J. AU - Oslin, D. AU - Farrer, L. AU - Kranzler, H. R. PY - 2011 DA - 2011// TI - Empirically derived subtypes of opioid use and related behaviors JO - Addiction VL - 106 UR - https://doi.org/10.1111/j.1360-0443.2011.03390.x DO - 10.1111/j.1360-0443.2011.03390.x ID - Chan2011 ER - TY - JOUR AU - Sun, J. AU - Bi, J. AU - Chan, G. AU - Anton, R. F. AU - Oslin, D. AU - Farrer, L. AU - Gelernter, J. AU - Kranzler, H. R. PY - 2012 DA - 2012// TI - Improved methods to identify stable, highly heritable subtypes of opioid use and related behaviors JO - Addict Behav VL - 37 UR - https://doi.org/10.1016/j.addbeh.2012.05.010 DO - 10.1016/j.addbeh.2012.05.010 ID - Sun2012 ER - TY - CHAP AU - Sun, J. AU - Bi, J. AU - Kranzler, H. R. PY - 2012 DA - 2012// TI - A multi-objective program for quantitative subtyping of clinically-relevant phenotypes BT - Proceedings of IEEE International Conference on Bioinformatics and Biomedicine (BIBM2012) PB - ACM CY - New York ID - Sun2012 ER -