R. Agrawal et al. Mining association rules between sets of items in large databases. In Proc. of SIGMOD, pages 207-216, 1993.
M.-L. Antonie and O. R. Zaïane. Text document categorization by term association. In Proc. of ICDM, pages 19-26, 2002.
M.-L. Antonie et al. Learning to use a learned model: A two-stage approach to classification. In Proc. of ICDM, 2006.
R. Bayardo. Brute-force mining of high-confidence classification rules. In Proc. of SIGKDD, pages 123-126, 1997.
B. Bolstad et al. A comparison of normalization methods for high density oligonucleotide array data based on variance and bias. Bioinformatics, 19(2):185-193, 2003. (Pubitemid 36181903)
C. Borgelt. Carpenter software. http://fuzzy.cs.uni-magdeburg.de/ ~borgelt/software.html.
A. Corcoran et al. Impaired immunoglobulin gene rearrangement in mice lacking the il-7 receptor. Nature, 391(6670):904-907, 1998. (Pubitemid 28157669)
I. Desbaillets et al. Upregulation of interleukin 8 by oxygen-deprived cells in glioblastoma suggests a role in leukocyte activation, chemotaxis, and angiogenesis. J. Exp. Med, 186(8):1201-1212, 1997. (Pubitemid 27469015)
M. B. Eisen et al. Cluster analysis and display of genome-wide expression patterns. Proc Natl Acad Sci U S A, 95(25):14863-14868, 1998.
C. Frias et al. Telomere shortening is associated with poor prognosis and telomerase activity correlates with dna repair impairment in non-small cell lung cancer. Lung Cancer, 60(3):416-425, 2008.
T. Furukawa et al. Potential tumor suppressive pathway involving dusp6/mkp-3 in pancreatic cancer. Am J Pathol, 162(6):1807-1815, 2003.
B. Goethals and M. Zaki, editors. FIMI'03: Workshop on Frequent Itemset Mining Implementations, volume 90 of CEUR Workshop Proc. series, 2003.
T. R. Golub et al. Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. Science, 286:531-537, 1999.
I. Guyon et al. Gene selection for cancer classification using support vector machines. Machine Learning, 46:389-422, 2002. (Pubitemid 34129977)
M. Hibbs et al. Sustained activation of lyn tyrosine kinase in vivo leads to autoimmunity. J Exp Med., 196(12):1593-604, 2002. (Pubitemid 36026471)
J. Hukkanen et al. Metabolism and disposition kinetics of nicotine. Pharmacol Rev., 57(1):79-115, 2005. (Pubitemid 40283970)
R. Irizarry et al. Exploration, normalization, and summaries of high density oligonucleotide array probe level data. Biostatistics, 4(2):249-264, 2003.
J. Jaeger and R. Sengupta. Improved gene selection for classification of microarrays. In Pac Symp Biocomput, pages 53-64, 2003.
W. Li et al. CMAR: Accurate and efficient classification based on multiple class-association rules. In Proc. of ICDM, pages 369-376, 2001.
B. Liu et al. Integrating classification and association rule mining. In Proc. of SIGKDD, pages 80-86, 1998.
K. Maeda et al. Brain specific human genes, nell1 and nell2, are predominantly expressed in neuroblastoma and other embryonal neuroepithelial tumors. Neurol Med Chir (Tokyo), 41(12):582-588, 2001. (Pubitemid 34062381)
T. Matsunaga et al. Regulation of annexin ii by cytokine-initiated signaling pathways and e2a-hlf oncoprotein. Blood, 103(8):3185-3191, 2003.
S. Metkar et al. Cytotoxic cell granule-mediated apoptosis: perforin delivers granzyme b-serglycin complexes into target cells without plasma membrane pore formation. Immunity, 16(3):417-428, 2002. (Pubitemid 34260919)
H. Nishizumi et al. Impaired proliferation of peripheral b cells and indication of autoimmune disease in lyn-deficient mice. Immunity, 3(5):549-560, 1995.
F. Pan et al. Carpenter: finding closed patterns in long biological datasets. In KDD '03: Proc. of SIGKDD, pages 637-642, 2003.
J. Quackenbush. Microarray data normalization and transformation. Nat Genet., 32:496-501, 2002. (Pubitemid 35435152)
J. Rangel et al. Novel role for rgs1 in melanoma progression. Am J Surg Pathol, 32(8):1207-1212, 2008.
D. Shalon et al. A dna microarray system for analyzing complex dna samples using twocolor fluorescent probe hybridization. Genome Res., 6(7):639-645, 1996. (Pubitemid 26275868)
R. Sharan and R. Shamir. Click: A clustering algorithm with applications to gene expression analysis. In Proc. of 8th Intl. Conf. Intelligent Systems for Molecular Biology, pages 307-316, 2000.
A. Spira et al. Airway epithelial gene expression in the diagnostic evaluation of smokers with suspect lung cancer. Nat Med., 13(3):361-366, 2007. (Pubitemid 46376687)
P. Tamayo et al. Interpreting patterns of gene expression with self-organizing maps: Methods and application to hematopoietic differentiation. Proceedings of the National Academy of Sciences, USA, 96:2907-2912, 1999.
R. D. C. Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing, 2009.
C. Vitale et al. Engagement of p75/airm1 or cd33 inhibits the proliferation of normal or leukemic myeloid cells. Proc. Natl. Acad. Sci. U.S.A., 96(26):15091-15096, 1999.
