{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,8]],"date-time":"2025-09-08T05:57:10Z","timestamp":1757311030136,"version":"3.28.0"},"reference-count":41,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016,12]]},"DOI":"10.1109\/bibm.2016.7822750","type":"proceedings-article","created":{"date-parts":[[2017,1,19]],"date-time":"2017-01-19T22:36:10Z","timestamp":1484865370000},"page":"1542-1548","source":"Crossref","is-referenced-by-count":14,"title":["Layerwise feature selection in Stacked Sparse Auto-Encoder for tumor type prediction"],"prefix":"10.1109","author":[{"given":"Vikas","family":"Singh","sequence":"first","affiliation":[]},{"given":"Nikhil","family":"Baranwal","sequence":"additional","affiliation":[]},{"given":"Rahul K.","family":"Sevakula","sequence":"additional","affiliation":[]},{"given":"Nishchal K.","family":"Verma","sequence":"additional","affiliation":[]},{"given":"Yan","family":"Cui","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","first-page":"601","article-title":"Feature selection for high-dimensional genomic micro array data","volume":"1","author":"xing","year":"2001","journal-title":"ICML"},{"key":"ref38","article-title":"The Nature of Statistical Learning","author":"vapnik","year":"1995","journal-title":"Springer-Verlag"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35380-2_36"},{"key":"ref32","article-title":"Nuclei-Based Features for Uterine Cervical Cancer Histology Image Analysis with Fusion based Classification","author":"guo","year":"2015","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-10-S7-A2"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000001433"},{"key":"ref37","first-page":"1063","article-title":"Analysis of a random forests model","volume":"13","author":"biau","year":"2012","journal-title":"Journal of Machine Learning Research"},{"key":"ref36","article-title":"Learning with Augmented Features for Heterogeneous Domain Adaptation","author":"duan","year":"2012","journal-title":"International Conference on Machine Learning"},{"key":"ref35","article-title":"Deep neural networks for transcriptome based cancer classification","author":"sevakula","year":"0","journal-title":"BMC Bioinformatics"},{"key":"ref34","article-title":"Cloud-Scale Genomic Signals Processing for Robust Large-Scale Cancer Genomic Microarray Data Analysis","author":"harvey","year":"2015","journal-title":"IEEE Journal of Biomedical and Health Informatics Early"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg102"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1142\/S0219720005001004"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg331"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1561\/2200000006"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889891"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btu277"},{"key":"ref15","article-title":"Using deep learning to enhance cancer diagnosis and classification","author":"fakoor","year":"2013","journal-title":"Proceedings of the International Conference on Machine Learning"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1155\/2010\/616358"},{"key":"ref17","first-page":"72","article-title":"Sparse autoencoder","author":"ng","year":"2011","journal-title":"Cs294a lecture notes"},{"key":"ref18","first-page":"9","article-title":"Stability of ranked gene lists in large micro array analysis studies","author":"stiglic","year":"2010","journal-title":"BioMed Research International Article ID 616358"},{"journal-title":"UFLDL Tutorial","year":"2016","author":"ng","key":"ref19"},{"key":"ref28","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1186\/1471-2105-7-1","article-title":"Gene selection and classification of micro array data using random forest","volume":"7","author":"uriarte","year":"2006","journal-title":"BMC Bioinformatics"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/27.23.4636"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2004.03.017"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/26.2.544"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/18.5.689"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/1961189.1961199"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btl639"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/17.12.1131"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/16.10.906"},{"key":"ref2","first-page":"183","article-title":"Global progress against cancer challenges and opportunities","volume":"10","author":"biemar","year":"2013","journal-title":"Cancer biology & medicine"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.97.1.262"},{"year":"0","key":"ref1"},{"key":"ref20","first-page":"1137","article-title":"Efficient learning of sparse representations with an energy-based model","author":"ranzato","year":"2006","journal-title":"Advances in neural information processing systems"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref21","first-page":"153","article-title":"Greedylayer-wise training of deep networks","volume":"19","author":"bengio","year":"2007","journal-title":"Advances in neural information processing systems"},{"article-title":"minFunc: unconstrained differentiable multivariate optimization in Matlab","year":"2005","author":"schmidt","key":"ref24"},{"key":"ref41","article-title":"Deep neural networks for transcriptome based cancer classification","author":"sevakula","year":"0","journal-title":"BMC Bioinformatics"},{"key":"ref23","first-page":"153","article-title":"Greedy layer-wise training of deep networks","volume":"19","author":"bengio","year":"2007","journal-title":"Advances in neural information processing systems"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btg210"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"}],"event":{"name":"2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","start":{"date-parts":[[2016,12,15]]},"location":"Shenzhen, China","end":{"date-parts":[[2016,12,18]]}},"container-title":["2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7811899\/7822470\/07822750.pdf?arnumber=7822750","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,17]],"date-time":"2019-09-17T15:53:31Z","timestamp":1568735611000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7822750\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/bibm.2016.7822750","relation":{},"subject":[],"published":{"date-parts":[[2016,12]]}}}