{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:04:45Z","timestamp":1730199885788,"version":"3.28.0"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,5]],"date-time":"2023-12-05T00:00:00Z","timestamp":1701734400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,5]],"date-time":"2023-12-05T00:00:00Z","timestamp":1701734400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,12,5]]},"DOI":"10.1109\/bibm58861.2023.10385473","type":"proceedings-article","created":{"date-parts":[[2024,1,18]],"date-time":"2024-01-18T13:27:43Z","timestamp":1705584463000},"page":"3012-3019","source":"Crossref","is-referenced-by-count":2,"title":["Sparse Linear Centroid-Encoder: A Biomarker Selection tool for High Dimensional Biological Data"],"prefix":"10.1109","author":[{"given":"Tomojit","family":"Ghosh","sequence":"first","affiliation":[{"name":"University of Tennessee,Department of Computer Science & Engineering,Chattanooga,USA"}]},{"given":"Karim","family":"Karimov","sequence":"additional","affiliation":[{"name":"Colorado State University,Department of Mathematics,Fort Collins,USA"}]},{"given":"Michael","family":"Kirby","sequence":"additional","affiliation":[{"name":"Colorado State University,Department of Mathematics,Fort Collins,USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1089\/cmb.2015.0189"},{"issue":"20","key":"ref2","first-page":"1","article-title":"Supervised dimensionality reduction and visualization using centroid-encoder","volume":"23","author":"Ghosh","year":"2022","journal-title":"Journal of Machine Learning Research"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"key":"ref4","first-page":"1","article-title":"Feature selection using lasso","volume":"30","author":"Fonti","year":"2017","journal-title":"VU Amsterdam Research Paper in Business Analytics"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICACA.2016.7887916"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1015330.1015364"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00503.x"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.2307\/1267352"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2015.02.003"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24446-9_4"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1004790"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"issue":"1","key":"ref13","doi-asserted-by":"crossref","first-page":"389","DOI":"10.1023\/A:1012487302797","article-title":"Gene selection for cancer classification using support vector machines","volume":"46","author":"Guyon","year":"2002","journal-title":"Machine learning"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2164-14-832"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1117\/12.2063812"},{"issue":"1","key":"ref16","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"Random forests","volume":"45","author":"Breiman","year":"2001","journal-title":"Machine learning"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.02.029"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s12918-016-0302-3"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280626"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8462261"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.09.040"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1162\/neco.2006.18.7.1527"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1126\/science.1127647"},{"key":"ref24","first-page":"444","article-title":"Concrete autoencoders: Differentiable feature selection and reconstruction","volume-title":"International conference on machine learning","author":"Bal\u0131n"},{"key":"ref25","first-page":"10648","article-title":"Feature selection using stochastic gates","volume-title":"International Conference on Machine Learning","author":"Yamada"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN54540.2023.10191985"},{"article-title":"Diet networks: thin parameters for fat genomics","year":"2016","author":"Romero","key":"ref27"},{"issue":"127","key":"ref28","first-page":"1","article-title":"Lassonet: A neural network with feature sparsity","volume":"22","author":"Lemhadri","year":"2021","journal-title":"Journal of Machine Learning Research"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"},{"key":"ref30","article-title":"Adam: A method for stochastic optimization","volume-title":"3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings","author":"Kingma","year":"2015"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2011.00783.x"}],"event":{"name":"2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","start":{"date-parts":[[2023,12,5]]},"location":"Istanbul, Turkiye","end":{"date-parts":[[2023,12,8]]}},"container-title":["2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10385250\/10385251\/10385473.pdf?arnumber=10385473","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,19]],"date-time":"2024-01-19T13:27:42Z","timestamp":1705670862000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10385473\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,5]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/bibm58861.2023.10385473","relation":{},"subject":[],"published":{"date-parts":[[2023,12,5]]}}}