{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T22:40:03Z","timestamp":1744065603673,"version":"3.40.3"},"reference-count":49,"publisher":"Tsinghua University Press","issue":"3","funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62372375"],"award-info":[{"award-number":["62372375"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Big Data Min. Anal."],"published-print":{"date-parts":[[2025,6]]},"DOI":"10.26599\/bdma.2024.9020094","type":"journal-article","created":{"date-parts":[[2025,4,4]],"date-time":"2025-04-04T21:07:31Z","timestamp":1743800851000},"page":"678-693","source":"Crossref","is-referenced-by-count":0,"title":["Predicting the Imbalanced Impact of Drugs on Microbial Abundance Using Multi-View Learning and Data Augmentation"],"prefix":"10.26599","volume":"8","author":[{"given":"Bei","family":"Zhu","sequence":"first","affiliation":[{"name":"School of Life Sciences, Northwestern Polytechnical University,Xi'an,China,710072"}]},{"given":"Haoyang","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Life Sciences, Northwestern Polytechnical University,Xi'an,China,710072"}]},{"given":"Bingxue","family":"Du","sequence":"additional","affiliation":[{"name":"School of Life Sciences, Northwestern Polytechnical University,Xi'an,China,710072"}]},{"given":"Hui","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Computer Science, Northwestern Polytechnical University,Xi'an,China,710129"}]},{"given":"Jianyu","family":"Shi","sequence":"additional","affiliation":[{"name":"School of Life Sciences, Northwestern Polytechnical University,Xi'an,China,710072"}]}],"member":"11138","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1053\/j.gastro.2015.06.043"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s13238-018-0546-3"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmet.2019.11.006"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-19999-4"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1803294115"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab133"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btab792"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3389\/fmicb.2022.846915"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/pharmaceutics13071026"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-39264-0"},{"journal-title":"Semi-supervised classification with graph convolutional networks","year":"2017","author":"Kipf","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.fss.2007.12.023"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2019.2929166"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33013558"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3182052"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.12732\/ijpam.v98i3.2"},{"volume-title":"RDKit: Open-Source Cheminformatics","year":"2024","author":"Landrum","key":"ref19"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-2836(05)80360-2"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/0022-2836(81)90087-5"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s10618-018-0564-z"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3178914"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-73003-5_196"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1002\/wics.101"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkaa924"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkab1112"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkx1037"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkac956"},{"key":"ref30","first-page":"721","article-title":"PyTorch: An imperative style, high-performance deep learning library","volume-title":"Proc. 33rd Int. Conf. Neural Information Processing Systems","author":"Paszke"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1137\/07070111X"},{"key":"ref32","first-page":"6639","article-title":"CatBoost: Unbiased boosting with categorical features","volume-title":"Proc. 32nd Int. Conf. Neural Information Processing Systems","author":"Prokhorenkova"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-020-00349-y"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93417-4_38"},{"key":"ref35","first-page":"20369","article-title":"TAM: Topology-aware margin loss for class-imbalanced node classification","volume-title":"Proc. 39th Int. Conf. Machine Learning","author":"Song"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbad215"},{"key":"ref37","first-page":"281","article-title":"Some methods for classification and analysis of multivariate observations","volume-title":"Proc. 5th Berkeley Symp. Mathematical Statistics and Probability","author":"Mac Queen"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1037\/1082-989X.9.3.386"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2003.1211462"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1214\/ss\/1177013437"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/jbm4.10447"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1126\/science.adh7954"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1136\/gutjnl-2019-320204"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1128\/JB.185.2.683-687.2003"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkac871"},{"volume-title":"Medical Microbiology","year":"1996","author":"Hale","key":"ref46"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1128\/mr.55.2.206-224.1991"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/28.1.27"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkv1075"}],"container-title":["Big Data Mining and Analytics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8254253\/10949806\/10949838.pdf?arnumber=10949838","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,7]],"date-time":"2025-04-07T22:20:11Z","timestamp":1744064411000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10949838\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6]]},"references-count":49,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.26599\/bdma.2024.9020094","relation":{},"ISSN":["2096-0654","2097-406X"],"issn-type":[{"type":"print","value":"2096-0654"},{"type":"electronic","value":"2097-406X"}],"subject":[],"published":{"date-parts":[[2025,6]]}}}