{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T20:57:51Z","timestamp":1784667471479,"version":"3.55.0"},"reference-count":218,"publisher":"Informa UK Limited","issue":"1","license":[{"start":{"date-parts":[[2022,11,18]],"date-time":"2022-11-18T00:00:00Z","timestamp":1668729600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/doi.org\/10.1080\/policies-text-data-mining"}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Applied Artificial Intelligence"],"published-print":{"date-parts":[[2022,12,31]]},"DOI":"10.1080\/08839514.2022.2138124","type":"journal-article","created":{"date-parts":[[2022,11,18]],"date-time":"2022-11-18T03:56:05Z","timestamp":1668743765000},"update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":51,"title":["Systematic Review of Financial Distress Identification using Artificial Intelligence Methods"],"prefix":"10.1080","volume":"36","author":[{"given":"Dovil\u0117","family":"Kuizinien\u0117","sequence":"first","affiliation":[{"name":"Vytautas Magnus University","place":["Kaunas, Lithuania"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8509-420X","authenticated-orcid":false,"given":"Tomas","family":"Krilavi\u010dius","sequence":"additional","affiliation":[{"name":"Vytautas Magnus University","place":["Kaunas, Lithuania"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9990-1084","authenticated-orcid":false,"given":"Robertas","family":"Dama\u0161evi\u010dius","sequence":"additional","affiliation":[{"name":"Vytautas Magnus University","place":["Kaunas, Lithuania"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2809-2213","authenticated-orcid":false,"given":"Rytis","family":"Maskeli\u016bnas","sequence":"additional","affiliation":[{"name":"Vytautas Magnus University","place":["Kaunas, Lithuania"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2022,11,18]]},"reference":[{"key":"e_1_3_2_2_1","doi-asserted-by":"publisher","DOI":"10.1002\/iir.1353"},{"key":"e_1_3_2_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2019.02.018"},{"key":"e_1_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1108\/JABES-11-2020-0128"},{"key":"e_1_3_2_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-10167-2"},{"key":"e_1_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/IMITEC45504.2019.9015884"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-47578-3"},{"key":"e_1_3_2_8_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-016-2567-2"},{"key":"e_1_3_2_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.frl.2019.03.010"},{"key":"e_1_3_2_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/DSAA.2018.00040"},{"key":"e_1_3_2_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2015.11.016"},{"key":"e_1_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-89654-6_2"},{"key":"e_1_3_2_13_1","doi-asserted-by":"publisher","DOI":"10.3390\/math9080823"},{"key":"e_1_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3007291"},{"key":"e_1_3_2_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.10.040"},{"key":"e_1_3_2_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.intfin.2021.101455"},{"key":"e_1_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40821-021-00191-z"},{"key":"e_1_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3093461"},{"key":"e_1_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adiac.2021.100513"},{"key":"e_1_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1540-6261.1968.tb00843.x"},{"key":"e_1_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-018-0019-x"},{"key":"e_1_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.1108\/K-06-2018-0282"},{"key":"e_1_3_2_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3341105.3374084"},{"key":"e_1_3_2_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.06.043"},{"issue":"1","key":"e_1_3_2_25_1","first-page":"9","article-title":"Machine learning shrewd approach for an imbalanced dataset conversion samples","volume":"11","author":"Ashraf S.","year":"2020","unstructured":"Ashraf, S., and T. Ahmed. 2020. Machine learning shrewd approach for an imbalanced dataset conversion samples. Journal of Engineering and Technology 11 (1):9.","journal-title":"Journal of Engineering and Technology"},{"key":"e_1_3_2_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10490-020-09747-5"},{"key":"e_1_3_2_27_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-96305-7_43"},{"key":"e_1_3_2_28_1","doi-asserted-by":"publisher","DOI":"10.1108\/JBSED-05-2021-0063"},{"key":"e_1_3_2_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.01.005"},{"key":"e_1_3_2_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.seta.2019.06.009"},{"key":"e_1_3_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3230905.3230951"},{"key":"e_1_3_2_32_1","doi-asserted-by":"publisher","DOI":"10.1108\/IJLMA-04-2018-0078"},{"key":"e_1_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.04.006"},{"key":"e_1_3_2_34_1","doi-asserted-by":"publisher","DOI":"10.2307\/2490171"},{"key":"e_1_3_2_35_1","doi-asserted-by":"publisher","DOI":"10.1108\/JRF-01-2017-0003"},{"key":"e_1_3_2_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2017.02.005"},{"key":"e_1_3_2_37_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10614-021-10227-1"},{"key":"e_1_3_2_38_1","doi-asserted-by":"publisher","DOI":"10.1007\/s42786-020-00020-3"},{"key":"e_1_3_2_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2013.052213.00046"},{"key":"e_1_3_2_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.econmod.2020.05.012"},{"key":"e_1_3_2_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ribaf.2020.101344"},{"key":"e_1_3_2_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2017.11.077"},{"key":"e_1_3_2_43_1","doi-asserted-by":"publisher","DOI":"10.1177\/21582440211061333"},{"key":"e_1_3_2_44_1","doi-asserted-by":"publisher","DOI":"10.1108\/JIC-03-2017-0047"},{"key":"e_1_3_2_45_1","unstructured":"Chalapathy R. and S. Chawla. 2019. Deep learning for anomaly detection: a survey arXiv. :1901.03407 [cs stat]."},{"key":"e_1_3_2_46_1","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"e_1_3_2_47_1","doi-asserted-by":"publisher","DOI":"10.1145\/3374549.3374550"},{"key":"e_1_3_2_48_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11156-021-00995-0"},{"key":"e_1_3_2_49_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.113155"},{"key":"e_1_3_2_50_1","doi-asserted-by":"publisher","DOI":"10.3390\/math9202622"},{"key":"e_1_3_2_51_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-015-9434-x"},{"key":"e_1_3_2_52_1","doi-asserted-by":"publisher","DOI":"10.1080\/10659360600787700"},{"key":"e_1_3_2_53_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2019.03.003"},{"key":"e_1_3_2_54_1","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/1067350"},{"key":"e_1_3_2_55_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICAwST.2017.8256511"},{"key":"e_1_3_2_56_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.05.026"},{"key":"e_1_3_2_57_1","first-page":"ocn982650571","volume-title":"Deep learning with python","author":"Chollet F.","year":"2018","unstructured":"Chollet, F. 2018. Deep learning with python, ocn982650571. Shelter Island, New York: Manning Publications Co. OCLC."},{"key":"e_1_3_2_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2017.03.014"},{"key":"e_1_3_2_59_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2016.04.005"},{"key":"e_1_3_2_60_1","doi-asserted-by":"publisher","DOI":"10.1108\/SEF-01-2018-0013"},{"key":"e_1_3_2_61_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.econlet.2021.109888"},{"key":"e_1_3_2_62_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2022.01.032"},{"key":"e_1_3_2_63_1","doi-asserted-by":"publisher","DOI":"10.1177\/0148558X14560898"},{"key":"e_1_3_2_64_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-85254-2_26"},{"key":"e_1_3_2_65_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.01.016"},{"key":"e_1_3_2_66_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2018.01.003"},{"key":"e_1_3_2_67_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2021.113576"},{"key":"e_1_3_2_68_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-019-03283-2"},{"key":"e_1_3_2_69_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2020.06.020"},{"key":"e_1_3_2_70_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106758"},{"key":"e_1_3_2_71_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.frl.2019.101371"},{"key":"e_1_3_2_72_1","doi-asserted-by":"publisher","DOI":"10.3390\/su13126782"},{"key":"e_1_3_2_73_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSAI.2017.8248515"},{"key":"e_1_3_2_74_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13748-019-00197-9"},{"key":"e_1_3_2_75_1","doi-asserted-by":"publisher","DOI":"10.1108\/MF-07-2017-0244"},{"key":"e_1_3_2_76_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-98074-4"},{"key":"e_1_3_2_77_1","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.11192"},{"key":"e_1_3_2_78_1","doi-asserted-by":"publisher","DOI":"10.1108\/IJMF-12-2017-0283"},{"key":"e_1_3_2_79_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2021.07.061"},{"key":"e_1_3_2_80_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2018.07.004"},{"key":"e_1_3_2_81_1","doi-asserted-by":"publisher","DOI":"10.1109\/SISY47553.2019.9111557"},{"key":"e_1_3_2_82_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-017-3194-2"},{"key":"e_1_3_2_83_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12178-020-09600-8"},{"key":"e_1_3_2_84_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.irfa.2018.03.017"},{"key":"e_1_3_2_85_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:AIRE.0000045502.10941.a9"},{"key":"e_1_3_2_86_1","doi-asserted-by":"publisher","DOI":"10.3390\/jrfm13030060"},{"key":"e_1_3_2_87_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.09.039"},{"key":"e_1_3_2_88_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-019-04191-0"},{"key":"e_1_3_2_89_1","doi-asserted-by":"publisher","DOI":"10.1145\/3349341.3349504"},{"key":"e_1_3_2_90_1","doi-asserted-by":"publisher","DOI":"10.1108\/MD-08-2016-0546"},{"key":"e_1_3_2_91_1","doi-asserted-by":"publisher","DOI":"10.3233\/IDA-160034"},{"key":"e_1_3_2_92_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2019.105663"},{"key":"e_1_3_2_93_1","doi-asserted-by":"publisher","DOI":"10.1108\/JEAS-05-2018-0063"},{"key":"e_1_3_2_94_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2021.120658"},{"key":"e_1_3_2_95_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2021.06.011"},{"key":"e_1_3_2_96_1","doi-asserted-by":"publisher","DOI":"10.1177\/0022242920936205"},{"key":"e_1_3_2_97_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11142-017-9407-1"},{"key":"e_1_3_2_98_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCONS.2018.8663128"},{"key":"e_1_3_2_99_1","doi-asserted-by":"publisher","DOI":"10.1002\/jcaf.22417"},{"key":"e_1_3_2_100_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10997-022-09630-z"},{"key":"e_1_3_2_101_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICICT50816.2021.9358587"},{"key":"e_1_3_2_102_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.irfa.2019.101379"},{"key":"e_1_3_2_103_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10614-021-10126-5"},{"key":"e_1_3_2_104_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-017-1011-3"},{"key":"e_1_3_2_105_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jik.2021.01.001"},{"key":"e_1_3_2_106_1","first-page":"25","article-title":"Handling imbalanced datasets: A review","volume":"30","author":"Kotsiantis S.","year":"2005","unstructured":"Kotsiantis, S., D. Kanellopoulos, and P. Pintelas. 2005. Handling imbalanced datasets: A review. GESTS International Transactions on Computer Science and Engineering 30:25\u201336.","journal-title":"GESTS International Transactions on Computer Science and Engineering"},{"key":"e_1_3_2_107_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2020.113429"},{"key":"e_1_3_2_108_1","doi-asserted-by":"publisher","DOI":"10.1108\/MAJ-12-2017-1734"},{"key":"e_1_3_2_109_1","first-page":"1","volume-title":"Logit and Artificial Neural Network. In 2019 7th International Conference on Information and Communication Technology (ICoICT)","author":"Kristianto H.","year":"2019","unstructured":"Kristianto, H., and B. Rikumahu. (2019). A cross model telco industry financial distress prediction in Indonesia: multiple discriminant analysis, Logit and Artificial Neural Network. In 2019 7th International Conference on Information and Communication Technology (ICoICT), Kuala Lumpur, Malaysia, pp. 1\u20135."},{"key":"e_1_3_2_110_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIT.2016.057"},{"issue":"11","key":"e_1_3_2_111_1","first-page":"9","article-title":"Lifting the curse of dimensionality","volume":"52","author":"Kuo F. Y.","year":"2005","unstructured":"Kuo, F. Y., and I. H. Sloan. 2005. Lifting the curse of dimensionality. Notices of the AMS 52 (11):9.","journal-title":"Notices of the AMS"},{"key":"e_1_3_2_112_1","doi-asserted-by":"publisher","DOI":"10.1049\/cmu2.12268"},{"key":"e_1_3_2_113_1","doi-asserted-by":"publisher","DOI":"10.3390\/sym10070250"},{"key":"e_1_3_2_114_1","doi-asserted-by":"publisher","DOI":"10.3390\/sym10040079"},{"key":"e_1_3_2_115_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2019.04.060"},{"key":"e_1_3_2_116_1","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-019-0197-5"},{"key":"e_1_3_2_117_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-017-1061-1"},{"key":"e_1_3_2_118_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.iref.2019.02.016"},{"key":"e_1_3_2_119_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-017-1059-8"},{"key":"e_1_3_2_120_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.irfa.2021.101776"},{"key":"e_1_3_2_121_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102673"},{"key":"e_1_3_2_122_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adiac.2018.08.001"},{"key":"e_1_3_2_123_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-016-2253-4"},{"key":"e_1_3_2_124_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.05.008"},{"key":"e_1_3_2_125_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.iref.2020.09.021"},{"key":"e_1_3_2_126_1","doi-asserted-by":"publisher","DOI":"10.3390\/app9204396"},{"key":"e_1_3_2_127_1","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2019.1911447"},{"key":"e_1_3_2_128_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMC.2014.7231768"},{"key":"e_1_3_2_129_1","doi-asserted-by":"publisher","DOI":"10.1108\/RIBS-03-2017-0020"},{"key":"e_1_3_2_130_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2018.10.024"},{"key":"e_1_3_2_131_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11301-021-00216-x"},{"key":"e_1_3_2_132_1","doi-asserted-by":"publisher","DOI":"10.1108\/CG-09-2015-0122"},{"key":"e_1_3_2_133_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btz661"},{"key":"e_1_3_2_134_1","first-page":"52","article-title":"Bankruptcy prediction applying multivariate techniques","volume":"12","author":"Mokri\u0161ov\u00e1 M.","year":"2020","unstructured":"Mokri\u0161ov\u00e1, M., and J. Horv\u00e1thov\u00e1. 2020. Bankruptcy prediction applying multivariate techniques. Scientific Journal of the Faculty of Management of University of Presov in Presov 12: 52\u201369 .","journal-title":"Scientific Journal of the Faculty of Management of University of Presov in Presov"},{"key":"e_1_3_2_135_1","doi-asserted-by":"publisher","DOI":"10.1145\/1389095.1389337"},{"key":"e_1_3_2_136_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113438"},{"key":"e_1_3_2_137_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.irfa.2017.02.004"},{"key":"e_1_3_2_138_1","doi-asserted-by":"publisher","DOI":"10.1108\/BIJ-03-2017-0052"},{"key":"e_1_3_2_139_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.seps.2018.08.004"},{"key":"e_1_3_2_140_1","doi-asserted-by":"publisher","DOI":"10.3390\/admsci9030055"},{"key":"e_1_3_2_141_1","doi-asserted-by":"publisher","DOI":"10.1108\/MF-09-2015-0257"},{"key":"e_1_3_2_142_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-019-03223-0"},{"key":"e_1_3_2_143_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.techfore.2017.05.034"},{"key":"e_1_3_2_144_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adiac.2018.02.002"},{"key":"e_1_3_2_145_1","doi-asserted-by":"publisher","DOI":"10.1108\/MF-03-2016-0084"},{"key":"e_1_3_2_146_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1003583"},{"key":"e_1_3_2_147_1","doi-asserted-by":"publisher","DOI":"10.3390\/risks9090159"},{"key":"e_1_3_2_148_1","doi-asserted-by":"publisher","DOI":"10.3390\/math9161886"},{"key":"e_1_3_2_149_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.114758"},{"key":"e_1_3_2_150_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-005-0022-x"},{"key":"e_1_3_2_151_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecosys.2018.05.002"},{"key":"e_1_3_2_152_1","doi-asserted-by":"publisher","DOI":"10.21307\/stattrans-2021-010"},{"key":"e_1_3_2_153_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSSSM.2019.8887824"},{"key":"e_1_3_2_154_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.116202"},{"key":"e_1_3_2_155_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICIEA49774.2020.9101948"},{"key":"e_1_3_2_156_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-28650-9_4"},{"key":"e_1_3_2_157_1","doi-asserted-by":"publisher","DOI":"10.1111\/ijcp.14016"},{"key":"e_1_3_2_158_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11142-021-09608-6"},{"key":"e_1_3_2_159_1","doi-asserted-by":"publisher","DOI":"10.1145\/3467707.3467754"},{"key":"e_1_3_2_160_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbankfin.2014.11.013"},{"issue":"3","key":"e_1_3_2_161_1","first-page":"481","article-title":"Credit risk determinants: A systematic review for islamic and conventional banks","volume":"9","author":"Rosli N. F.","year":"2019","unstructured":"Rosli, N. F., A. Abdul-Rahman, and S. I. M. Amin. 2019. Credit risk determinants: A systematic review for islamic and conventional banks. International Journal of Business and Management Science 9 (3):481\u2013505.","journal-title":"International Journal of Business and Management Science"},{"key":"e_1_3_2_162_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-019-09789-2"},{"key":"e_1_3_2_163_1","doi-asserted-by":"publisher","DOI":"10.1108\/IJLMA-05-2015-0023"},{"key":"e_1_3_2_164_1","doi-asserted-by":"publisher","DOI":"10.1108\/IJLMA-06-2015-0028"},{"key":"e_1_3_2_165_1","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-021-00592-x"},{"key":"e_1_3_2_166_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.brq.2016.03.003"},{"key":"e_1_3_2_167_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10479-021-04183-0"},{"key":"e_1_3_2_168_1","doi-asserted-by":"publisher","DOI":"10.1108\/JIC-06-2019-0143"},{"key":"e_1_3_2_169_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2019.105365"},{"key":"e_1_3_2_170_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2019.e02997"},{"key":"e_1_3_2_171_1","doi-asserted-by":"publisher","DOI":"10.15676\/ijeei.2018.10.3.2"},{"key":"e_1_3_2_172_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10614-020-10078-2"},{"key":"e_1_3_2_173_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10796-020-10031-6"},{"key":"e_1_3_2_174_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2019.07.033"},{"key":"e_1_3_2_175_1","doi-asserted-by":"publisher","DOI":"10.1080\/08839514.2019.1691849"},{"key":"e_1_3_2_176_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2020.12.027"},{"key":"e_1_3_2_177_1","doi-asserted-by":"publisher","DOI":"10.3390\/jrfm14050220"},{"key":"e_1_3_2_178_1","doi-asserted-by":"publisher","DOI":"10.1108\/RAF-04-2018-0077"},{"key":"e_1_3_2_179_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2016.12.019"},{"key":"e_1_3_2_180_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2021.01.059"},{"key":"e_1_3_2_181_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.07.006"},{"key":"e_1_3_2_182_1","doi-asserted-by":"publisher","DOI":"10.1108\/MRR-03-2018-0105"},{"key":"e_1_3_2_183_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2017.07.004"},{"key":"e_1_3_2_184_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2021.03.018"},{"key":"e_1_3_2_185_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2016.06.069"},{"key":"e_1_3_2_186_1","doi-asserted-by":"publisher","DOI":"10.1108\/CG-03-2016-0067"},{"key":"e_1_3_2_187_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICICT50816.2021.9358744"},{"key":"e_1_3_2_188_1","first-page":"66","article-title":"Dimensionality reduction: a comparative review","volume":"10","author":"van der Maaten L.","year":"2007","unstructured":"van der Maaten, L., E. Postma, and H. Herik. 2007. Dimensionality reduction: a comparative review. Journal of Machine Learning Research - JMLR 10: 66\u201371 .","journal-title":"Journal of Machine Learning Research - JMLR"},{"key":"e_1_3_2_189_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-019-05855-6"},{"key":"e_1_3_2_190_1","doi-asserted-by":"publisher","DOI":"10.1108\/EBR-12-2018-0209"},{"key":"e_1_3_2_191_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2018.06.011"},{"key":"e_1_3_2_192_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2021.09.006"},{"key":"e_1_3_2_193_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPC2T48082.2020.9071460"},{"key":"e_1_3_2_194_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2017.04.008"},{"key":"e_1_3_2_195_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICTEmSys.2017.7958771"},{"key":"e_1_3_2_196_1","doi-asserted-by":"publisher","DOI":"10.1201\/9781584889953"},{"key":"e_1_3_2_197_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2932769"},{"key":"e_1_3_2_198_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.elerap.2018.03.004"},{"key":"e_1_3_2_199_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2017.05.003"},{"key":"e_1_3_2_200_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-017-3220-4"},{"key":"e_1_3_2_201_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106152"},{"key":"e_1_3_2_202_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cam.2017.04.036"},{"key":"e_1_3_2_203_1","first-page":"27","volume-title":"Proceedings of the 7th Australasian Data Mining Conference-Volume 87","author":"Weng C. G.","year":"2008","unstructured":"Weng, C. G., and J. Poon. (2008). A new evaluation measure for imbalanced datasets. In Proceedings of the 7th Australasian Data Mining Conference-Volume 87 Adelaide, Australia, pp. 27\u201332."},{"key":"e_1_3_2_204_1","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/3085247"},{"key":"e_1_3_2_205_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.02.100"},{"key":"e_1_3_2_206_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMTMA50254.2020.00139"},{"key":"e_1_3_2_207_1","doi-asserted-by":"publisher","DOI":"10.1108\/JES-01-2019-0030"},{"key":"e_1_3_2_208_1","doi-asserted-by":"publisher","DOI":"10.1145\/3480001.3480008"},{"key":"e_1_3_2_209_1","volume-title":"Multi-label dimensionality reduction","author":"Ye J.","year":"2013","unstructured":"Ye, J., S. Ji, and L. Sun. 2013. Multi-label dimensionality reduction. London, United Kingdom: CRC Press LLC."},{"key":"e_1_3_2_210_1","doi-asserted-by":"publisher","DOI":"10.1109\/CBI49978.2020.10071"},{"key":"e_1_3_2_211_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.07.025"},{"key":"e_1_3_2_212_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115559"},{"key":"e_1_3_2_213_1","doi-asserted-by":"publisher","DOI":"10.4108\/trans.sis.2013.01-03.e2"},{"key":"e_1_3_2_214_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.10.038"},{"key":"e_1_3_2_215_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-021-10674-9"},{"key":"e_1_3_2_216_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.econmod.2021.105709"},{"key":"e_1_3_2_217_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2012.12.007"},{"key":"e_1_3_2_218_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2006.17"},{"key":"e_1_3_2_219_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.econmod.2019.04.003"}],"container-title":["Applied Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/08839514.2022.2138124","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.tandfonline.com\/doi\/full-xml\/10.1080\/08839514.2022.2138124","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/08839514.2022.2138124","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T15:15:10Z","timestamp":1783091710000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/08839514.2022.2138124"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,18]]},"references-count":218,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2022,12,31]]}},"alternative-id":["10.1080\/08839514.2022.2138124"],"URL":"https:\/\/doi.org\/10.1080\/08839514.2022.2138124","relation":{},"ISSN":["0883-9514","1087-6545"],"issn-type":[{"value":"0883-9514","type":"print"},{"value":"1087-6545","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,11,18]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uaai20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=uaai20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2022-05-23","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-07-05","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-10-13","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-11-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2138124"}}