{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:08:31Z","timestamp":1750306111609,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":28,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,5,14]],"date-time":"2017-05-14T00:00:00Z","timestamp":1494720000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,5,14]]},"DOI":"10.1145\/3093293.3093300","type":"proceedings-article","created":{"date-parts":[[2017,6,28]],"date-time":"2017-06-28T12:30:41Z","timestamp":1498653041000},"page":"64-69","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Improved Random Forest Algorithm to Classify Methicillin-Resistant and Methicillin-Susceptible Staphylococcus Aureus on Mass Spectra"],"prefix":"10.1145","author":[{"given":"Y. L.","family":"Dai","sequence":"first","affiliation":[{"name":"College of Computer and Information Science, Southwest University, Chongqing, China"}]},{"given":"Z. C.","family":"Fan","sequence":"additional","affiliation":[{"name":"College of Computer and Information Science, Southwest University, Chongqing, China"}]},{"given":"L. P.","family":"Zhang","sequence":"additional","affiliation":[{"name":"The First Affiliated Hospital of Chongqing Medical University, Chongqing, China"}]},{"given":"X. Y.","family":"Xu","sequence":"additional","affiliation":[{"name":"The First Affiliated Hospital of Chongqing Medical University, Chongqing, China"}]},{"given":"Z. L.","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Computer and Information Science, Southwest University, Chongqing, China, School of Information Technology, Dakin University, Geelong, Australia"}]}],"member":"320","published-online":{"date-parts":[[2017,5,14]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"crossref","unstructured":"Aebersold R. Mann M. 2003. Mass spectrometry-based proteomics {J}. Nature 422(6928): 198--207. Aebersold R. Mann M. 2003. Mass spectrometry-based proteomics {J}. Nature 422(6928): 198--207.","DOI":"10.1038\/nature01511"},{"issue":"1","key":"e_1_3_2_1_2_1","first-page":"67","article-title":"Identification of bacteria using mass spectrometry techniques{J}","volume":"353","author":"Sn\u00fd L","year":"2013","unstructured":"Sn\u00fd , L , Hynek , R. , Hochel I . Identification of bacteria using mass spectrometry techniques{J} . International Journal of Mass Spectrometry , 2013 , 353 ( 1 ): 67 -- 79 . Sn\u00fd, L, Hynek, R., Hochel I. Identification of bacteria using mass spectrometry techniques{J}. International Journal of Mass Spectrometry, 2013, 353(1):67--79.","journal-title":"International Journal of Mass Spectrometry"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"E. N. Ilina A. D. Borovskaya M. M. Malakhova V. A. Vereshchagin A. A. Kubanova A. N. Kruglov T. S. Svistunova A. O. Gazarian T. Maier M. Kostrzewa V. M. Govorun J. Mol.Diagn. 11(2009) 75--86. E. N. Ilina A. D. Borovskaya M. M. Malakhova V. A. Vereshchagin A. A. Kubanova A. N. Kruglov T. S. Svistunova A. O. Gazarian T. Maier M. Kostrzewa V. M. Govorun J. Mol.Diagn. 11(2009) 75--86.","DOI":"10.2353\/jmoldx.2009.080079"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"crossref","unstructured":"L.G.Stevenson S.K.Drake P.R.Murray J.Clin.Microbiol.48(2010)444--447. L.G.Stevenson S.K.Drake P.R.Murray J.Clin.Microbiol.48(2010)444--447.","DOI":"10.1128\/JCM.01541-09"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1002\/mas.20108"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jchromb.2008.07.004"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(02)07746-2"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/pmic.200300522"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijantimicag.2014.05.006"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bti370"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"crossref","first-page":"296","DOI":"10.1186\/1471-2105-10-S12-S9","article-title":"A scale space approach for unsupervised feature selection in mass spectra classification for ovarian cancer detection{J}","volume":"10","author":"Ceccarelli M","year":"2009","unstructured":"Ceccarelli M , D'Acierno A , Facchiano A . A scale space approach for unsupervised feature selection in mass spectra classification for ovarian cancer detection{J} . Bmc Bioinformatics , 2009 , 10 Suppl 12(Suppl 12 ): 296 -- 300 . Ceccarelli M, D'Acierno A, Facchiano A. A scale space approach for unsupervised feature selection in mass spectra classification for ovarian cancer detection{J}. Bmc Bioinformatics, 2009, 10 Suppl 12(Suppl 12):296--300.","journal-title":"Bmc Bioinformatics"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1128\/JCM.02428-15"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1002\/pmic.200300519"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/bth098"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1002\/pmic.200300521"},{"issue":"5","key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1155\/S1110724303210032","article-title":"Diagnosis of Ovarian Cancer Using Decision Tree Classification of Mass Spectral Data.{J}","volume":"2003","author":"Vlahou A","year":"2003","unstructured":"Vlahou A , Schorge J O , Gregory B W , Diagnosis of Ovarian Cancer Using Decision Tree Classification of Mass Spectral Data.{J} . Biomed Research International , 2003 , 2003 ( 5 ): 308 -- 314 . Vlahou A, Schorge J O, Gregory B W, et al. Diagnosis of Ovarian Cancer Using Decision Tree Classification of Mass Spectral Data.{J}. Biomed Research International, 2003, 2003(5):308--314.","journal-title":"Biomed Research International"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1196\/annals.1310.015"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.2202\/1544-6115.1349"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btq036"},{"key":"e_1_3_2_1_20_1","volume-title":"Finland M. Methicillin-resistant Staphylococcus aureus at Boston City Hospital: bacteriologic and epidemiologic observations. N Engl J Med","author":"Barrett FF","year":"1968","unstructured":"Barrett FF , McGehee RF Jr , Finland M. Methicillin-resistant Staphylococcus aureus at Boston City Hospital: bacteriologic and epidemiologic observations. N Engl J Med , 1968 ; 279, 441--8. Barrett FF, McGehee RF Jr, Finland M. Methicillin-resistant Staphylococcus aureus at Boston City Hospital: bacteriologic and epidemiologic observations. N Engl J Med, 1968; 279, 441--8."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.mimet.2015.08.002"},{"issue":"6","key":"e_1_3_2_1_22_1","first-page":"430","article-title":"Characterization of Staphylococcus aureus isolated from clinical specimens by matrix assisted laser desorption\/ionization time-of-flight mass spectrometry.{J}. Biomedical &amp;","volume":"26","author":"Wang Y R","year":"2013","unstructured":"Wang Y R , Chen Q , Cui S H , Characterization of Staphylococcus aureus isolated from clinical specimens by matrix assisted laser desorption\/ionization time-of-flight mass spectrometry.{J}. Biomedical &amp; Environmental Sciences , 2013 , 26 ( 6 ): 430 -- 436 . Wang Y R, Chen Q, Cui S H, et al. Characterization of Staphylococcus aureus isolated from clinical specimens by matrix assisted laser desorption\/ionization time-of-flight mass spectrometry.{J}. Biomedical &amp; Environmental Sciences, 2013, 26(6):430--436.","journal-title":"Environmental Sciences"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"e_1_3_2_1_24_1","volume-title":"Comparison of statistical methods for classification of ovarian cancer using mass spectrometry data. Bioinformatics. 13. 1636--1643","author":"Baolin Wu","year":"2003","unstructured":"Baolin Wu , Tom Abbott, David Fishman , Walter McMurray, Gil Mor , Kathryn Stone, David Ward , Kenneth Williams, Hongyu Zhao . ( 2003 ). Comparison of statistical methods for classification of ovarian cancer using mass spectrometry data. Bioinformatics. 13. 1636--1643 . Baolin Wu, Tom Abbott, David Fishman, Walter McMurray,Gil Mor, Kathryn Stone, David Ward, Kenneth Williams, Hongyu Zhao. (2003). Comparison of statistical methods for classification of ovarian cancer using mass spectrometry data. Bioinformatics. 13. 1636--1643."},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1021\/ac020109k"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.mimet.2015.08.002"},{"key":"e_1_3_2_1_27_1","volume-title":"Characterization of staphylococcus aureus Isolated from clinical specimens by matrix assisted laser desorption\/ionization time-of-flight mass spectrometry {J}","author":"Wang Y. R.","year":"2013","unstructured":"Wang , Y. R. , Chen , Q. , Qian , et al. Characterization of staphylococcus aureus Isolated from clinical specimens by matrix assisted laser desorption\/ionization time-of-flight mass spectrometry {J} . 2013 , 26(6):430--436. Wang, Y. R., Chen, Q., Qian, et al. Characterization of staphylococcus aureus Isolated from clinical specimens by matrix assisted laser desorption\/ionization time-of-flight mass spectrometry {J}. 2013, 26(6):430--436."},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1021\/ac020109k"}],"event":{"name":"ICBBT '17: 9th International Conference on Bioinformatics and Biomedical Technology","sponsor":["Department of Computer Science, University of Szeged Department of Computer Science, University of Szeged","University of Lisbon University of Lisbon"],"location":"Lisbon Portugal","acronym":"ICBBT '17"},"container-title":["Proceedings of the 9th International Conference on Bioinformatics and Biomedical Technology"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3093293.3093300","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3093293.3093300","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T03:36:23Z","timestamp":1750217783000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3093293.3093300"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,14]]},"references-count":28,"alternative-id":["10.1145\/3093293.3093300","10.1145\/3093293"],"URL":"https:\/\/doi.org\/10.1145\/3093293.3093300","relation":{},"subject":[],"published":{"date-parts":[[2017,5,14]]},"assertion":[{"value":"2017-05-14","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}