{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,5]],"date-time":"2026-04-05T00:06:29Z","timestamp":1775347589706,"version":"3.50.1"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783031154706","type":"print"},{"value":"9783031154713","type":"electronic"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-15471-3_31","type":"book-chapter","created":{"date-parts":[[2022,9,11]],"date-time":"2022-09-11T09:04:42Z","timestamp":1662887082000},"page":"363-374","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["SHAP Algorithm for Healthcare Data Classification"],"prefix":"10.1007","author":[{"given":"Samson","family":"Mihirette","sequence":"first","affiliation":[]},{"given":"Qing","family":"Tan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,9,12]]},"reference":[{"key":"31_CR1","unstructured":"Mihirette, S.: Safeguarding Patients\u2019 Healthcare Data: Introducing Data Privacy Broker, 07 January 2022. https:\/\/dt.athabascau.ca\/jspui\/handle\/10791\/366. Accessed 15 Jan 2022"},{"issue":"2","key":"31_CR2","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1109\/MIC.2018.112102519","volume":"22","author":"S Sharma","year":"2018","unstructured":"Sharma, S., Chen, K., Sheth, A.: Toward practical privacy-preserving analytics for IoT and cloud-based healthcare systems. IEEE Internet Comput. 22(2), 42\u201351 (2018). https:\/\/doi.org\/10.1109\/MIC.2018.112102519","journal-title":"IEEE Internet Comput."},{"key":"31_CR3","doi-asserted-by":"publisher","unstructured":"Kissi Mireku, K., Zhang, F., Komlan, G.: Patient knowledge and data privacy in healthcare records system. In: 2017 2nd International Conference on Communication Systems, Computing and IT Applications (CSCITA), pp. 154\u2013159, April 2017. https:\/\/doi.org\/10.1109\/CSCITA.2017.8066543","DOI":"10.1109\/CSCITA.2017.8066543"},{"key":"31_CR4","doi-asserted-by":"publisher","first-page":"04005","DOI":"10.1051\/itmconf\/20213604005","volume":"36","author":"KM Chong","year":"2021","unstructured":"Chong, K.M.: Privacy-preserving healthcare informatics: a review. ITM Web Conf. 36, 04005 (2021). https:\/\/doi.org\/10.1051\/itmconf\/20213604005","journal-title":"ITM Web Conf."},{"key":"31_CR5","unstructured":"Yaqoob et al.: Blockchain for healthcare data management: opportunities, challenges, and future recommendations (2021). https:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-020-05519-w.pdf. Accessed 18 June 2022"},{"key":"31_CR6","doi-asserted-by":"publisher","DOI":"10.1055\/s-0041-1740564","author":"S Welten","year":"2022","unstructured":"Welten, S., et al.: A privacy-preserving distributed analytics platform for health care data. Methods Inf. Med. (2022). https:\/\/doi.org\/10.1055\/s-0041-1740564","journal-title":"Methods Inf. Med."},{"key":"31_CR7","doi-asserted-by":"publisher","first-page":"6010","DOI":"10.1109\/ACCESS.2022.3141709","volume":"10","author":"A Aminifar","year":"2022","unstructured":"Aminifar, A., Shokri, M., Rabbi, F., Pun, V.K.I., Lamo, Y.: Extremely randomized trees with privacy preservation for distributed structured health data. IEEE Access 10, 6010\u20136027 (2022). https:\/\/doi.org\/10.1109\/ACCESS.2022.3141709","journal-title":"IEEE Access"},{"key":"31_CR8","doi-asserted-by":"publisher","first-page":"381","DOI":"10.1016\/j.ins.2022.05.040","volume":"605","author":"C Ni","year":"2022","unstructured":"Ni, C., Cang, L.S., Gope, P., Min, G.: Data anonymization evaluation for big data and IoT environment. Inf. Sci. 605, 381\u2013392 (2022). https:\/\/doi.org\/10.1016\/j.ins.2022.05.040","journal-title":"Inf. Sci."},{"key":"31_CR9","doi-asserted-by":"publisher","unstructured":"Frej, M.B.H., Dichter, J., Gupta, N.: Comparison of privacy-preserving models based on a third-party auditor in cloud computing. In: 2019 IEEE Cloud Summit, Washington, DC, USA, pp. 86\u201391, August 2019. https:\/\/doi.org\/10.1109\/CloudSummit47114.2019.00020","DOI":"10.1109\/CloudSummit47114.2019.00020"},{"key":"31_CR10","unstructured":"Lundberg, S.M., Lee, S.-I.: A unified approach to interpreting model predictions. In: Advances in Neural Information Processing Systems, vol. 30 (2017). https:\/\/proceedings.neurips.cc\/paper\/2017\/hash\/8a20a8621978632d76c43dfd28b67767-Abstract.html. Accessed 15 Oct 2021"},{"key":"31_CR11","unstructured":"CatBoostClassifier. https:\/\/catboost.ai\/docs\/concepts\/python-reference_catboostclassifier. Accessed 11 Dec 2021"},{"key":"31_CR12","unstructured":"COVID-19 Community Vulnerability Crosswalk - Crosswalk by Census Tract\u2014HealthData.gov. https:\/\/healthdata.gov\/Health\/COVID-19-Community-Vulnerability-Crosswalk-Crosswa\/x2y5-9muu. Accessed 11 Dec 2021"}],"container-title":["Lecture Notes in Computer Science","Hybrid Artificial Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-15471-3_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,9,11]],"date-time":"2022-09-11T09:08:34Z","timestamp":1662887314000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-15471-3_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031154706","9783031154713"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-15471-3_31","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"12 September 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HAIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Hybrid Artificial Intelligence Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Salamancaa","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 September 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 September 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hais2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2022.haisconference.eu\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"67","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"43","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"64% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}