{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T09:31:52Z","timestamp":1743154312631,"version":"3.40.3"},"publisher-location":"Cham","reference-count":9,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030676667"},{"type":"electronic","value":"9783030676674"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-67667-4_15","type":"book-chapter","created":{"date-parts":[[2021,2,24]],"date-time":"2021-02-24T07:10:26Z","timestamp":1614150626000},"page":"240-256","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Estimating Precisions for Multiple Binary Classifiers Under Limited Samples"],"prefix":"10.1007","author":[{"given":"Rahul","family":"Tripathi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Srinivasan","family":"Jagannathan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Balaji","family":"Dhamodharaswamy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2021,2,25]]},"reference":[{"key":"15_CR1","doi-asserted-by":"crossref","unstructured":"Bennett, P.N., Carvalho, V.R.: Online stratified sampling: evaluating classifiers at web-scale. In: Proceedings of the 19th ACM CIKM, pp. 1581\u20131584. ACM (2010)","DOI":"10.1145\/1871437.1871677"},{"key":"15_CR2","volume-title":"Sampling Techniques","author":"WG Cochran","year":"2007","unstructured":"Cochran, W.G.: Sampling Techniques. Wiley, Hoboken (2007)"},{"key":"15_CR3","unstructured":"Jaffe, A., Nadler, B., Kluger, Y.: Estimating the accuracies of multiple classifiers without labeled data. In: Artificial Intelligence and Statistics, pp. 407\u2013415 (2015)"},{"key":"15_CR4","doi-asserted-by":"crossref","unstructured":"Katariya, N., Iyer, A., Sarawagi, S.: Active evaluation of classifiers on large datasets. In: IEEE 12th International Conference on Data Mining, pp. 329\u2013338. IEEE (2012)","DOI":"10.1109\/ICDM.2012.161"},{"key":"15_CR5","unstructured":"Khatri, C., Hedayatnia, B., Goel, R., Venkatesh, A., Gabriel, R., Mandal, A.: Detecting offensive content in open-domain conversations using two stage semi-supervision. CoRR abs\/1811.12900 (2018)"},{"key":"15_CR6","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/978-3-319-93034-3_1","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"A Kumar","year":"2018","unstructured":"Kumar, A., Raj, B.: Classifier risk estimation under limited labeling resources. In: Phung, D., Tseng, V.S., Webb, G.I., Ho, B., Ganji, M., Rashidi, L. (eds.) PAKDD 2018. LNCS (LNAI), vol. 10937, pp. 3\u201315. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-93034-3_1"},{"issue":"4","key":"15_CR7","doi-asserted-by":"publisher","first-page":"1253","DOI":"10.1073\/pnas.1219097111","volume":"111","author":"F Parisi","year":"2014","unstructured":"Parisi, F., Strino, F., Nadler, B., Kluger, Y.: Ranking and combining multiple predictors without labeled data. Proc. Natl. Acad. Sci. 111(4), 1253\u20131258 (2014)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"15_CR8","unstructured":"Platanios, E.A., Blum, A., Mitchell, T.: Estimating accuracy from unlabeled data. In: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence (UAI), pp. 682\u2013691 (2015)"},{"key":"15_CR9","doi-asserted-by":"crossref","unstructured":"Tripathi, R., Dhamodharaswamy, B., Jagannathan, S., Nandi, A.: Detecting sensitive content in spoken languages. In: Proceedings of the 6th IEEE International Conference on Data Science and Advanced Analytics (DSAA) (2019)","DOI":"10.1109\/DSAA.2019.00052"}],"container-title":["Lecture Notes in Computer Science","Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-67667-4_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,23]],"date-time":"2025-02-23T23:07:13Z","timestamp":1740352033000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-67667-4_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030676667","9783030676674"],"references-count":9,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-67667-4_15","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"25 February 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ECML PKDD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Joint European Conference on Machine Learning and Knowledge Discovery in Databases","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ghent","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Belgium","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 September 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 September 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ecml2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/ecmlpkdd2020.net\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-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":"945","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":"195","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":"21% - 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":"4,5","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":"4,4","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)"}},{"value":"The conference took place virtually due to the COVID-19 pandemic","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}