{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T15:38:52Z","timestamp":1743089932631,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030576011"},{"type":"electronic","value":"9783030576028"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"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":[[2020]]},"DOI":"10.1007\/978-3-030-57602-8_13","type":"book-chapter","created":{"date-parts":[[2020,8,9]],"date-time":"2020-08-09T01:02:43Z","timestamp":1596934963000},"page":"141-148","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Local Search Algorithm for the Spherical k-Means Problem with Outliers"],"prefix":"10.1007","author":[{"given":"Yishui","family":"Wang","sequence":"first","affiliation":[]},{"given":"Chenchen","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Dongmei","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Juan","family":"Zou","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,8,9]]},"reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Ahmadian, S., Norouzi-Fard, A., Svensson, O., Ward, J.: Better guarantees for $$k$$-means and Euclidean $$k$$-median by primal-dual algorithms. In: Proceedings of FOCS, pp. 61\u201372 (2017)","DOI":"10.1109\/FOCS.2017.15"},{"key":"13_CR2","unstructured":"Arthur, D., Vassilvitskii, S.: $$K$$-means++: the advantages of careful seeding. In: Proceedings of SODA, pp. 1027\u20131035 (2007)"},{"key":"13_CR3","unstructured":"Charikar, M., Khuller, S., Mount, D.M., Narasimhan, G.: Algorithms for facility location problems with outliers. In: Proceedings of SODA, pp. 642\u2013651 (2001)"},{"key":"13_CR4","unstructured":"Chen, K.: A constant factor approximation algorithm for $$k$$-median clustering with outliers. In: Proceedings of SODA, pp. 826\u2013835 (2008)"},{"key":"13_CR5","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1023\/A:1007612920971","volume":"42","author":"IS Dhillon","year":"2001","unstructured":"Dhillon, I.S., Modha, D.S.: Concept decompositions for large sparse text data using clustering. Mach. Learn. 42, 143\u2013175 (2001)","journal-title":"Mach. Learn."},{"key":"13_CR6","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1007\/978-3-319-23240-9_9","volume-title":"Modeling Decisions for Artificial Intelligence","author":"Y Endo","year":"2015","unstructured":"Endo, Y., Miyamoto, S.: Spherical k-Means++ clustering. In: Torra, V., Narukawa, Y. (eds.) MDAI 2015. LNCS (LNAI), vol. 9321, pp. 103\u2013114. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-23240-9_9"},{"issue":"2","key":"13_CR7","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1145\/3301446","volume":"15","author":"Z Friggstad","year":"2019","unstructured":"Friggstad, Z., Khodamoradi, K., Rezapour, M., Salavatipour, M.: Approximation schemes for clustering with outliers. ACM Trans. Algorithms 15(2), 26 (2019)","journal-title":"ACM Trans. Algorithms"},{"issue":"7","key":"13_CR8","doi-asserted-by":"publisher","first-page":"757","DOI":"10.14778\/3067421.3067425","volume":"10","author":"S Gupta","year":"2017","unstructured":"Gupta, S., Kumar, R., Lu, K., Moseley, B., Vassilvitskii, S.: Local search methods for $$k$$-means with outliers. Proc. VLDB Endow. 10(7), 757\u2013768 (2017)","journal-title":"Proc. VLDB Endow."},{"issue":"10","key":"13_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v050.i10","volume":"50","author":"K Hornik","year":"2012","unstructured":"Hornik, K., Feinerer, I., Kober, M., Buchta, C.: Spherical $$k$$-means clustering. J. Stat. Softw. 50(10), 1\u201322 (2012)","journal-title":"J. Stat. Softw."},{"key":"13_CR10","doi-asserted-by":"crossref","unstructured":"Jain, K., Vazirani, V.V.: Approximation algorithms for metric facility location and $$k$$-median problems using the primal-dual schema and Lagrangian relaxation. J. ACM 48, 274\u2013296 (2001)","DOI":"10.1145\/375827.375845"},{"key":"13_CR11","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1016\/j.comgeo.2004.03.003","volume":"28","author":"T Kanungo","year":"2004","unstructured":"Kanungo, T., Mount, D.M., Netanyahu, N.S., Piatko, C.D., Silverman, R., Wu, A.Y.: A local search approximation algorithm for $$k$$-means clustering. Comput. Geom.: Theory Appl. 28, 89\u2013112 (2004)","journal-title":"Comput. Geom.: Theory Appl."},{"key":"13_CR12","doi-asserted-by":"publisher","first-page":"695","DOI":"10.1007\/s10898-019-00779-w","volume":"76","author":"M Li","year":"2020","unstructured":"Li, M., Xu, D., Zhang, D., Zou, J.: The seeding algorithms for spherical $$k$$-means clustering. J. Glob. Optim. 76, 695\u2013708 (2020)","journal-title":"J. Glob. Optim."},{"key":"13_CR13","doi-asserted-by":"publisher","first-page":"129","DOI":"10.1109\/TIT.1982.1056489","volume":"28","author":"S Lloyd","year":"1982","unstructured":"Lloyd, S.: Least squares quantization in PCM. IEEE Trans. Inf. Theory 28, 129\u2013137 (1982)","journal-title":"IEEE Trans. Inf. Theory"},{"key":"13_CR14","doi-asserted-by":"publisher","unstructured":"Zhang, D., Cheng, Y., Li, M., Wang, Y., Xu, D.: Approximation algorithms for spherical $$k$$-means problem using local search scheme. Theoret. Comput. Sci. https:\/\/doi.org\/10.1016\/j.tcs.2020.06.029","DOI":"10.1016\/j.tcs.2020.06.029"}],"container-title":["Lecture Notes in Computer Science","Algorithmic Aspects in Information and Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-57602-8_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T19:48:11Z","timestamp":1710359291000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-57602-8_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030576011","9783030576028"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-57602-8_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"9 August 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AAIM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Algorithmic Applications in Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Jinhua","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","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":"10 August 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 August 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aaim2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/sjxy.zjnu.edu.cn\/AAIM2020\/list.htm","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":"76","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":"39","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":"17","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":"51% - 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":"3.3","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":"8.7","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 was held 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)"}}]}}