{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T14:34:27Z","timestamp":1742913267988,"version":"3.40.3"},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030269791"},{"type":"electronic","value":"9783030269807"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-26980-7_35","type":"book-chapter","created":{"date-parts":[[2019,8,18]],"date-time":"2019-08-18T23:03:04Z","timestamp":1566169384000},"page":"343-350","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Topological Methods for Unsupervised Learning"],"prefix":"10.1007","author":[{"given":"Leland","family":"McInnes","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,8,2]]},"reference":[{"issue":"4","key":"35_CR1","doi-asserted-by":"publisher","first-page":"501","DOI":"10.4153\/CMB-1986-079-9","volume":"29","author":"M Barr","year":"1986","unstructured":"Barr, M.: Fuzzy set theory and topos theory. Canad. Math. Bull 29(4), 501\u2013508 (1986)","journal-title":"Canad. Math. Bull"},{"key":"35_CR2","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"160","DOI":"10.1007\/978-3-642-37456-2_14","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"RJGB Campello","year":"2013","unstructured":"Campello, R.J.G.B., Moulavi, D., Sander, J.: Density-based clustering based on hierarchical density estimates. In: Pei, J., Tseng, V.S., Cao, L., Motoda, H., Xu, G. (eds.) PAKDD 2013. LNCS (LNAI), vol. 7819, pp. 160\u2013172. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-37456-2_14"},{"issue":"2","key":"35_CR3","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1007\/s10208-012-9141-9","volume":"13","author":"G Carlsson","year":"2013","unstructured":"Carlsson, G., M\u00e9moli, F.: Classifying clustering schemes. Found. Comput. Math. 13(2), 221\u2013252 (2013)","journal-title":"Found. Comput. Math."},{"unstructured":"Chaudhuri, K., Dasgupta, S.: Rates of convergence for the cluster tree. In: Proceedings of the 23rd International Conference on Neural Information Processing Systems. NIPS 2010, pp. 343\u2013351. Curran Associates Inc., USA (2010)","key":"35_CR4"},{"key":"35_CR5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-0346-0189-4","volume-title":"Simplicial Homotopy Theory","author":"PG Goerss","year":"2009","unstructured":"Goerss, P.G., Jardine, J.F.: Simplicial Homotopy Theory. Springer, Basel (2009). https:\/\/doi.org\/10.1007\/978-3-0346-0189-4"},{"issue":"374","key":"35_CR6","doi-asserted-by":"publisher","first-page":"388","DOI":"10.1080\/01621459.1981.10477658","volume":"76","author":"JA Hartigan","year":"1981","unstructured":"Hartigan, J.A.: Consistency of single linkage for high-density clusters. J. Am. Stat. Assoc. 76(374), 388\u2013394 (1981)","journal-title":"J. Am. Stat. Assoc."},{"key":"35_CR7","doi-asserted-by":"publisher","first-page":"538","DOI":"10.1016\/j.procs.2011.04.056","volume":"4","author":"JA Lee","year":"2011","unstructured":"Lee, J.A., Verleysen, M.: Shift-invariant similarities circumvent distance concentration in stochastic neighbor embedding and variants. Procedia Comput. Sci. 4, 538\u2013547 (2011)","journal-title":"Procedia Comput. Sci."},{"doi-asserted-by":"crossref","unstructured":"McInnes, L., Healy, J.: Accelerated hierarchical density clustering. arXiv preprint arXiv:1705.07321 (2017)","key":"35_CR8","DOI":"10.1109\/ICDMW.2017.12"},{"doi-asserted-by":"crossref","unstructured":"McInnes, L., Healy, J.: Umap: uniform manifold approximation and projection for dimension reduction. arXiv preprint arXiv:1802.03426 (2018)","key":"35_CR9","DOI":"10.21105\/joss.00861"},{"unstructured":"Spivak, D.I.: Metric realization of fuzzy simplicial sets. Self published notes http:\/\/math.mit.edu\/~dspivak\/files\/metric_realization.pdf","key":"35_CR10"},{"issue":"1","key":"35_CR11","doi-asserted-by":"publisher","first-page":"025","DOI":"10.1007\/s00357-003-0004-6","volume":"20","author":"W Stuetzle","year":"2003","unstructured":"Stuetzle, W.: Estimating the cluster tree of a density by analyzing the minimal spanning tree of a sample. J. Classif. 20(1), 025\u2013047 (2003)","journal-title":"J. Classif."},{"issue":"282\u2013311","key":"35_CR12","first-page":"17","volume":"76","author":"D Wishart","year":"1969","unstructured":"Wishart, D.: Mode analysis: a generalization of nearest neighbor which reduces chaining effects. Numer. Taxonomy 76(282\u2013311), 17 (1969)","journal-title":"Numer. Taxonomy"}],"container-title":["Lecture Notes in Computer Science","Geometric Science of Information"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-26980-7_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T18:04:43Z","timestamp":1710266683000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-26980-7_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030269791","9783030269807"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-26980-7_35","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"2 August 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"GSI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Geometric Science of Information","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Toulouse","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"France","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"27 August 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"29 August 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"gsi2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.see.asso.fr\/GSI2019","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}