{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:16:28Z","timestamp":1730200588628,"version":"3.28.0"},"reference-count":68,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,17]],"date-time":"2022-12-17T00:00:00Z","timestamp":1671235200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,17]]},"DOI":"10.1109\/bigdata55660.2022.10020926","type":"proceedings-article","created":{"date-parts":[[2023,1,26]],"date-time":"2023-01-26T19:35:23Z","timestamp":1674761723000},"page":"65-74","source":"Crossref","is-referenced-by-count":2,"title":["Persistence Homology of Proximity Hyper-Graphs for Higher Dimensional Big Data"],"prefix":"10.1109","author":[{"given":"Rohit P.","family":"Singh","sequence":"first","affiliation":[{"name":"University of Cincinnati,Cincinnati,OH,USA,45221"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philip A.","family":"Wilsey","sequence":"additional","affiliation":[{"name":"University of Cincinnati,Cincinnati,OH,USA,45221"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2021.667963"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1090\/conm\/453\/08802"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1140\/epjds\/s13688-017-0109-5"},{"key":"ref4","first-page":"1","article-title":"Persistent homology: a step-by-step introduction for newcomers","volume-title":"Smart Tools and Apps for Graphics \u2014 Eurographics Italian Chapter Conference","author":"Fugacci"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1090\/mbk\/069"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s00454-004-1146-y"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2885516"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1515\/sagmb-2015-0057"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/cnm.2655"},{"article-title":"A review of geometric, topological and graph theory apparatuses for the modeling and analysis of biomolecular data","year":"2016","author":"Xia","key":"ref10"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.cels.2016.05.008"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.coisb.2016.12.007"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/nbt.3854"},{"key":"ref14","first-page":"1953","article-title":"Persistent homology: An introduction and a new text representation for natural language processing","volume-title":"Twenty-Third International Joint Conference on Artificial Intelligence","author":"Zhu"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s41468-020-00048-w"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1029\/2019WR025171"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1137\/19M1268719"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2021.659037"},{"issue":"2","key":"ref19","first-page":"584","article-title":"A survey of topological data analysis methods for big data in healthcare intelligence","volume":"14","author":"Joshi","year":"2019","journal-title":"International Journal of Applied Engineering Research"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-42266-0_14"},{"key":"ref21","first-page":"23:1","article-title":"Topological data analysis reveals principles of chromosome structure in cellular differentiation","volume-title":"19th International Workshop on Algorithms in Bioinformatics (WABI 2019)","volume":"143","author":"Sauerwald"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.7566\/JPSJ.91.091013"},{"key":"ref23","first-page":"1","article-title":"Topological analysis of recurrent systems","volume-title":"NIPS 2012 Workshop on Algebraic Topology and Machine Learning","author":"Skraba"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s00453-014-9887-3"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1983.1056714"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/174462.156635"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0054315"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3390\/a13010011"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-45030-3_62"},{"article-title":"Complexity of constructing the clique complex of the graph \u2014 mathematics stack exchange","year":"2017","author":"Lavrov","key":"ref30"},{"key":"ref31","first-page":"157","article-title":"Topological estimation using witness complexes","volume-title":"Eurographics Symposium on Point-Based Graphics","author":"de Silva"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.cag.2010.03.007"},{"key":"ref33","article-title":"An efficient implementation of delaunay triangulations in medium dimensions","volume-title":"INRA, Tech. Rep. RR-6743","author":"Hornus","year":"2008"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1103\/physreve.100.062309"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1006\/gmip.1998.0465"},{"key":"ref36","article-title":"Topological study of \u03b2-sparsified d-uniform hypergraph based simplicial complexes","author":"Singh","year":"2022","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1007\/s41468-021-00071-5"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2462356.2462387"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/1810959.1811004"},{"volume-title":"Algebraic Topology","year":"2002","author":"Hatcher","key":"ref40"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1088\/0266-5611\/27\/12\/124003"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s00453-015-9999-4"},{"key":"ref43","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-40450-4_59","article-title":"The compressed annotation matrix: an efficient data structure for computing persistent cohomology","author":"Boissonnat","year":"2013"},{"key":"ref44","article-title":"Lightweight framework for homology"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2011.177"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1126\/science.290.5500.2319"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1162\/089976603321780317"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017467"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12655"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2009.119"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.2307\/2412323"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/PACIFICVIS.2010.5429601"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2010.5652940"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/5.163414"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/ISVD.2007.27"},{"article-title":"Building a balanced k-d tree in o(kn log n) time","year":"2020","author":"Brown","key":"ref56"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/1409060.1409079"},{"key":"ref58","article-title":"Five balltree construction algorithms","author":"Omohundro","year":"1989","journal-title":"International Computer Science Institute Technical Report"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/4908.003.0008"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-28931-6_20"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2007.914237"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330875"},{"issue":"2","key":"ref63","first-page":"99","article-title":"k-nn join based on lsh in big data environment","volume":"16","author":"Ji","year":"2018","journal-title":"Journal of information and communication convergence engineering"},{"article-title":"A data mining approach to predict forest fires using meteorological data","volume-title":"New Trends in Artificial Intelligence, 13th Portuguese Conference on Artificial Intelligence","author":"Cortez","key":"ref64"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1016\/S0008-8846(98)00165-3"},{"article-title":"Sliced wasserstein kernel for persistence diagrams","year":"2017","author":"Carriere","key":"ref66"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1145\/235815.235821"},{"year":"2020","key":"ref68","article-title":"LHF: Lightweight homology framework"}],"event":{"name":"2022 IEEE International Conference on Big Data (Big Data)","start":{"date-parts":[[2022,12,17]]},"location":"Osaka, Japan","end":{"date-parts":[[2022,12,20]]}},"container-title":["2022 IEEE International Conference on Big Data (Big Data)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10020192\/10020156\/10020926.pdf?arnumber=10020926","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,13]],"date-time":"2024-02-13T06:43:15Z","timestamp":1707806595000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10020926\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,17]]},"references-count":68,"URL":"https:\/\/doi.org\/10.1109\/bigdata55660.2022.10020926","relation":{},"subject":[],"published":{"date-parts":[[2022,12,17]]}}}