{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T15:23:48Z","timestamp":1772205828637,"version":"3.50.1"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2022,10,20]],"date-time":"2022-10-20T00:00:00Z","timestamp":1666224000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2022,10,20]],"date-time":"2022-10-20T00:00:00Z","timestamp":1666224000000},"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":["Cluster Comput"],"published-print":{"date-parts":[[2023,12]]},"DOI":"10.1007\/s10586-022-03780-3","type":"journal-article","created":{"date-parts":[[2022,10,20]],"date-time":"2022-10-20T13:03:57Z","timestamp":1666271037000},"page":"3781-3791","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Real-time progressive compression method of massive data based on improved clustering algorithm"],"prefix":"10.1007","volume":"26","author":[{"given":"Hengxiang","family":"Yang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lumin","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kai","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,10,20]]},"reference":[{"issue":"2","key":"3780_CR1","doi-asserted-by":"publisher","first-page":"48","DOI":"10.4018\/IJSIR.2019040104","volume":"10","author":"H Shah","year":"2019","unstructured":"Shah, H., Danish, Z., Tairan, N., Gazali, R., Badshah, A.: Global artificial bee colony search algorithm for data clustering. Int. J. swarm Intel. Res. 10(2), 48\u201359 (2019)","journal-title":"Int. J. swarm Intel. Res."},{"issue":"2","key":"3780_CR2","first-page":"149","volume":"83","author":"J Uthayakumar","year":"2019","unstructured":"Uthayakumar, J., Vengattaraman, T., Dhavachelvan, P.: A new lossless neighborhood indexing sequence (nis) algorithm for data compression in wireless sensor networks. Ad. Hoc. Netw. 83(2), 149\u2013157 (2019)","journal-title":"Ad. Hoc. Netw."},{"key":"3780_CR3","first-page":"1","volume":"99","author":"C Chen","year":"2019","unstructured":"Chen, C., Ding, Y., Xie, X., Zhang, S., Feng, L.: Trajcompressor: an online map-matching-based trajectory compression framework leveraging vehicle heading direction and change. IEEE Trans. Intell. Transp. Syst. 99, 1\u201317 (2019)","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"3780_CR4","first-page":"1","volume":"99","author":"LF Zhu","year":"2020","unstructured":"Zhu, L.F., Wang, J.S., Wang, H.Y., Xie, W.: Data clustering method based on improved bat algorithm with six convergence factors and local search operators. IEEE Access 99, 1\u20131 (2020)","journal-title":"IEEE Access"},{"issue":"1","key":"3780_CR5","first-page":"11","volume":"2","author":"J Ma","year":"2019","unstructured":"Ma, J., Yu, H.: Study on the computer desktop image compression technology based on clustering algorithm. Paper Asia 2(1), 11\u201314 (2019)","journal-title":"Paper Asia"},{"issue":"2","key":"3780_CR6","doi-asserted-by":"publisher","first-page":"2132","DOI":"10.1109\/LRA.2019.2900747","volume":"4","author":"X Sun","year":"2019","unstructured":"Sun, X., Ma, H., Sun, Y., Liu, M.: A novel point cloud compression algorithm based on clustering. IEEE Robot. Autom. Lett. 4(2), 2132\u20132139 (2019)","journal-title":"IEEE Robot. Autom. Lett."},{"issue":"1","key":"3780_CR7","doi-asserted-by":"publisher","first-page":"599","DOI":"10.1007\/s11277-020-07241-1","volume":"113","author":"S Kalaivani","year":"2020","unstructured":"Kalaivani, S., Tharini, C., Saranya, K., Priyanka, K.: Design and implementation of hybrid compression algorithm for personal health care big data applications. Wirel. Pers. Commun. 113(1), 599\u2013615 (2020)","journal-title":"Wirel. Pers. Commun."},{"issue":"1","key":"3780_CR8","doi-asserted-by":"publisher","first-page":"2","DOI":"10.1111\/coin.12192","volume":"35","author":"X Zhu","year":"2019","unstructured":"Zhu, X., Wang, Y., Li, Y., Tan, Y., Wang, G., Song, Q.: A new unsupervised feature selection algorithm using similarity-based feature clustering. Comput. Intell. 35(1), 2\u201322 (2019)","journal-title":"Comput. Intell."},{"issue":"1","key":"3780_CR9","first-page":"1","volume":"12","author":"L Chen","year":"2021","unstructured":"Chen, L., Guo, Q., Liu, Z., Chen, L., Jin, Y.: An improved gravitational clustering based on local density. Int. J. Mob. Comput. Multimed. Commun. 12(1), 1\u201322 (2021)","journal-title":"Int. J. Mob. Comput. Multimed. Commun."},{"issue":"1","key":"3780_CR10","doi-asserted-by":"publisher","first-page":"127","DOI":"10.5755\/j01.itc.49.1.23780","volume":"49","author":"MH Rad","year":"2020","unstructured":"Rad, M.H., Abdolrazzagh-Nezhad, M.: Data cube clustering with improved dbscan based on fuzzy logic and genetic algorithm. Inf. Technol. Control 49(1), 127\u2013143 (2020)","journal-title":"Inf. Technol. Control"},{"issue":"5","key":"3780_CR11","first-page":"1","volume":"2021","author":"H Du","year":"2021","unstructured":"Du, H., Ni, Y., Wang, Z.: An improved algorithm based on fast search and find of density peak clustering for high-dimensional data. Wirel. Commun. Mob. Comput. 2021(5), 1\u201312 (2021)","journal-title":"Wirel. Commun. Mob. Comput."},{"issue":"7","key":"3780_CR12","first-page":"1130","volume":"36","author":"H Liu","year":"2019","unstructured":"Liu, H., Wang, Y., Ma, Y.: Deep neural networks compression based on improved clustering. Kongzhi Lilun Yu Yinyong\/Control Theory Appl. 36(7), 1130\u20131136 (2019)","journal-title":"Kongzhi Lilun Yu Yinyong\/Control Theory Appl."},{"issue":"1","key":"3780_CR13","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1109\/TSUSC.2019.2906729","volume":"5","author":"S Chen","year":"2020","unstructured":"Chen, S., Wang, Z., Zhang, H., Yang, G., Wang, K.: Fog-based optimized kronecker-supported compression design for industrial iot. IEEE Trans. Sustain. Comput. 5(1), 95\u2013106 (2020)","journal-title":"IEEE Trans. Sustain. Comput."},{"issue":"2","key":"3780_CR14","first-page":"151","volume":"42","author":"K Kavya","year":"2019","unstructured":"Kavya, K.: Literature survey of image compression\/decompression techniques for space and telehealth applications. Oxid. Commun. 42(2), 151\u2013159 (2019)","journal-title":"Oxid. Commun."},{"issue":"1","key":"3780_CR15","doi-asserted-by":"publisher","first-page":"18","DOI":"10.17706\/IJCCE.2020.9.1.18-32","volume":"9","author":"YN Xu","year":"2020","unstructured":"Xu, Y.N., Liu, M.Z., Wang, S.N.: Research of security protocol and data compression method for in-vehicle flexray network. Int. J. Comput. Commun. Eng 9(1), 18\u201332 (2020)","journal-title":"Int. J. Comput. Commun. Eng"},{"issue":"1","key":"3780_CR16","first-page":"40","volume":"140","author":"R Kawami","year":"2020","unstructured":"Kawami, R., Kitahara, D., Hirabayashi, A., Yoshikawa, E., Ushio, T.: Three-dimensional data compression and fast high-quality reconstruction for phased array weather radar. IEEJ Trans. Electron. Inf. Syst. 140(1), 40\u201348 (2020)","journal-title":"IEEJ Trans. Electron. Inf. Syst."},{"issue":"2","key":"3780_CR17","doi-asserted-by":"publisher","first-page":"A997","DOI":"10.1137\/19M1271270","volume":"42","author":"T Taddei","year":"2020","unstructured":"Taddei, T.: A registration method for model order reduction: data compression and geometry reduction. SIAM J. Sci. Comput. 42(2), A997\u2013A1027 (2020)","journal-title":"SIAM J. Sci. Comput."},{"issue":"3","key":"3780_CR18","doi-asserted-by":"publisher","first-page":"1603","DOI":"10.1016\/j.jfranklin.2019.11.024","volume":"357","author":"J Zhao","year":"2020","unstructured":"Zhao, J., Li, S.: Adaptive mesh refinement method for solving optimal control problems using interpolation error analysis and improved data compression\u2014ScienceDirect. J. Franklin Inst. 357(3), 1603\u20131627 (2020)","journal-title":"J. Franklin Inst."},{"issue":"4","key":"3780_CR19","first-page":"2469","volume":"16","author":"WL Liu","year":"2019","unstructured":"Liu, W.L., Yang, H.: Improved simulation research of dynamic data fusion algorithm. Comput. Simul. 16(4), 2469\u20132476 (2019)","journal-title":"Comput. Simul."},{"issue":"19","key":"3780_CR20","first-page":"102","volume":"43","author":"H Long","year":"2020","unstructured":"Long, H., Zhang, X.M.: Research on Intelligent compression method of multimedia weakly correlated data based on big data. Mode. electron. technol. 43(19), 102\u2013105 (2020)","journal-title":"Mode. electron. technol."},{"issue":"3","key":"3780_CR21","first-page":"468","volume":"35","author":"WT Dong","year":"2020","unstructured":"Dong, W.T., Yu, H., Zhou, Y.Z., et al.: Fishing vessel AIS trajectory data compression algorithm based on improved sliding window.  J. Ocean Univ. 35(3), 468\u2013535 (2020)","journal-title":"J. Ocean Univ."},{"issue":"9","key":"3780_CR22","first-page":"1129","volume":"51","author":"HB Li","year":"2021","unstructured":"Li, H.B., Yuan, X.P., Gan, S., et al.: Point cloud data compression method based on feature point and key point extraction. Laser infrared 51(9), 1129\u20131136 (2021)","journal-title":"Laser infrared"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-022-03780-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10586-022-03780-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-022-03780-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,16]],"date-time":"2023-10-16T20:10:18Z","timestamp":1697487018000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10586-022-03780-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,20]]},"references-count":22,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2023,12]]}},"alternative-id":["3780"],"URL":"https:\/\/doi.org\/10.1007\/s10586-022-03780-3","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"value":"1386-7857","type":"print"},{"value":"1573-7543","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10,20]]},"assertion":[{"value":"17 September 2021","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 July 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 October 2022","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"20 October 2022","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"We declare there is no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This manuscript is not be submitted to more than one journal for simultaneous consideration, which is original and not published elsewhere in any form or language. This study is not be split up into several parts to increase the quantity of submissions. The results is presented honestly without inappropriate data manipulation.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethical approval"}},{"value":"This manuscript has not been previously published and is not currently in press, under review, or being considered for publication by another journal. All authors have read and approved the manuscript being submitted and agree to its submittal to this journal.","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Informed consent"}}]}}