{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,14]],"date-time":"2025-10-14T20:06:19Z","timestamp":1760472379913},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319284293"},{"type":"electronic","value":"9783319284309"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-28430-9_24","type":"book-chapter","created":{"date-parts":[[2016,1,9]],"date-time":"2016-01-09T04:32:28Z","timestamp":1452313948000},"page":"319-331","source":"Crossref","is-referenced-by-count":13,"title":["Time Series Similarity Evaluation Based on Spearman\u2019s Correlation Coefficients and Distance Measures"],"prefix":"10.1007","author":[{"given":"Jiaqi","family":"Ye","sequence":"first","affiliation":[]},{"given":"Chengwei","family":"Xiao","sequence":"additional","affiliation":[]},{"given":"Rui M\u00e1ximo","family":"Esteves","sequence":"additional","affiliation":[]},{"given":"Chunming","family":"Rong","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,1,10]]},"reference":[{"key":"24_CR1","doi-asserted-by":"crossref","unstructured":"de Jong, P.: Time series analysis. In: Predictive Modeling Applications in Actuarial Science. Predictive Modeling Techniques, vol. 1, p. 427 (2014)","DOI":"10.1017\/CBO9781139342674.017"},{"key":"24_CR2","unstructured":"Reimche, W., S\u00fcdmersen, U., Pietsch, O., et al.: Basics of vibration monitoring for fault detection and process control. In: 3rd Pan-American Conference for Non-Destructive Testing. Rio de Janeiro, Brazil (2003)"},{"key":"24_CR3","doi-asserted-by":"crossref","unstructured":"Serr\u00e0, J., Arcos, J.L.: An empirical evaluation of similarity measures for time series classification. Knowl.-Based Syst. (2014)","DOI":"10.1016\/j.knosys.2014.04.035"},{"issue":"2","key":"24_CR4","doi-asserted-by":"publisher","first-page":"1542","DOI":"10.14778\/1454159.1454226","volume":"1","author":"H Ding","year":"2008","unstructured":"Ding, H., Trajcevski, G., Scheuermann, P., et al.: Querying and mining of time series data: experimental comparison of representations and distance measures. Proc. VLDB Endowment 1(2), 1542\u20131552 (2008)","journal-title":"Proc. VLDB Endowment"},{"key":"24_CR5","doi-asserted-by":"publisher","first-page":"125","DOI":"10.1016\/j.ins.2014.02.125","volume":"271","author":"H Liao","year":"2014","unstructured":"Liao, H., Xu, Z., Zeng, X.J.: Distance and similarity measures for hesitant fuzzy linguistic term sets and their application in multi-criteria decision making. Inf. Sci. 271, 125\u2013142 (2014)","journal-title":"Inf. Sci."},{"key":"24_CR6","doi-asserted-by":"crossref","unstructured":"Gunopulos, D., Das, G.: Time series similarity measures (tutorial PM-2). In: Tutorial Notes of the Sixth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 243\u2013307. ACM (2000)","DOI":"10.1145\/349093.349108"},{"issue":"3","key":"24_CR7","doi-asserted-by":"publisher","first-page":"634","DOI":"10.1007\/s10618-013-0312-3","volume":"28","author":"GE Batista","year":"2014","unstructured":"Batista, G.E., Keogh, E.J., Tataw, O.M., et al.: CID: an efficient complexity-invariant distance for time series. Data Min. Knowl. Disc. 28(3), 634\u2013669 (2014)","journal-title":"Data Min. Knowl. Disc."},{"issue":"4","key":"24_CR8","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1080\/713848278","volume":"2","author":"TD Gautheir","year":"2001","unstructured":"Gautheir, T.D.: Detecting trends using spearman\u2019s rank correlation coefficient. Environ. Forensics 2(4), 359\u2013362 (2001)","journal-title":"Environ. Forensics"},{"issue":"6","key":"24_CR9","doi-asserted-by":"publisher","first-page":"651","DOI":"10.1023\/B:MATG.0000002982.52104.02","volume":"35","author":"M Mudelsee","year":"2003","unstructured":"Mudelsee, M.: Estimating Pearson\u2019s correlation coefficient with bootstrap confidence interval from serially dependent time series. Math. Geol. 35(6), 651\u2013665 (2003)","journal-title":"Math. Geol."},{"issue":"3","key":"24_CR10","doi-asserted-by":"publisher","first-page":"161","DOI":"10.1038\/nclimate2145","volume":"4","author":"SI Seneviratne","year":"2014","unstructured":"Seneviratne, S.I., Donat, M.G., Mueller, B., et al.: No pause in the increase of hot temperature extremes. Nat. Clim. Change 4(3), 161\u2013163 (2014)","journal-title":"Nat. Clim. Change"},{"key":"24_CR11","unstructured":"Pearson\u2019s. Comparison of Values of Pearson\u2019s and Spearman\u2019s Correlation Coefficients\u2026 (2007)"},{"issue":"5","key":"24_CR12","doi-asserted-by":"publisher","first-page":"529","DOI":"10.1109\/34.391389","volume":"17","author":"H Breu","year":"1995","unstructured":"Breu, H., Gil, J., Kirkpatrick, D., et al.: Linear time Euclidean distance transform algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 17(5), 529\u2013533 (1995)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"24_CR13","unstructured":"Mori, U., Mendiburu, A., Lozano, J.A.: Distance measures for time series in R: the TSdist package"},{"issue":"1","key":"24_CR14","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/j.joi.2006.09.001","volume":"1","author":"R Silva Da","year":"2007","unstructured":"Da Silva, R., Stasiu, R., Orengo, V.M., et al.: Measuring quality of similarity functions in approximate data matching. J. Informetrics 1(1), 35\u201346 (2007)","journal-title":"J. Informetrics"}],"container-title":["Lecture Notes in Computer Science","Cloud Computing and Big Data"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-28430-9_24","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T05:11:43Z","timestamp":1559365903000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-28430-9_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319284293","9783319284309"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-28430-9_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]}}}