{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T01:06:13Z","timestamp":1765760773227,"version":"3.48.0"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030657413"},{"type":"electronic","value":"9783030657420"}],"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.springernature.com\/gp\/researchers\/text-and-data-mining"},{"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.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-65742-0_9","type":"book-chapter","created":{"date-parts":[[2020,12,15]],"date-time":"2020-12-15T02:03:06Z","timestamp":1607997786000},"page":"122-137","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Visual Analytics for Extracting Trends from Spatio-temporal Data"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5679-0991","authenticated-orcid":false,"given":"Michiel","family":"Dhont","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elena","family":"Tsiporkova","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tom","family":"Tourw\u00e9","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicol\u00e1s","family":"Gonz\u00e1lez-Deleito","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,12,16]]},"reference":[{"key":"9_CR1","first-page":"e27137v1","volume":"6","author":"M Allen","year":"2018","unstructured":"Allen, M., Poggiali, D., Whitaker, K., Marshall, T.R., Kievit, R.: Raincloud plots. PeerJ Preprints 6, e27137v1 (2018)","journal-title":"PeerJ Preprints"},{"key":"9_CR2","doi-asserted-by":"crossref","unstructured":"Andrienko, G., Andrienko, N.: Spatio-temporal aggregation for visual analysis of movements. In: Symposium on Visual Analytics Science and Technology. IEEE (2008)","DOI":"10.1109\/VAST.2008.4677356"},{"issue":"1","key":"9_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1080\/03610927408827101","volume":"3","author":"T Cali\u0144ski","year":"1974","unstructured":"Cali\u0144ski, T., Harabasz, J.: A dendrite method for cluster analysis. Commun. Stat. Theory Methods 3(1), 1\u201327 (1974)","journal-title":"Commun. Stat. Theory Methods"},{"key":"9_CR4","doi-asserted-by":"publisher","first-page":"224","DOI":"10.1109\/TPAMI.1979.4766909","volume":"2","author":"DL Davies","year":"1979","unstructured":"Davies, D.L., Bouldin, D.W.: A cluster separation measure. IEEE Trans. Pattern Anal. Mach. Intell. 2, 224\u2013227 (1979)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"15","key":"9_CR5","doi-asserted-by":"publisher","first-page":"3201","DOI":"10.1093\/bioinformatics\/bti517","volume":"21","author":"J Handl","year":"2005","unstructured":"Handl, J., Knowles, J., Kell, D.B.: Computational cluster validation in post-genomic data analysis. Bioinformatics 21(15), 3201\u20133212 (2005)","journal-title":"Bioinformatics"},{"key":"9_CR6","unstructured":"Iverson, D.L.: Inductive system health monitoring. In: NASA (2004)"},{"key":"9_CR7","doi-asserted-by":"publisher","first-page":"256","DOI":"10.1016\/j.proenv.2011.12.040","volume":"11","author":"Z Liu","year":"2011","unstructured":"Liu, Z., et al.: A method of SVM with normalization in intrusion detection. Procedia Environ. Sci. 11, 256\u2013262 (2011)","journal-title":"Procedia Environ. Sci."},{"key":"9_CR8","doi-asserted-by":"crossref","unstructured":"Luo, Y., Qin, X., Tang, N., Li, G.: DeepEye: towards automatic data visualization. In: 34th International Conference on Data Engineering. IEEE (2018)","DOI":"10.1109\/ICDE.2018.00019"},{"key":"9_CR9","unstructured":"MacQueen, J., et al.: Some methods for classification and analysis of multivariate observations. In: Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Oakland, CA, USA, vol. 1, no. 14, pp. 281\u2013297 (1967)"},{"key":"9_CR10","doi-asserted-by":"crossref","unstructured":"Rodrigues, N., et al.: Visualization of time series data with spatial context. In: Proceedings of the 10th International Symposium on Visual Information Communication and Interaction, pp. 37\u201344 (2017)","DOI":"10.1145\/3105971.3105982"},{"key":"9_CR11","unstructured":"Spears, W.M.: An overview of multidimensional visualization techniques. In: Evolutionary Computation Visualization Workshop (1999)"},{"issue":"5","key":"9_CR12","doi-asserted-by":"publisher","first-page":"1506","DOI":"10.1109\/TVCG.2016.2535234","volume":"23","author":"G Sun","year":"2016","unstructured":"Sun, G., Liang, R., Huamin, Q., Yingcai, W.: Embedding spatio-temporal information into maps by route-zooming. IEEE Trans. Visual. Comput. Graph. 23(5), 1506\u20131519 (2016)","journal-title":"IEEE Trans. Visual. Comput. Graph."},{"issue":"4","key":"9_CR13","doi-asserted-by":"publisher","first-page":"661","DOI":"10.1007\/s12650-018-0481-7","volume":"21","author":"Y Tang","year":"2018","unstructured":"Tang, Y., Sheng, F., Zhang, H., Shi, C., Qin, X., Fan, J.: Visual analysis of traffic data based on topic modeling (ChinaVis 2017). J. Visual. 21(4), 661\u2013680 (2018)","journal-title":"J. Visual."},{"issue":"1","key":"9_CR14","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1109\/MCG.2006.5","volume":"26","author":"JJ Thomas","year":"2006","unstructured":"Thomas, J.J., Cook, K.A.: A visual analytics agenda. IEEE Comput. Graph. Appl. 26(1), 10\u201313 (2006)","journal-title":"IEEE Comput. Graph. Appl."},{"key":"9_CR15","volume-title":"Envisioning Information","author":"ER Tufte","year":"1990","unstructured":"Tufte, E.R., Goeler, N.H., Benson, R.: Envisioning Information, vol. 126. Graphics press, Cheshire (1990)"},{"issue":"4","key":"9_CR16","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1145\/3092931.3092937","volume":"45","author":"M Vartak","year":"2017","unstructured":"Vartak, M., Huang, S., Siddiqui, T., Madden, S., Parameswaran, A.: Towards visualization recommendation systems. ACM SIGMOD Rec. 45(4), 34\u201339 (2017)","journal-title":"ACM SIGMOD Rec."},{"issue":"5","key":"9_CR17","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1109\/MCG.2004.39","volume":"1","author":"PC Wong","year":"2004","unstructured":"Wong, P.C., Thomas, J.: Visual analytics. IEEE Comput. Graph. Appl. 1(5), 20\u201321 (2004)","journal-title":"IEEE Comput. Graph. Appl."},{"key":"9_CR18","doi-asserted-by":"publisher","first-page":"198","DOI":"10.1057\/PALGRAVE.IVS.9500184","volume":"7","author":"J Zhao","year":"2008","unstructured":"Zhao, J., Forer, P., Harvey, A.S.: Activities, ringmaps and geovisualization of large human movement fields. Inf. Visual. 7, 198\u2013209 (2008)","journal-title":"Inf. Visual."}],"container-title":["Lecture Notes in Computer Science","Advanced Analytics and Learning on Temporal Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-65742-0_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,15]],"date-time":"2025-12-15T01:01:50Z","timestamp":1765760510000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-65742-0_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030657413","9783030657420"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-65742-0_9","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":"16 December 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AALTD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Workshop on Advanced Analytics and Learning on Temporal Data","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ghent","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Belgium","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":"18 September 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 September 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aaltd2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/project.inria.fr\/aaltd20\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-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":"29","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":"15","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":"0","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":"52% - 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":"2-3","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":"2-3","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":"This content has been made available to all.","name":"free","label":"Free to read"}]}}