{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T09:49:03Z","timestamp":1762508943575,"version":"3.37.3"},"reference-count":41,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2023,2,25]],"date-time":"2023-02-25T00:00:00Z","timestamp":1677283200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,2,25]],"date-time":"2023-02-25T00:00:00Z","timestamp":1677283200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"Provincial Key Research and Development Program of Anhui of China","award":["201904d07020010"],"award-info":[{"award-number":["201904d07020010"]}]},{"name":"Science and Technology Program of Huangshan of China","award":["2019KN-05"],"award-info":[{"award-number":["2019KN-05"]}]},{"name":"Anhui Key Laboratory of Intelligent Building and Building Energy Conservation of Anhui Jianzhu University","award":["IBES2021KF05"],"award-info":[{"award-number":["IBES2021KF05"]}]},{"name":"Scientific and Technological Achievement Cultivation Project of Intelligent Manufacturing Research Institute of Hefei University of Technology","award":["IMIPY2021022"],"award-info":[{"award-number":["IMIPY2021022"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Vis"],"published-print":{"date-parts":[[2023,8]]},"DOI":"10.1007\/s12650-023-00911-9","type":"journal-article","created":{"date-parts":[[2023,2,25]],"date-time":"2023-02-25T16:02:41Z","timestamp":1677340961000},"page":"957-976","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["WaterExcVA: a system for exploring and visualizing data exception in urban water supply"],"prefix":"10.1007","volume":"26","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0554-7497","authenticated-orcid":false,"given":"Qiang","family":"Lu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yifan","family":"Ge","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jingang","family":"Rao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Ling","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ye","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhenya","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,2,25]]},"reference":[{"issue":"6","key":"911_CR1","doi-asserted-by":"publisher","first-page":"1425","DOI":"10.2166\/hydro.2014.097","volume":"16","author":"I Abdullaev","year":"2014","unstructured":"Abdullaev I, Rakhmatullaev S (2014) Data management for integrated water resources management in central asia. J Hydroinf 16(6):1425\u20131440. https:\/\/doi.org\/10.2166\/hydro.2014.097","journal-title":"J Hydroinf"},{"key":"911_CR2","doi-asserted-by":"publisher","unstructured":"Alves C, Cota MP, Castro M (2020) MLV-viewer: Data mining visualizations in decision support system. In: 2020 15th Iberian conference on information systems and technologies (CISTI). https:\/\/doi.org\/10.23919\/CISTI49556.2020.9140825","DOI":"10.23919\/CISTI49556.2020.9140825"},{"key":"911_CR3","doi-asserted-by":"publisher","first-page":"1097","DOI":"10.1016\/j.proeng.2014.11.230","volume":"89","author":"G Anzaldi","year":"2014","unstructured":"Anzaldi G, Rubion E, Corchero A et al (2014) Towards an enhanced knowledge-based decision support system (DSS) for integrated water resource management (IWRM). Procedia Eng 89:1097\u20131104. https:\/\/doi.org\/10.1016\/j.proeng.2014.11.230","journal-title":"Procedia Eng"},{"issue":"1","key":"911_CR4","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1109\/TVCG.2015.2466971","volume":"22","author":"M Brehmer","year":"2015","unstructured":"Brehmer M, Ng J, Tate K et al (2015) Matches, mismatches, and methods: multiple-view workflows for energy portfolio analysis. IEEE Trans Visual Comput Graph 22(1):449\u2013458. https:\/\/doi.org\/10.1109\/TVCG.2015.2466971","journal-title":"IEEE Trans Visual Comput Graph"},{"issue":"1","key":"911_CR5","doi-asserted-by":"publisher","first-page":"511","DOI":"10.1109\/TVCG.2016.2598876","volume":"23","author":"C Bryan","year":"2017","unstructured":"Bryan C, Ma KL, Woodring J (2017) Temporal summary images: an approach to narrative visualization via interactive annotation generation and placement. IEEE Trans Vis Comput Graph 23(1):511\u2013520. https:\/\/doi.org\/10.1109\/TVCG.2016.2598876","journal-title":"IEEE Trans Vis Comput Graph"},{"issue":"1","key":"911_CR6","doi-asserted-by":"publisher","first-page":"747","DOI":"10.1109\/TVCG.2015.2467434","volume":"22","author":"J Byska","year":"2015","unstructured":"Byska J, Muzic ML, Groller ME et al (2015) Animoaminominer: exploration of protein tunnels and their properties in molecular dynamics. IEEE Trans Visual Comput Graph 22(1):747\u2013756. https:\/\/doi.org\/10.1109\/TVCG.2015.2467434","journal-title":"IEEE Trans Visual Comput Graph"},{"issue":"1","key":"911_CR7","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1109\/TIT.1967.1053964","volume":"13","author":"TM Cover","year":"1953","unstructured":"Cover TM, Hart PE (1953) Nearest neighbor pattern classification. IEEE Trans Inf Theory 13(1):21\u201327. https:\/\/doi.org\/10.1109\/TIT.1967.1053964","journal-title":"IEEE Trans Inf Theory"},{"key":"911_CR8","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2796591","author":"E Cuenca","year":"2018","unstructured":"Cuenca E, Sallaberry A, Wang FY et al (2018) Multistream: a multiresolution streamgraph approach to explore hierarchical time series. IEEE Trans Visual Comput Graph. https:\/\/doi.org\/10.1109\/TVCG.2018.2796591","journal-title":"IEEE Trans Visual Comput Graph"},{"issue":"3","key":"911_CR9","doi-asserted-by":"publisher","first-page":"1919","DOI":"10.1109\/JIOT.2019.2963250","volume":"7","author":"W Dong","year":"2019","unstructured":"Dong W, Yang Q et al (2019) Data-driven solution for optimal pumping units scheduling of smart water conservancy. IEEE Internet Things J 7(3):1919\u20131926. https:\/\/doi.org\/10.1109\/JIOT.2019.2963250","journal-title":"IEEE Internet Things J"},{"key":"911_CR10","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.13894","author":"C Eichner","year":"2019","unstructured":"Eichner C, Schumann H, Tominski C (2019) Making parameter dependencies of time\u2014series segmentation visually understandable. Comput Graph Forum. https:\/\/doi.org\/10.1111\/cgf.13894","journal-title":"Comput Graph Forum"},{"issue":"1","key":"911_CR11","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1109\/TVCG.2017.2744199","volume":"24","author":"M Gleicher","year":"2018","unstructured":"Gleicher M (2018) Considerations for visualizing comparison. IEEE Trans Visual Comput Graph 24(1):413. https:\/\/doi.org\/10.1109\/TVCG.2017.2744199","journal-title":"IEEE Trans Visual Comput Graph"},{"key":"911_CR12","doi-asserted-by":"publisher","unstructured":"Han H, Oikonomou K, Chalapathi N, et\u00a0al (2020) Interactive visualization of interdependent power and water infrastructure operation. In: 2020 IEEE power and energy society innovative smart grid technologies conference (ISGT). https:\/\/doi.org\/10.1109\/ISGT45199.2020.9087680","DOI":"10.1109\/ISGT45199.2020.9087680"},{"key":"911_CR13","doi-asserted-by":"publisher","unstructured":"Jeurkar V, Inamdar M, Kale P et\u00a0al (2020) IoT based water management system. In: 2020 international conference on industry 4.0 technology (I4Tech). https:\/\/doi.org\/10.1109\/I4Tech48345.2020.9102686","DOI":"10.1109\/I4Tech48345.2020.9102686"},{"key":"911_CR14","doi-asserted-by":"publisher","unstructured":"Ke X, Guo S, Nan C et\u00a0al (2018) Ecglens: Interactive visual exploration of large scale ECG data for arrhythmia detection. In: Chi conference. https:\/\/doi.org\/10.1145\/3173574.3174237","DOI":"10.1145\/3173574.3174237"},{"issue":"8","key":"911_CR15","doi-asserted-by":"publisher","first-page":"2554","DOI":"10.1109\/TVCG.2018.2851227","volume":"25","author":"J Li","year":"2019","unstructured":"Li J, Chen S, Zhang K et al (2019) Cope: Interactive exploration of co-occurrence patterns in spatial time series. IEEE Trans Visual Comput Graph 25(8):2554\u20132567. https:\/\/doi.org\/10.1109\/TVCG.2018.2851227","journal-title":"IEEE Trans Visual Comput Graph"},{"key":"911_CR16","doi-asserted-by":"publisher","unstructured":"Lim H, Kim W, Jung J (2018) Integrated water cycle management system for smart cities. In: 2018 2nd international conference on green energy and applications (ICGEA). https:\/\/doi.org\/10.1109\/ICGEA.2018.8356311","DOI":"10.1109\/ICGEA.2018.8356311"},{"issue":"1","key":"911_CR17","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1007\/s12650-019-00608-y","volume":"23","author":"C Liu","year":"2020","unstructured":"Liu C, Li Y, Yang C et al (2020) Event-based exploration and comparison on time-varying ensembles. J Visual 23(1):111\u2013123","journal-title":"J Visual"},{"issue":"46","key":"911_CR18","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s00371-017-1409-2","volume":"33","author":"Q Lu","year":"2017","unstructured":"Lu Q, Chai B, Zhang H (2017) Evaluation on visualization methods of dynamic collaborative relationships for project management. Vis Comput 33(46):1\u201312. https:\/\/doi.org\/10.1007\/s00371-017-1409-2","journal-title":"Vis Comput"},{"issue":"2","key":"911_CR19","doi-asserted-by":"publisher","first-page":"793","DOI":"10.1007\/s11227-019-02924-4","volume":"76","author":"Q Lu","year":"2020","unstructured":"Lu Q, Xu W, Zhang H et al (2020) Electricvis: visual analysis system for power supply data of smart city. J Supercomput 76(2):793\u2013813. https:\/\/doi.org\/10.1007\/s11227-019-02924-4","journal-title":"J Supercomput"},{"key":"911_CR20","doi-asserted-by":"publisher","unstructured":"Morrow B, Manz T, Chung AE, et\u00a0al (2019) Periphery plots for contextualizing heterogeneous time-based charts. In: 2019 IEEE visualization conference (VIS), pp 1\u20135. https:\/\/doi.org\/10.1109\/VISUAL.2019.8933582","DOI":"10.1109\/VISUAL.2019.8933582"},{"key":"911_CR21","doi-asserted-by":"publisher","unstructured":"Pablo J, Pajigal CJ, Palileo C et\u00a0al (2020) Developing a web-based water incident management system with decision support. In: 2020 IEEE 7th international conference on industrial engineering and applications (ICIEA). https:\/\/doi.org\/10.1109\/ICIEA49774.2020.9101965","DOI":"10.1109\/ICIEA49774.2020.9101965"},{"key":"911_CR22","doi-asserted-by":"publisher","first-page":"2704","DOI":"10.1109\/ACCESS.2015.2509426","volume":"3","author":"A Page","year":"2017","unstructured":"Page A, Soyata T, Couderc JP et al (2017) An open source ECG clock generator for visualization of long-term cardiac monitoring data. IEEE Access 3:2704\u20132714. https:\/\/doi.org\/10.1109\/ACCESS.2015.2509426","journal-title":"IEEE Access"},{"issue":"6","key":"911_CR23","doi-asserted-by":"publisher","first-page":"2297","DOI":"10.1073\/pnas.88.6.2297","volume":"88","author":"SM Pincus","year":"1991","unstructured":"Pincus SM (1991) Approximate entropy as a measure of system complexity. Proc Natl Acad Sci USA 88(6):2297\u20132301. https:\/\/doi.org\/10.1073\/pnas.88.6.2297","journal-title":"Proc Natl Acad Sci USA"},{"key":"911_CR24","doi-asserted-by":"publisher","unstructured":"Qiu Y, Xie H, Sun J, et\u00a0al (2019) A novel spatiotemporal data model for river water quality visualization and analysis. IEEE Access 7:155,455\u2013155,461. https:\/\/doi.org\/10.1109\/ACCESS.2019.2949034","DOI":"10.1109\/ACCESS.2019.2949034"},{"issue":"1","key":"911_CR25","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1109\/TVCG.2016.2598828","volume":"23","author":"D Ren","year":"2016","unstructured":"Ren D, Amershi S, Lee B et al (2016) Squares: supporting interactive performance analysis for multiclass classifiers. IEEE Trans Visual Comput Graph 23(1):61\u201370. https:\/\/doi.org\/10.1109\/TVCG.2016.2598828","journal-title":"IEEE Trans Visual Comput Graph"},{"issue":"1","key":"911_CR26","doi-asserted-by":"publisher","first-page":"872","DOI":"10.1109\/TVCG.2018.2865264","volume":"25","author":"G Ryan","year":"2018","unstructured":"Ryan G, Mosca A, Chang R et al (2018) At a glance: pixel approximate entropy as a measure of line chart complexity. IEEE Trans Visual Comput Graph 25(1):872\u2013881. https:\/\/doi.org\/10.1109\/TVCG.2018.2865264","journal-title":"IEEE Trans Visual Comput Graph"},{"key":"911_CR27","doi-asserted-by":"publisher","DOI":"10.5772\/intechopen.74700","author":"C Skoulikaris","year":"2018","unstructured":"Skoulikaris C, Filali-Meknassi Y, Aureli A et al (2018) Information-communication technologies as an integrated water resources management (IWRM) tool for sustainable development. Achiev Challenges Integrated River Basin Manag. https:\/\/doi.org\/10.5772\/intechopen.74700","journal-title":"Achiev Challenges Integrated River Basin Manag"},{"issue":"5","key":"911_CR28","doi-asserted-by":"publisher","first-page":"1005","DOI":"10.1007\/s12650-019-00586-1","volume":"22","author":"H Tang","year":"2019","unstructured":"Tang H, Wei S, Zhou Z et al (2019) Treeroses: outlier-centric monitoring and analysis of periodic time series data. J Visual 22(5):1005\u20131019","journal-title":"J Visual"},{"key":"911_CR29","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2467751","author":"J Walker","year":"2016","unstructured":"Walker J, Borgo R, Jones MW (2016) Timenotes: a study on effective chart visualization and interaction techniques for time-series data. IEEE Trans Visual Comput Graph. https:\/\/doi.org\/10.1109\/TVCG.2015.2467751","journal-title":"IEEE Trans Visual Comput Graph"},{"key":"911_CR30","doi-asserted-by":"publisher","DOI":"10.1007\/s12650-019-00585-2","author":"Y Wang","year":"2019","unstructured":"Wang Y, Yu M, Shan G et al (2019) Vispubcompas: a comparative analytical system for visualization publication data. J Visual. https:\/\/doi.org\/10.1007\/s12650-019-00585-2","journal-title":"J Visual"},{"issue":"1","key":"911_CR31","doi-asserted-by":"publisher","first-page":"260","DOI":"10.1109\/TVCG.2015.2468151","volume":"22","author":"Y Wu","year":"2015","unstructured":"Wu Y, Pitipornvivat N, Zhao J et al (2015) egoslider: Visual analysis of egocentric network evolution. IEEE Trans Visual Comput Graph 22(1):260\u2013269. https:\/\/doi.org\/10.1109\/TVCG.2015.2468151","journal-title":"IEEE Trans Visual Comput Graph"},{"issue":"10","key":"911_CR32","doi-asserted-by":"publisher","first-page":"2758","DOI":"10.1109\/TVCG.2017.2764459","volume":"24","author":"Y Wu","year":"2018","unstructured":"Wu Y, Chen Z, Sun G et al (2018) Streamexplorer: a multi-stage system for visually exploring events in social streams. IEEE Trans Visual Comput Graph 24(10):2758\u20132772. https:\/\/doi.org\/10.1109\/TVCG.2017.2764459","journal-title":"IEEE Trans Visual Comput Graph"},{"key":"911_CR33","doi-asserted-by":"publisher","unstructured":"Xiong F, Wang Q, Du Z, et\u00a0al (2019) Reconstruction of historical data and analysis on three-dimensional tourism climate resources in fanjing mountain scenic spot. In: 2019 international conference on meteorology observations (ICMO). https:\/\/doi.org\/10.1109\/ICMO49322.2019.9025961","DOI":"10.1109\/ICMO49322.2019.9025961"},{"issue":"1","key":"911_CR34","doi-asserted-by":"publisher","first-page":"1107","DOI":"10.1109\/TVCG.2019.2934613","volume":"26","author":"K Xu","year":"2020","unstructured":"Xu K, Wang Y, Yang L et al (2020) Clouddet: Interactive visual analysis of anomalous performances in cloud computing systems. IEEE Trans Visual Comput Graph 26(1):1107\u20131117. https:\/\/doi.org\/10.1109\/TVCG.2019.2934613","journal-title":"IEEE Trans Visual Comput Graph"},{"issue":"1","key":"911_CR35","doi-asserted-by":"publisher","first-page":"601","DOI":"10.1109\/TVCG.2019.2934660","volume":"26","author":"X Yue","year":"2019","unstructured":"Yue X, Bai J, Liu Q et al (2019) sportfolio: Stratified visual analysis of stock portfolios. IEEE Trans Visual Comput Graph 26(1):601\u2013610. https:\/\/doi.org\/10.1109\/TVCG.2019.2934660","journal-title":"IEEE Trans Visual Comput Graph"},{"key":"911_CR36","doi-asserted-by":"crossref","unstructured":"Zecchini M, Griesi AA, Chatzigiannakis I, et\u00a0al (2021) Identifying water consumption patterns in education buildings before, during and after Covid-19 lockdown periods. In: 2021 IEEE international conference on smart computing (SMARTCOMP). IEEE, pp 335\u2013340","DOI":"10.1109\/SMARTCOMP52413.2021.00069"},{"key":"911_CR37","doi-asserted-by":"publisher","unstructured":"Zhang J, Wei C (2018) The problems and optimal countermeasures of water resources supply and demand in Jilin city. In: International conference on engineering simulation and intelligent control. https:\/\/doi.org\/10.1109\/ESAIC.2018.00103","DOI":"10.1109\/ESAIC.2018.00103"},{"issue":"1","key":"911_CR38","doi-asserted-by":"publisher","first-page":"512","DOI":"10.1109\/TVCG.2018.2865076","volume":"25","author":"Y Zhang","year":"2018","unstructured":"Zhang Y, Kartik C, Cody D (2018) Idmvis: Temporal event sequence visualization for type 1 diabetes treatment decision support. IEEE Trans Visual Comput Graph 25(1):512\u2013522. https:\/\/doi.org\/10.1109\/TVCG.2018.2865076","journal-title":"IEEE Trans Visual Comput Graph"},{"issue":"1","key":"911_CR39","doi-asserted-by":"publisher","first-page":"246","DOI":"10.1109\/TVCG.2017.2744738","volume":"24","author":"X Zhao","year":"2018","unstructured":"Zhao X, Wu Y, Cui W et al (2018) Skylens: Visual analysis of skyline on multi-dimensional data. IEEE Trans Visual Comput Graph 24(1):246\u2013255. https:\/\/doi.org\/10.1109\/TVCG.2017.2744738","journal-title":"IEEE Trans Visual Comput Graph"},{"key":"911_CR40","unstructured":"Zhou Y, Jiang R, Qin H, et\u00a0al (2022) Representation and analysis of time-series data via deep embedding and visual exploration. J Visual 1\u201318"},{"key":"911_CR41","doi-asserted-by":"publisher","DOI":"10.1049\/iet-esi.2019.0039","author":"S Zuloaga","year":"2019","unstructured":"Zuloaga S, Khatavkar P, Vittal V et al (2019) Interdependent electric and water infrastructure modeling, optimization and control. IET Energy Syst Integr. https:\/\/doi.org\/10.1049\/iet-esi.2019.0039","journal-title":"IET Energy Syst Integr"}],"container-title":["Journal of Visualization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12650-023-00911-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s12650-023-00911-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s12650-023-00911-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,14]],"date-time":"2023-06-14T09:09:50Z","timestamp":1686733790000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s12650-023-00911-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,2,25]]},"references-count":41,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2023,8]]}},"alternative-id":["911"],"URL":"https:\/\/doi.org\/10.1007\/s12650-023-00911-9","relation":{},"ISSN":["1343-8875","1875-8975"],"issn-type":[{"type":"print","value":"1343-8875"},{"type":"electronic","value":"1875-8975"}],"subject":[],"published":{"date-parts":[[2023,2,25]]},"assertion":[{"value":"11 April 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 December 2022","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"16 January 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"25 February 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}},{"value":"This study does not contain any studies with Human or animal subjects performed by any of the authors.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"Ethics approval"}}]}}