{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,8]],"date-time":"2026-01-08T21:58:26Z","timestamp":1767909506112,"version":"3.49.0"},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2019,9,13]],"date-time":"2019-09-13T00:00:00Z","timestamp":1568332800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,9,13]],"date-time":"2019-09-13T00:00:00Z","timestamp":1568332800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61772136"],"award-info":[{"award-number":["61772136"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61370210"],"award-info":[{"award-number":["61370210"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Fujian Provincial Nature Science Foundation of China","award":["2019J01245"],"award-info":[{"award-number":["2019J01245"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Ambient Intell Human Comput"],"published-print":{"date-parts":[[2021,1]]},"DOI":"10.1007\/s12652-019-01475-z","type":"journal-article","created":{"date-parts":[[2019,9,13]],"date-time":"2019-09-13T04:31:08Z","timestamp":1568349068000},"page":"245-259","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":33,"title":["Data recovery in wireless sensor networks based on attribute correlation and extremely randomized trees"],"prefix":"10.1007","volume":"12","author":[{"given":"Hongju","family":"Cheng","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leihuo","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ruixing","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fangwan","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chunyu","family":"Tu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2051-9462","authenticated-orcid":false,"given":"Zhiyong","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,9,13]]},"reference":[{"issue":"4","key":"1475_CR1","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1016\/S1389-1286(01)00302-4","volume":"38","author":"IF Akyildiz","year":"2002","unstructured":"Akyildiz IF, Su W, Sankarasubramaniam Y et al (2002) Wireless sensor networks: a survey. Comput Netw 38(4):393\u2013422","journal-title":"Comput Netw"},{"issue":"2","key":"1475_CR2","doi-asserted-by":"publisher","first-page":"489","DOI":"10.1109\/TIT.2005.862083","volume":"52","author":"EJ Candes","year":"2006","unstructured":"Candes EJ, Romberg J, Tao T (2006) Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information. IEEE Trans Inf Theory 52(2):489\u2013509","journal-title":"IEEE Trans Inf Theory"},{"key":"1475_CR3","doi-asserted-by":"crossref","unstructured":"Chen G, Liu X, Kong L, et al (2013) JSSDR: Joint-sparse sensory data recovery in wireless sensor networks. In: IEEE international conference on wireless & mobile computing. IEEE, pp 367\u2013374","DOI":"10.1109\/WiMOB.2013.6673386"},{"key":"1475_CR4","doi-asserted-by":"crossref","unstructured":"Chen W, Xiao P, Yu Z, et al (2018) The recovery algorithm of saturated sar raw data based on compressed sensing. In: IGARSS 2018\u20132018 IEEE international geoscience and remote sensing symposium, pp 8018\u20138021","DOI":"10.1109\/IGARSS.2018.8517501"},{"issue":"10","key":"1475_CR5","first-page":"1","volume":"18","author":"J Chen","year":"2018","unstructured":"Chen J, Jia J, Deng Y et al (2018b) Adaptive compressive sensing and data recovery for periodical monitoring wireless sensor networks. Sensors (Basel, Switzerland) 18(10):1\u201317","journal-title":"Sensors (Basel, Switzerland)"},{"key":"1475_CR6","doi-asserted-by":"crossref","unstructured":"Chen C, Ding Y, Xie X, et al (2019) TrajCompressor: an online map-matching-based trajectory compression framework leveraging vehicle heading direction and change. In: IEEE transactions on intelligent transportation systems, to appear","DOI":"10.1109\/TITS.2019.2910591"},{"key":"1475_CR7","doi-asserted-by":"crossref","unstructured":"Cheng H, Wu L, Zhang Y, et al (2018) Data recovery in wireless sensor networks using Markov random field model. In: 2018 tenth international conference on advanced computational intelligence (ICACI). IEEE, pp 706\u2013711","DOI":"10.1109\/ICACI.2018.8377547"},{"issue":"4","key":"1475_CR8","doi-asserted-by":"publisher","first-page":"1289","DOI":"10.1109\/TIT.2006.871582","volume":"52","author":"DL Donoho","year":"2006","unstructured":"Donoho DL (2006) Compressed sensing. IEEE Trans Inf Theory 52(4):1289\u20131306","journal-title":"IEEE Trans Inf Theory"},{"issue":"1","key":"1475_CR9","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s10994-006-6226-1","volume":"63","author":"P Geurts","year":"2006","unstructured":"Geurts P, Ernst D, Wehenkel L (2006) Extremely randomized trees. Mach Learn 63(1):3\u201342","journal-title":"Mach Learn"},{"key":"1475_CR10","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2018.2876841","author":"L Gong","year":"2018","unstructured":"Gong L, Zhao Y, Chaocan X et al (2018) Robust light-weight magnetic-based door event detection with smartphones. IEEE Trans Mob Comput. https:\/\/doi.org\/10.1109\/TMC.2018.2876841","journal-title":"IEEE Trans Mob Comput"},{"key":"1475_CR11","doi-asserted-by":"crossref","unstructured":"Guo S, Chen C, Liu Y et al (2019) ROD-Revenue: seeking strategies analysis and revenue prediction in ride-on-demand service using multi-source urban data. In: IEEE transactions on mobile computing (TMC), to appear","DOI":"10.1109\/TMC.2019.2921959"},{"issue":"12","key":"1475_CR12","doi-asserted-by":"publisher","first-page":"2230","DOI":"10.1109\/LCOMM.2015.2489212","volume":"19","author":"J He","year":"2015","unstructured":"He J, Sun G, Zhang Y et al (2015) Data recovery in wireless sensor networks with joint matrix completion and sparsity constraints. IEEE Commun Lett 19(12):2230\u20132233","journal-title":"IEEE Commun Lett"},{"issue":"1","key":"1475_CR25","doi-asserted-by":"publisher","first-page":"23816","DOI":"10.1109\/ACCESS.2019.2899402","volume":"7","author":"M Huang","year":"2019","unstructured":"Huang M, Liu W, Wang T et al (2019) A queuing delay utilization scheme for on-path service aggregation in services oriented computing networks. IEEE Access 7(1):23816\u201323833","journal-title":"IEEE Access"},{"key":"1475_CR13","unstructured":"Intel (2019) Intel Lab Data[EB\/OL]. (2004-6-2) [2019-01-17]http:\/\/db.csail.mit.edu\/labdata\/labdata.html. Accessed 17 Jan 2019"},{"issue":"1","key":"1475_CR14","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1080\/0952813X.2015.1132262","volume":"29","author":"S Kamalesh","year":"2017","unstructured":"Kamalesh S, Ganesh Kumar P (2017) Data aggregation in wireless sensor network using SVM based failure detection and loss recovery. J Exp Theor Artif Intell 29(1):133\u2013147","journal-title":"J Exp Theor Artif Intell"},{"key":"1475_CR15","unstructured":"Kohei O, Yoshihiro Y, Koji K, et al (2016) Environmental data recovery using polynomial regression for large-scale wireless sensor networks. In: SENSORNETS 2016. 5th international conference on sensor networks, pp 161\u2013168"},{"key":"1475_CR16","doi-asserted-by":"crossref","unstructured":"Mo L, He Y, Liu Y, et al (2009) Canopy closure estimates with GreenOrbs: sustainable sensing in the forest. In: SenSys 09: proceedings of the 7th ACM conference on embedded networked sensor systems","DOI":"10.1145\/1644038.1644049"},{"key":"1475_CR17","doi-asserted-by":"crossref","unstructured":"Pattem S, Krishnamachari B, Ramesh G (2004) The impact of spatial correlation on routing with compression in wireless sensor networks. In: International symposium on information processing in sensor networks. IEEE, pp 28\u201335","DOI":"10.1145\/984622.984627"},{"key":"1475_CR18","first-page":"1","volume":"2015","author":"M Roberto","year":"2015","unstructured":"Roberto M, Jose C, Pedro G (2015) Multivariate statistical approach for anomaly detection and lost data recovery in wireless sensor networks. Int J Distrib Sens Netw 2015:1\u201320","journal-title":"Int J Distrib Sens Netw"},{"key":"1475_CR19","unstructured":"Shabir AS, Roohie, Naaz M (2017) Natural algorithm based adaptive architecture for underwater wireless sensor networks. In: 2017 international conference on wireless communications, signal processing and networking (WiSPNET), pp 2343\u20132346"},{"key":"1475_CR20","unstructured":"Slim R, Mounira O, Boularbah S (2018) SAR Images Compressed Sensing Based on Recovery Algorithms. In: IGARSS 2018\u20132018 IEEE international geoscience and remote sensing symposium, pp 8897-8900"},{"issue":"11","key":"1475_CR21","doi-asserted-by":"publisher","first-page":"1658","DOI":"10.1109\/TPDS.2010.37","volume":"21","author":"W Song","year":"2010","unstructured":"Song W, Huang R, Xu M et al (2010) Design and deployment of sensor network for real-time high-fidelity volcano monitoring. IEEE Trans Parallel Distrib Syst 21(11):1658\u20131674","journal-title":"IEEE Trans Parallel Distrib Syst"},{"issue":"2","key":"1475_CR22","doi-asserted-by":"publisher","first-page":"316","DOI":"10.1109\/TNET.2006.872544","volume":"14","author":"MC Vuran","year":"2006","unstructured":"Vuran MC, Akyildiz IF (2006) Spatial correlation-based collaborative medium access control in wireless sensor networks. IEEE\/ACM Trans Netw 14(2):316\u2013329","journal-title":"IEEE\/ACM Trans Netw"},{"issue":"9","key":"1475_CR23","doi-asserted-by":"publisher","first-page":"2101","DOI":"10.1109\/TMC.2018.2793908","volume":"17","author":"J Wang","year":"2018","unstructured":"Wang J, Wang Y, Zhang D et al (2018) Multi-task allocation in mobile crowd sensing with individual task quality assurance. IEEE Trans Mob Comput 17(9):2101\u20132113","journal-title":"IEEE Trans Mob Comput"},{"issue":"7","key":"1475_CR24","doi-asserted-by":"publisher","first-page":"1661","DOI":"10.1109\/TMC.2018.2865355","volume":"18","author":"J Wang","year":"2019","unstructured":"Wang J, Wang F, Wang Y et al (2019) Social-network-assisted worker recruitment in mobile crowd sensing. IEEE Trans Mob Comput 18(7):1661\u20131673","journal-title":"IEEE Trans Mob Comput"}],"container-title":["Journal of Ambient Intelligence and Humanized Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-019-01475-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12652-019-01475-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12652-019-01475-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,2,19]],"date-time":"2021-02-19T22:38:30Z","timestamp":1613774310000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12652-019-01475-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9,13]]},"references-count":25,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,1]]}},"alternative-id":["1475"],"URL":"https:\/\/doi.org\/10.1007\/s12652-019-01475-z","relation":{},"ISSN":["1868-5137","1868-5145"],"issn-type":[{"value":"1868-5137","type":"print"},{"value":"1868-5145","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,9,13]]},"assertion":[{"value":"26 May 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 August 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"13 September 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Compliance with ethical standards"}},{"value":"The authors declare that they have no conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}]}}