{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,12]],"date-time":"2024-09-12T15:56:01Z","timestamp":1726156561483},"publisher-location":"Cham","reference-count":12,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030964979"},{"type":"electronic","value":"9783030964986"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-030-96498-6_25","type":"book-chapter","created":{"date-parts":[[2022,3,9]],"date-time":"2022-03-09T11:03:04Z","timestamp":1646823784000},"page":"420-429","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Reconstructing Piezoelectric Responses over a Lattice: Adaptive Sampling of Low Dimensional Time Series Representations Based on Relative Isolation and Gradient Size"],"prefix":"10.1007","author":[{"given":"Michael R.","family":"Lindstrom","sequence":"first","affiliation":[]},{"given":"William J.","family":"Swartworth","sequence":"additional","affiliation":[]},{"given":"Deanna","family":"Needell","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,3,10]]},"reference":[{"issue":"6","key":"25_CR1","first-page":"2018061","volume":"4","author":"H Chang","year":"2018","unstructured":"Chang, H., Zhiwen, Y., Zhiyong, Y., Qi, A., Bin, G.: Air quality estimation based on active learning and kriging interpolation. Big Data Res. 4(6), 2018061 (2018)","journal-title":"Big Data Res."},{"key":"25_CR2","doi-asserted-by":"publisher","unstructured":"Damelin, S.B., Hoang, N.: On surface completion and image inpainting by biharmonic functions: numerical aspects. Int. J. Math. Math. Sci. 2018 (2018). https:\/\/doi.org\/10.1155\/2018\/3950312. Article ID 3950312","DOI":"10.1155\/2018\/3950312"},{"issue":"3","key":"25_CR3","first-page":"238","volume":"57","author":"E Fix","year":"1989","unstructured":"Fix, E., Hodges, J.L.: Discriminatory analysis. Nonparametric discrimination: consistency properties. Int. Stat. Rev.\/Revue Internationale de Statistique 57(3), 238\u2013247 (1989)","journal-title":"Int. Stat. Rev.\/Revue Internationale de Statistique"},{"key":"25_CR4","unstructured":"Hu, Y., Zhang, D., Jin, Z., Cai, D., He, X.: Active learning via neighborhood reconstruction. In: Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence, pp. 1415\u20131421. Citeseer (2013)"},{"key":"25_CR5","unstructured":"Hyndman, R.L., Zhang, X., King, M.L., et al.: Bandwidth selection for multivariate kernel density estimation using MCMC. In: Econometric Society 2004 Australasian Meetings, no. 120. Econometric Society (2004)"},{"issue":"2065","key":"25_CR6","doi-asserted-by":"publisher","first-page":"20150202","DOI":"10.1098\/rsta.2015.0202","volume":"374","author":"IT Jolliffe","year":"2016","unstructured":"Jolliffe, I.T., Cadima, J.: Principal component analysis: a review and recent developments. Philos. Trans. R. Soc. A Math. Phys. Eng. Sci. 374(2065), 20150202 (2016)","journal-title":"Philos. Trans. R. Soc. A Math. Phys. Eng. Sci."},{"issue":"1","key":"25_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1038\/s41524-019-0267-z","volume":"6","author":"KP Kelley","year":"2020","unstructured":"Kelley, K.P., et al.: Tensor factorization for elucidating mechanisms of piezoresponse relaxation via dynamic Piezoresponse Force Spectroscopy. npj Comput. Mater. 6(1), 1\u20138 (2020)","journal-title":"npj Comput. Mater."},{"issue":"22","key":"25_CR8","doi-asserted-by":"publisher","first-page":"7109","DOI":"10.1088\/0022-3727\/40\/22\/037","volume":"40","author":"D Kiselev","year":"2007","unstructured":"Kiselev, D., Bdikin, I., Selezneva, E., Bormanis, K., Sternberg, A., Kholkin, A.: Grain size effect and local disorder in polycrystalline relaxors via scanning probe microscopy. J. Phys. D Appl. Phys. 40(22), 7109 (2007)","journal-title":"J. Phys. D Appl. Phys."},{"issue":"10","key":"25_CR9","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1063\/1.881238","volume":"43","author":"D Rugar","year":"1990","unstructured":"Rugar, D., Hansma, P.: Atomic force microscopy. Phys. Today 43(10), 23\u201330 (1990)","journal-title":"Phys. Today"},{"key":"25_CR10","unstructured":"Settles, B.: Active learning literature survey (2009)"},{"key":"25_CR11","unstructured":"Swartworth, W., Lindstrom, M., Needell, D.: RIGS Code. https:\/\/github.com\/wswartworth\/active_imaging"},{"key":"25_CR12","doi-asserted-by":"crossref","unstructured":"Xu, T.B.: Energy harvesting using piezoelectric materials in aerospace structures. In: Structural Health Monitoring (SHM) in Aerospace Structures, pp. 175\u2013212. Elsevier (2016)","DOI":"10.1016\/B978-0-08-100148-6.00007-X"}],"container-title":["Communications in Computer and Information Science","Driving Scientific and Engineering Discoveries Through the Integration of Experiment, Big Data, and Modeling and Simulation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-96498-6_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,5]],"date-time":"2022-07-05T09:08:56Z","timestamp":1657012136000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-96498-6_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783030964979","9783030964986"],"references-count":12,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-96498-6_25","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"10 March 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SMC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Smoky Mountains Computational Sciences and Engineering Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 October 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 October 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"smc2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/smc2021.ornl.gov","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-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":"88","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":"33","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":"3","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":"38% - 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":"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":"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)"}}]}}