{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,2]],"date-time":"2025-06-02T08:28:39Z","timestamp":1748852919735},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319458168"},{"type":"electronic","value":"9783319458175"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"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":[[2016]]},"DOI":"10.1007\/978-3-319-45817-5_5","type":"book-chapter","created":{"date-parts":[[2016,9,17]],"date-time":"2016-09-17T16:16:04Z","timestamp":1474128964000},"page":"56-67","source":"Crossref","is-referenced-by-count":2,"title":["Real-Time Anomaly Detection over ECG Data Stream Based on Component Spectrum"],"prefix":"10.1007","author":[{"given":"Meng","family":"Wu","sequence":"first","affiliation":[]},{"given":"Zhen","family":"Qiu","sequence":"additional","affiliation":[]},{"given":"Shenda","family":"Hong","sequence":"additional","affiliation":[]},{"given":"Hongyan","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,9,18]]},"reference":[{"key":"5_CR1","doi-asserted-by":"crossref","unstructured":"Cao, L., Yang, D., Wang, Q., Yu, Y., Wang, J., Rundensteiner, E.A.: Scalable distance-based outlier detection over high-volume data streams. In: International Conference on Data Engineering, pp. 76\u201387. IEEE (2014)","DOI":"10.1109\/ICDE.2014.6816641"},{"key":"5_CR2","unstructured":"Jiang, X., Xie, C.: Home health telemonitoring system and data analyzing of physical parameters. In: Computer Engineering and Applications, pp. 213\u2013215 (2011). (in Chinese)"},{"key":"5_CR3","doi-asserted-by":"crossref","unstructured":"Goldberger, A.L., Amaral, L.A.N., Glass, L., Hausdorff, J.M., Ivanov, P.C., Mark, R.G., et al.: Physiobank physiotoolkit. physionet: components of a new research resource for complex physiologic signals. Circulation 215\u2013220 (2000)","DOI":"10.1161\/01.CIR.101.23.e215"},{"key":"5_CR4","unstructured":"Tsien, C.L.: Reducing false alarms in the intensive care unit: a systematic comparison of four algorithms. In: Proceedings: A Conference of the American Medical Informatics Association. AMIA Annual Fall Symposium, vol. 4, p. 894 (1997)"},{"issue":"1","key":"5_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/2806890","volume":"16","author":"J Ma","year":"2016","unstructured":"Ma, J., Sun, L., Wang, H., Zhang, Y., Aickelin, U.: Supervised anomaly detection in uncertain pseudoperiodic data streams. ACM Trans. Internet Technol. 16(1), 1\u201320 (2016)","journal-title":"ACM Trans. Internet Technol."},{"issue":"2","key":"5_CR6","doi-asserted-by":"crossref","first-page":"68","DOI":"10.1109\/TBDATA.2015.2498156","volume":"1","author":"S Liu","year":"2015","unstructured":"Liu, S., Qu, Q., Chen, L., Ni, L.M.: SMC: a practical schema for privacy-preserved data sharing over distributed data streams. IEEE Trans. Big Data 1(2), 68\u201381 (2015)","journal-title":"IEEE Trans. Big Data"},{"key":"5_CR7","doi-asserted-by":"crossref","unstructured":"Stephenson Jr., H.E., Reid, L.C., Hinton, J.W.: Some common denominators in 1200 cases of cardiac arrest. Ann. Surg. 137(5), 731\u2013744 (1953)","DOI":"10.1097\/00000658-195305000-00015"},{"key":"5_CR8","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1016\/j.neucom.2011.10.045","volume":"116","author":"JS Wang","year":"2013","unstructured":"Wang, J.S., Chiang, W.C., Hsu, Y.L., Yang, Y.T.C.: ECG arrhythmia classification using a probabilistic neural network with a feature reduction method. Neurocomputing 116, 38\u201345 (2013)","journal-title":"Neurocomputing"},{"issue":"11","key":"5_CR9","doi-asserted-by":"crossref","first-page":"3442","DOI":"10.1016\/j.asoc.2012.07.007","volume":"12","author":"B Do\u01e7an","year":"2012","unstructured":"Do\u01e7an, B., Kor\u00fcrek, M.: A new ECG beat clustering method based on kernelized fuzzy c-means and hybrid ant colony optimization for continuous domains. Appl. Soft Comput. 12(11), 3442\u20133451 (2012)","journal-title":"Appl. Soft Comput."},{"key":"5_CR10","doi-asserted-by":"crossref","unstructured":"Qi, J., Zhang, R., Ramamohanarao, K., Wang, H., Wen, Z., Wu, D.: Indexable online time series segmentation with error bound guarantee. World Wide Web-internet Web Inf. Syst., 1\u201343 (2013)","DOI":"10.1007\/s11280-013-0256-y"},{"key":"5_CR11","doi-asserted-by":"crossref","unstructured":"Ngo, D.H., Veeravalli, B.: Design of a real-time morphology-based anomaly detection method from ECG streams. In: International Conference on Bioinformatics and Biomedicine, pp. 829\u2013836. IEEE (2015)","DOI":"10.1109\/BIBM.2015.7359793"},{"key":"5_CR12","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-14142-8_8","volume-title":"Outlier Analysis","author":"CC Aggarwal","year":"2015","unstructured":"Aggarwal, C.C.: Outlier Analysis. Springer Publishing Company, New York (2015)"},{"issue":"3","key":"5_CR13","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1145\/1541880.1541882","volume":"41","author":"V Chandola","year":"2009","unstructured":"Chandola, V., Banerjee, A., Kumar, V.: Anomaly detection: a survey. ACM Comput. Surv. 41(3), 75\u201379 (2009)","journal-title":"ACM Comput. Surv."},{"key":"5_CR14","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1016\/j.neucom.2012.09.008","volume":"103","author":"J Wang","year":"2013","unstructured":"Wang, J., Sun, X., She, M.F.H., Kouzani, A., Nahavandi, S.: Unsupervised mining of long time series based on latent topic model. Neurocomputing 103, 93\u2013103 (2013)","journal-title":"Neurocomputing"},{"key":"5_CR15","doi-asserted-by":"crossref","unstructured":"Qu, Q., Qiu, J., Sun, C., Wang, Y.: Graph-based knowledge representation model and pattern retrieval. In: International Conference on Fuzzy Systems and Knowledge Discovery, vol. 5, pp. 541\u2013545 (2008)","DOI":"10.1109\/FSKD.2008.7"},{"key":"5_CR16","unstructured":"Arthur, D., Vassilvitskii, S.: k-means++: the advantages of careful seeding. In: ACM-SIAM Symposium on Discrete Algorithms, vol. 11, pp. 1027\u20131035 (2007)"},{"key":"5_CR17","doi-asserted-by":"crossref","unstructured":"Breunig, M.M., Kriegel, H.P., Ng, R.T., Sander, J.: LOF: identifying density-based local outliers. In: Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, pp. 93\u2013104 (2000)","DOI":"10.1145\/342009.335388"},{"key":"5_CR18","doi-asserted-by":"crossref","unstructured":"Shabib, A., Narang, A., Niddodi, C.P., Das, M.: Parallelization of searching and mining time series data using dynamic time warping. In: International Conference on Advances in Computing, Communications and Informatics. IEEE (2015)","DOI":"10.1109\/ICACCI.2015.7275633"},{"issue":"1","key":"5_CR19","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1109\/LSP.2012.2229976","volume":"20","author":"LN Smith","year":"2013","unstructured":"Smith, L.N., Elad, M.: Improving dictionary learning: multiple dictionary updates and coefficient reuse. IEEE Sig. Process. Lett. 20(1), 79\u201382 (2013)","journal-title":"IEEE Sig. Process. Lett."},{"key":"5_CR20","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."}],"container-title":["Lecture Notes in Computer Science","Web Technologies and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-45817-5_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,13]],"date-time":"2019-09-13T17:47:59Z","timestamp":1568396879000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-45817-5_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319458168","9783319458175"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-45817-5_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}