{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:24:46Z","timestamp":1750220686945,"version":"3.41.0"},"publisher-location":"Singapore","reference-count":17,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811033247"},{"type":"electronic","value":"9789811033254"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"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":[[2017]]},"DOI":"10.1007\/978-981-10-3325-4_7","type":"book-chapter","created":{"date-parts":[[2017,4,12]],"date-time":"2017-04-12T14:24:18Z","timestamp":1492007058000},"page":"59-67","source":"Crossref","is-referenced-by-count":0,"title":["Major Issues in Spectral Clustering Algorithm to Improve the Quality of Output Clusters"],"prefix":"10.1007","author":[{"given":"S. V.","family":"Suryanarayana","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G.","family":"Venkateswara Rao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G.","family":"Veereswara Swamy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,4,13]]},"reference":[{"key":"7_CR1","doi-asserted-by":"crossref","unstructured":"Ding, S.: Research on spectral clustering algorithms and prospects. In: 2nd International Conference on Computer Engineering and Technology (ICCET 2010), Chengdu, vol. 6, pp. 149\u2013153 (2010)","DOI":"10.1109\/ICCET.2010.5486345"},{"key":"7_CR2","volume-title":"Spectral Clustering, Ordering and Ranking: Statistical Learning with Matrix Factorizations","author":"C Ding","year":"2011","unstructured":"Ding, C., Zha, H.: Spectral Clustering, Ordering and Ranking: Statistical Learning with Matrix Factorizations. Springer, Heidelberg (2011)"},{"key":"7_CR3","volume-title":"Social Network Analysis: A Handbook","author":"J Scott","year":"2005","unstructured":"Scott, J.: Social Network Analysis: A Handbook, 2nd edn. Athenaeum Press Limited, London (2005)","edition":"2"},{"key":"7_CR4","doi-asserted-by":"crossref","unstructured":"Spielmat, D.A., Shang-Hua, T.: Spectral partitioning works: planar graphs and finite element meshes. In: 37th Annual Symposium on Foundations of Computer Science, Burlington, pp. 96\u2013105 (1996)","DOI":"10.1109\/SFCS.1996.548468"},{"key":"7_CR5","doi-asserted-by":"crossref","unstructured":"Spielman, D.A., Teng, S.H.: Spectral partitioning works: planar graphs and finite element meshes. In: 37th Annual Symposium on Foundations of Computer Science. IEEE Press (1996)","DOI":"10.1109\/SFCS.1996.548468"},{"key":"7_CR6","volume-title":"Handbook of Pattern Recognition and Computer Vision","author":"CH Chen","year":"2010","unstructured":"Chen, C.H.: Handbook of Pattern Recognition and Computer Vision, 4th edn. World Scientific Publishing Co. Pte. Ltd., Singapore (2010)","edition":"4"},{"key":"7_CR7","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-84882-981-7","volume-title":"Graphs and Matrices","author":"RB Bapat","year":"2010","unstructured":"Bapat, R.B.: Graphs and Matrices. Springer, London (2010)"},{"key":"7_CR8","doi-asserted-by":"crossref","first-page":"395","DOI":"10.1007\/s11222-007-9033-z","volume":"17","author":"VL Ulrike","year":"2007","unstructured":"Ulrike, V.L.: A tutorial on spectral clustering. Stat. Comput. 17, 395\u2013416 (2007)","journal-title":"Stat. Comput."},{"key":"7_CR9","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-19328-6","volume-title":"High Performance Computing for Computational Science \u2013 VECPAR 2010","author":"JMLM Palma","year":"2011","unstructured":"Palma, J.M.L.M.: High Performance Computing for Computational Science \u2013 VECPAR 2010. Springer, Heidelberg (2011)"},{"key":"7_CR10","doi-asserted-by":"crossref","DOI":"10.1002\/0471722138","volume-title":"Introduction to Stochastic Search and Optimization: Estimation, Simulation and Control","author":"JC Spall","year":"2003","unstructured":"Spall, J.C.: Introduction to Stochastic Search and Optimization: Estimation, Simulation and Control. Wiley, Hoboken (2003)"},{"key":"7_CR11","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511610912","volume-title":"Elements of the Random Walk: An Introduction for Advanced Students and Researchers","author":"JA Rudnick","year":"2004","unstructured":"Rudnick, J.A., Gaspari, G.D.: Elements of the Random Walk: An Introduction for Advanced Students and Researchers. Cambridge University Press, Cambridge (2004)"},{"key":"7_CR12","unstructured":"Han, J.: Data Mining: Concepts and Techniques. Elsevier, Amsterdam, Boston. Morgan Kaufmann, San Francisco (2006)"},{"key":"7_CR13","doi-asserted-by":"crossref","unstructured":"Hagen, L., Kahng, A.: Fast spectral methods for ratio cut partitioning and clustering. In: 1991 IEEE International Conference on Computer-Aided Design, pp. 10\u201313. IEEE Press (1991)","DOI":"10.1109\/ICCAD.1991.185177"},{"key":"7_CR14","doi-asserted-by":"crossref","unstructured":"Chen, G., Han, B.: Improve k-means clustering for audio data by exploring a reasonable Sampling rate. In: 2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2010), Yantai, Shandong, pp. 1639\u20131642 (2010)","DOI":"10.1109\/FSKD.2010.5569371"},{"key":"7_CR15","doi-asserted-by":"crossref","unstructured":"Karantasis, K.I.: Accelerating data clustering on GPU-based clusters under shared memory abstraction. In: 2010 IEEE International Conference on Cluster Computing Workshops and Posters (CLUSTER WORKSHOPS 2010), pp. 1\u20135. IEEE Press (2010)","DOI":"10.1109\/CLUSTERWKSP.2010.5613079"},{"key":"7_CR16","unstructured":"Trivedi, S., Pardos, Z., Sarkozy, G., Heffernan, N.: Spectral clustering in educational data mining. Accessed 26 Feb 2013"},{"key":"7_CR17","unstructured":"Dhillon, I.S., Guan, Y., Kulis, B.: Kernel k-means, spectral clustering and normalized cuts. Accessed 20 Feb 2013"}],"container-title":["Advances in Intelligent Systems and Computing","Proceedings of Sixth International Conference on Soft Computing for Problem Solving"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-10-3325-4_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T22:06:23Z","timestamp":1750197983000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-10-3325-4_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9789811033247","9789811033254"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-981-10-3325-4_7","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2017]]}}}