{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T06:07:09Z","timestamp":1760854029300},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,10,16]],"date-time":"2018-10-16T00:00:00Z","timestamp":1539648000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Distrib Parallel Databases"],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1007\/s10619-018-7253-1","type":"journal-article","created":{"date-parts":[[2018,10,16]],"date-time":"2018-10-16T17:06:04Z","timestamp":1539709564000},"page":"73-99","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["MDCUT2: a multi-density clustering algorithm with automatic detection of density variation in data with noise"],"prefix":"10.1007","volume":"37","author":[{"given":"Soumaya","family":"Louhichi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mariem","family":"Gzara","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Han\u00eane","family":"Ben-Abdallah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,10,16]]},"reference":[{"key":"7253_CR1","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.patrec.2016.10.014","volume":"93","author":"S Louhichi","year":"2017","unstructured":"Louhichi, S., Gzara, M., Ben-Abdallah, H.: Unsupervised varied density based clustering algorithm using spline. Pattern Recogn. Lett. 93, 48\u201357 (2017)","journal-title":"Pattern Recogn. Lett."},{"key":"7253_CR2","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1007\/978-3-662-08968-2_16","volume-title":"New Directions in Statistical Physics","author":"M Steinbach","year":"2004","unstructured":"Steinbach, M., Ert\u00f6z, L., Kumar, V.: The challenges of clustering high dimensional data. New Directions in Statistical Physics, pp. 273\u2013309. Springer, Berlin Heidelberg (2004)"},{"key":"7253_CR3","first-page":"42","volume":"14","author":"W Ashour","year":"2012","unstructured":"Ashour, W., Murtaja, M.: Finding within cluster dense regions using distance based technique. I.J. Intell. Syst. Appl. 14, 42\u201348 (2012)","journal-title":"I.J. Intell. Syst. Appl."},{"key":"7253_CR4","first-page":"59","volume":"31","author":"M Parimala","year":"2011","unstructured":"Parimala, M., Lophne, D., Senthilkumar, N.C.: A survey on density based clustering algorithms for mining large spatial databases. Int. J. Adv. Sci. Technol. 31, 59 (2011)","journal-title":"Int. J. Adv. Sci. Technol."},{"key":"7253_CR5","unstructured":"Ester, M., Kriegel, H., Sander, J., and Xu, X.: A density-based algorithm for discovering clusters in large spatial databases with noise. In: Proceedings of the 2nd International Conference on Knowledge Discovery and Data Mining (KDD\u201996), pp. 226\u2013231 (1996)"},{"issue":"8","key":"7253_CR6","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1109\/2.781637","volume":"32","author":"G Karypis","year":"1999","unstructured":"Karypis, G., Han, E., Kumar, V.: Chameleon: a hierarchical clustering algorithm using dynamic modeling. IEEE Comput. 32(8), 68\u201375 (1999)","journal-title":"IEEE Comput."},{"key":"7253_CR7","unstructured":"Hinneburg, A., and Keirn, D.A.: An efficient approach to clustering in large multimedia databases with noise. In: Proceedings on Fourth International Conference on Knowledge Discovery and Data Mining, pp. 58\u201365 (1998)"},{"key":"7253_CR8","doi-asserted-by":"crossref","unstructured":"Ertoz, L., Steinbach, M. and Kumar, V.: Finding clusters of different sizes, shapes, and densities in noisy, high dimensional data. In: Proceedings on 2nd SIAM International Conference on Data Mining, San Francisco, pp. 1\u201312 (2003)","DOI":"10.1137\/1.9781611972733.5"},{"key":"7253_CR9","doi-asserted-by":"crossref","unstructured":"Mihael, A., Markus, M.B., Hans-Peter, K., Sander, J.: OPTICS: ordering points to identify the clustering structure. In: ACM SIGMOD, pp. 49\u201360 (1999)","DOI":"10.1145\/304181.304187"},{"key":"7253_CR10","volume-title":"Data Mining: Concepts and Techniques","author":"J Han","year":"2006","unstructured":"Han, J., Kamber, M.: Data Mining: Concepts and Techniques, 2nd edn. Morgan Kaufmann Publishers, Burlington (2006)","edition":"2"},{"key":"7253_CR11","volume-title":"Data Clustering: Theory, Algorithms, and Applications, ASA-SIAM Series on Statistics and Applied Probability","author":"G Gan","year":"2007","unstructured":"Gan, G., Ma, C., Wu, J.: Data Clustering: Theory, Algorithms, and Applications, ASA-SIAM Series on Statistics and Applied Probability. SIAM, Philadelphia (2007)"},{"issue":"1","key":"7253_CR12","first-page":"805","volume":"5","author":"SK Popat","year":"2014","unstructured":"Popat, S.K., Emmanuel, M.: Review and comparative study of clustering techniques. Int. J. Comput. Sci. Inf. Technol. 5(1), 805\u2013812 (2014)","journal-title":"Int. J. Comput. Sci. Inf. Technol."},{"key":"7253_CR13","unstructured":"Xiong, C., Yufang, M., Yan, Z., and Ping, W., \u201cGMDBSCAN: Multi-Density DBSCAN Cluster Based on Grid. In: IEEE International Conference on e-Business Engineering (2008)"},{"key":"7253_CR14","doi-asserted-by":"publisher","first-page":"72","DOI":"10.4304\/jcp.3.2.72-79","volume":"3","author":"B Borah","year":"2008","unstructured":"Borah, B., Bhattacharyya, D.K.: DDSC: a density differentiated spatial clustering technique. J. Comput. 3, 72\u201379 (2008)","journal-title":"J. Comput."},{"key":"7253_CR15","first-page":"1","volume":"3","author":"A Ram","year":"2010","unstructured":"Ram, A., Jalal, S., Jalal, A.S., Kumar, M.: A density based algorithm for discovering density varied clusters in large spatial databases. Int. J. Comput. Appl. 3, 1 (2010)","journal-title":"Int. J. Comput. Appl."},{"key":"7253_CR16","doi-asserted-by":"crossref","unstructured":"Borah, B. and Bhattacharyya, D. K.: A clustering technique using density difference. In: Proceedings of International Conference on Signal Processing, Communications and Networking, pp. 585\u2013588 (2007)","DOI":"10.1109\/ICSCN.2007.350675"},{"key":"7253_CR17","unstructured":"Tsai, C. and Huang, Y.: DDCT: detecting density differences using a novel clustering technique. In: Proceedings of the 9th WSEAS International Conference on Multimedia Systems and Signal Processing, pp. 243\u2013248 (2009)"},{"key":"7253_CR18","unstructured":"Wang, W., Zhou, S. and Xiao, Q.: Optimum Vdbscan (O-VDBSCAN) for identifying downtown areas. Int. J. Digit. Inf. Wirel. Commun. 66\u201371 (2013)"},{"issue":"1","key":"7253_CR19","doi-asserted-by":"publisher","first-page":"01","DOI":"10.9790\/0661-0310112","volume":"3","author":"BG Obula Reddy","year":"2012","unstructured":"Obula Reddy, B.G., Ussenaiah, M.: Literature survey on clustering techniques. IOSR J. Comput. Eng. 3(1), 01\u201312 (2012)","journal-title":"IOSR J. Comput. Eng."},{"key":"7253_CR20","unstructured":"Das S., Abraham, A. and Konar, A.: Metaheuristic Clustering 178 (2009)"},{"key":"7253_CR21","unstructured":"Estivill-Castroand, V. and Lee, I.: AUTOCLUST: automatic clustering via boundary extraction for massive point-data sets. In: Proceedings of the 5th International Conference on Geocomputation (2000)"},{"issue":"65\u201380","key":"7253_CR22","first-page":"1991","volume":"45","author":"CM Gold","year":"1991","unstructured":"Gold, C.M.: Problems with handling spatial data\u2014the Voronoi approach. CISM J 45(65\u201380), 1991 (1991)","journal-title":"CISM J"},{"key":"7253_CR23","doi-asserted-by":"publisher","first-page":"225","DOI":"10.1007\/BF02234771","volume":"4","author":"H Sp\u00e4th","year":"1969","unstructured":"Sp\u00e4th, H.: Exponential spline interpolation. Computing 4, 225\u2013233 (1969)","journal-title":"Computing"},{"key":"7253_CR24","first-page":"156","volume-title":"Mathematical Methods for Digital Computers","author":"TNE Grevile","year":"1967","unstructured":"Grevile, T.N.E.: Spline Functions, interpolation and numerical quadrature. In: Ralston, A., Wilf, H.S. (eds.) Mathematical Methods for Digital Computers, vol. II, pp. 156\u2013168. Wiley, New York (1967)"},{"key":"7253_CR25","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/BF01396372","volume":"35","author":"P Rentrop","year":"1980","unstructured":"Rentrop, P.: An algorithm for the computation of the exponential spline. Numer. Math. 35, 81\u201393 (1980)","journal-title":"Numer. Math."},{"key":"7253_CR26","unstructured":"Kuncheva, L.I., Hadjitodorov, S.T.: Using Diversity in Cluster Ensembles. In: IEEE SMC International Conference on Systems, Man and Cybernetics (2004)"}],"container-title":["Distributed and Parallel Databases"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10619-018-7253-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10619-018-7253-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10619-018-7253-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,15]],"date-time":"2019-10-15T23:13:48Z","timestamp":1571181228000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10619-018-7253-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10,16]]},"references-count":26,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,3]]}},"alternative-id":["7253"],"URL":"https:\/\/doi.org\/10.1007\/s10619-018-7253-1","relation":{},"ISSN":["0926-8782","1573-7578"],"issn-type":[{"value":"0926-8782","type":"print"},{"value":"1573-7578","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,10,16]]},"assertion":[{"value":"16 October 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}