{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T11:39:57Z","timestamp":1774611597117,"version":"3.50.1"},"reference-count":29,"publisher":"Springer Science and Business Media LLC","issue":"2-3","license":[{"start":{"date-parts":[[2014,4,11]],"date-time":"2014-04-11T00:00:00Z","timestamp":1397174400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Prog Artif Intell"],"published-print":{"date-parts":[[2014,6]]},"DOI":"10.1007\/s13748-014-0046-5","type":"journal-article","created":{"date-parts":[[2014,4,10]],"date-time":"2014-04-10T17:23:54Z","timestamp":1397150634000},"page":"167-173","source":"Crossref","is-referenced-by-count":30,"title":["Heart: a novel optimization algorithm for cluster analysis"],"prefix":"10.1007","volume":"2","author":[{"given":"Abdolreza","family":"Hatamlou","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2014,4,11]]},"reference":[{"key":"46_CR1","doi-asserted-by":"crossref","DOI":"10.1201\/9781420011449","volume-title":"Fundamentals of natural computing: basic concepts, algorithms, and applications","author":"LN de Castro","year":"2006","unstructured":"de Castro, L.N.: Fundamentals of natural computing: basic concepts, algorithms, and applications. CRC Press, Boca Raton (2006)"},{"key":"46_CR2","doi-asserted-by":"crossref","unstructured":"de Castro, L.N., Von Zuben, F.J.: Recent developments in biologically inspired computing. Idea Group Publishing, Hershey, USA (2004)","DOI":"10.4018\/978-1-59140-312-8"},{"key":"46_CR3","unstructured":"Cooke, D.E., Computing with biological metaphors. In: Paton, R. (ed), pp. 97\u201398. Chapman & Hall, London, ISBN: 0142 544 709 (1994)"},{"key":"46_CR4","doi-asserted-by":"crossref","unstructured":"Cooke, D.E.: Engineering Applications of Artificial Intelligence. 9(1): 97\u201398 (1996)","DOI":"10.1016\/S0952-1976(96)90019-6"},{"issue":"1","key":"46_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.plrev.2006.10.002","volume":"4","author":"LN Castro de","year":"2007","unstructured":"de Castro, L.N.: Fundamentals of natural computing: an overview. Phys. Life Rev. 4(1), 1\u201336 (2007)","journal-title":"Phys. Life Rev."},{"issue":"8","key":"46_CR6","doi-asserted-by":"crossref","first-page":"651","DOI":"10.1016\/j.patrec.2009.09.011","volume":"31","author":"AK Jain","year":"2010","unstructured":"Jain, A.K.: Data clustering: 50 years beyond k-means. Pattern Recognit. Lett. 31(8), 651\u2013666 (2010)","journal-title":"Pattern Recognit. Lett."},{"key":"46_CR7","volume-title":"Data mining: concepts and techniques","author":"J Han","year":"2006","unstructured":"Han, J., Kamber, M.: Data mining: concepts and techniques. Academic Press, London (2006)"},{"issue":"13","key":"46_CR8","doi-asserted-by":"crossref","first-page":"1756","DOI":"10.1016\/j.patrec.2012.06.008","volume":"33","author":"A Hatamlou","year":"2012","unstructured":"Hatamlou, A.: In search of optimal centroids on data clustering using a binary search algorithm. Pattern Recognit. Lett. 33(13), 1756\u20131760 (2012)","journal-title":"Pattern Recognit. Lett."},{"key":"46_CR9","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1016\/j.swevo.2012.02.003","volume":"6","author":"A Hatamlou","year":"2012","unstructured":"Hatamlou, A., Abdullah, S., Nezamabadi-pour, H.: A combined approach for clustering based on k-means and gravitational search algorithms. Swarm Evol. Comput. 6, 47\u201352 (2012)","journal-title":"Swarm Evol. Comput."},{"key":"46_CR10","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1016\/j.ins.2012.08.023","volume":"222","author":"A Hatamlou","year":"2013","unstructured":"Hatamlou, A.: Black hole: a new heuristic optimization approach for data clustering. Inf. Sci. 222, 175\u2013184 (2013)","journal-title":"Inf. Sci."},{"issue":"2","key":"46_CR11","doi-asserted-by":"crossref","first-page":"306","DOI":"10.1016\/j.engappai.2010.10.001","volume":"24","author":"T Niknam","year":"2011","unstructured":"Niknam, T., et al.: An efficient hybrid algorithm based on modified imperialist competitive algorithm and k-means for data clustering. Eng. Appl. Artif. Intell. 24(2), 306\u2013317 (2011)","journal-title":"Eng. Appl. Artif. Intell."},{"key":"46_CR12","doi-asserted-by":"crossref","unstructured":"Ching-Yi, C., Fun, Y.: Particle swarm optimization algorithm and its application to clustering analysis. In: Proceedings of the 2004 IEEE International Conference on Networking, sensing and control, pp. 789\u2013794 (2004)","DOI":"10.1109\/ICNSC.2004.1297047"},{"key":"46_CR13","doi-asserted-by":"crossref","unstructured":"Hatamlou, A., Abdullah, S., Hatamlou, M.: Data clustering using big bang-big crunch algorithm. In: Pichappan, P., Ahmadi, H., Ariwa, E. (eds.) Communications in Computer and Information Science, vol. 241, pp. 383\u2013388. Springer, Heidelberg (2011)","DOI":"10.1007\/978-3-642-27337-7_36"},{"key":"46_CR14","first-page":"337","volume-title":"Application of gravitational search algorithm on data clustering, rough sets and knowledge technology","author":"A Hatamlou","year":"2011","unstructured":"Hatamlou, A., Abdullah, S., Nezamabadi-pour, H.: Application of gravitational search algorithm on data clustering, rough sets and knowledge technology, pp. 337\u2013346. Springer, Berlin (2011)"},{"key":"46_CR15","doi-asserted-by":"crossref","unstructured":"Hatamlou, A., Abdullah, S., Othman, Z.: Gravitational search algorithm with heuristic search for clustering problems. In: 2011 3rd Conference on Data Mining and Optimization (DMO) (2011)","DOI":"10.1109\/DMO.2011.5976526"},{"key":"46_CR16","unstructured":"Senthilnath, J., Omkar, S.N., Mani, V.: Clustering using firefly algorithm: performance study. Swarm Evol. Comput. 1(3), 164\u2013171 (2011)"},{"key":"46_CR17","doi-asserted-by":"crossref","unstructured":"Hatamlou, A., Hatamlou, M.: PSOHS: an efficient two-stage approach for data clustering. Memet. Comput. 5(2), 155\u2013161 (2013)","DOI":"10.1007\/s12293-013-0110-x"},{"issue":"4","key":"46_CR18","doi-asserted-by":"crossref","first-page":"319","DOI":"10.3233\/FI-2013-884","volume":"126","author":"A Hatamlou","year":"2013","unstructured":"Hatamlou, A., Hatamlou, M.: Hybridization of the gravitational search algorithm and big bang-big crunch algorithm for data clustering. Fundam. Inform. 126(4), 319\u2013333 (2013)","journal-title":"Fundam. Inform."},{"issue":"6","key":"46_CR19","doi-asserted-by":"crossref","first-page":"502","DOI":"10.1016\/j.patrec.2009.11.013","volume":"31","author":"H Anaya-S\u00e1nchez","year":"2010","unstructured":"Anaya-S\u00e1nchez, H., Pons-Porrata, A., Berlanga-Llavori, R.: A document clustering algorithm for discovering and describing topics. Pattern Recognit. Lett. 31(6), 502\u2013510 (2010)","journal-title":"Pattern Recognit. Lett."},{"issue":"6","key":"46_CR20","doi-asserted-by":"crossref","first-page":"469","DOI":"10.1016\/j.patrec.2009.11.011","volume":"31","author":"R Gil-Garc\u00eda","year":"2010","unstructured":"Gil-Garc\u00eda, R., Pons-Porrata, A.: Dynamic hierarchical algorithms for document clustering. Pattern Recognit. Lett. 31(6), 469\u2013477 (2010)","journal-title":"Pattern Recognit. Lett."},{"issue":"1\u20132","key":"46_CR21","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1016\/j.amc.2007.12.058","volume":"201","author":"M Mahdavi","year":"2008","unstructured":"Mahdavi, M., et al.: Novel meta-heuristic algorithms for clustering web documents. Appl. Math. Comput. 201(1\u20132), 441\u2013451 (2008)","journal-title":"Appl. Math. Comput."},{"issue":"2","key":"46_CR22","doi-asserted-by":"crossref","first-page":"467","DOI":"10.1016\/j.ins.2006.03.006","volume":"177","author":"M Friedman","year":"2007","unstructured":"Friedman, M., et al.: Anomaly detection in web documents using crisp and fuzzy-based cosine clustering methodology. Inf. Sci. 177(2), 467\u2013475 (2007)","journal-title":"Inf. Sci."},{"issue":"1","key":"46_CR23","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1016\/j.patcog.2010.07.024","volume":"44","author":"M Moshtaghi","year":"2011","unstructured":"Moshtaghi, M.: Clustering ellipses for anomaly detection. Pattern Recognit. 44(1), 55\u201369 (2011)","journal-title":"Pattern Recognit."},{"issue":"10","key":"46_CR24","doi-asserted-by":"crossref","first-page":"1580","DOI":"10.1016\/j.patrec.2008.03.012","volume":"29","author":"L Liao","year":"2008","unstructured":"Liao, L., Lin, T., Li, B.: MRI brain image segmentation and bias field correction based on fast spatially constrained kernel clustering approach. Pattern Recognit. Lett. 29(10), 1580\u20131588 (2008)","journal-title":"Pattern Recognit. Lett."},{"key":"46_CR25","volume-title":"Data mining: concepts and techniques","author":"J Han","year":"2001","unstructured":"Han, J., Micheline, K.: Data mining: concepts and techniques. Academic Press, London (2001)"},{"key":"46_CR26","doi-asserted-by":"crossref","unstructured":"Gabriel Khan, M.: Anatomy of the Heart and Circulation. In: Encyclopedia of Heart Diseases, chap 4, pp. 13\u201321. Academic Press, Burlington (2006) ISBN 9780124060616","DOI":"10.1016\/B978-012406061-6\/50006-0"},{"issue":"6","key":"46_CR27","doi-asserted-by":"crossref","first-page":"121","DOI":"10.1383\/surg.22.6.121.38109","volume":"22","author":"V Mahadevan","year":"2004","unstructured":"Mahadevan, V.: Anatomy of the heart. Surgery (Oxford) 22(6), 121\u2013123 (2004)","journal-title":"Surgery (Oxford)"},{"issue":"4","key":"46_CR28","doi-asserted-by":"crossref","first-page":"45","DOI":"10.1383\/medc.30.4.45.28285","volume":"30","author":"RH Whitaker","year":"2002","unstructured":"Whitaker, R.H.: Anatomy of the heart. Medicine 30(4), 45\u201347 (2002)","journal-title":"Medicine"},{"key":"46_CR29","unstructured":"Blake, C.L., C.J.M., UCI repository of machine learning databases. Available from: http:\/\/www.ics.uci.edu\/-mlearn\/MLRepository.html"}],"container-title":["Progress in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13748-014-0046-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s13748-014-0046-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s13748-014-0046-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,2]],"date-time":"2025-05-02T10:06:55Z","timestamp":1746180415000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s13748-014-0046-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,4,11]]},"references-count":29,"journal-issue":{"issue":"2-3","published-print":{"date-parts":[[2014,6]]}},"alternative-id":["46"],"URL":"https:\/\/doi.org\/10.1007\/s13748-014-0046-5","relation":{},"ISSN":["2192-6352","2192-6360"],"issn-type":[{"value":"2192-6352","type":"print"},{"value":"2192-6360","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,4,11]]}}}