{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,5]],"date-time":"2026-03-05T15:40:02Z","timestamp":1772725202151,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642227196","type":"print"},{"value":"9783642227202","type":"electronic"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"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":[[2011]]},"DOI":"10.1007\/978-3-642-22720-2_58","type":"book-chapter","created":{"date-parts":[[2011,7,25]],"date-time":"2011-07-25T16:14:51Z","timestamp":1311610491000},"page":"552-561","source":"Crossref","is-referenced-by-count":6,"title":["Neighborhood Search Assisted Particle Swarm Optimization (NPSO) Algorithm for Partitional Data Clustering Problems"],"prefix":"10.1007","author":[{"given":"R.","family":"Karthi","sequence":"first","affiliation":[]},{"given":"C.","family":"Rajendran","sequence":"additional","affiliation":[]},{"given":"K.","family":"Rameshkumar","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"3","key":"58_CR1","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1109\/TNN.2005.845141","volume":"16","author":"R. Xu","year":"2005","unstructured":"Xu, R., Wunsch, D.: Survey of Clustering Algorithms. IEEE Transactions on Neural Network\u00a016(3), 645\u2013678 (2005)","journal-title":"IEEE Transactions on Neural Network"},{"key":"58_CR2","first-page":"1942","volume-title":"Proceedings of the 1995 IEEE International Conference on Neural Networks","author":"J. Kennedy","year":"1995","unstructured":"Kennedy, J., Eberhart, R.C.: Particle Swarm Optimization. In: Proceedings of the 1995 IEEE International Conference on Neural Networks, vol.\u00a04, pp. 1942\u20131948. IEEE Press, Piscataway (1995)"},{"issue":"3","key":"58_CR3","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1145\/331499.331504","volume":"31","author":"A.K. Jain","year":"1999","unstructured":"Jain, A.K., Murty, M.N., Flynn, P.J.: Data Clustering: A Review. ACM Computing Survey\u00a031(3), 264\u2013323 (1999)","journal-title":"ACM Computing Survey"},{"issue":"5","key":"58_CR4","doi-asserted-by":"publisher","first-page":"1220","DOI":"10.1016\/j.csda.2004.12.004","volume":"50","author":"S. Paterlini","year":"2006","unstructured":"Paterlini, S., Krink, T.: Differential evolution and particle swarm optimization in partitional clustering. Computational Statistics & Data Analysis\u00a050(5), 1220\u20131247 (2006)","journal-title":"Computational Statistics & Data Analysis"},{"key":"58_CR5","first-page":"69","volume-title":"Proceeding of the 1998 IEEE World Congress on Computational Intelligence","author":"Y. Shi","year":"1998","unstructured":"Shi, Y., Eberhart, R.: A modified particle swarm optimizer. In: Proceeding of the 1998 IEEE World Congress on Computational Intelligence, pp. 69\u201373. IEEE Press, Piscataway (1998)"},{"key":"58_CR6","first-page":"1945","volume-title":"Proceeding of the 1999 IEEE World Congress on Evolutionary Computing","author":"Y. Shi","year":"1999","unstructured":"Shi, Y., Eberhart, R.: Empirical study of particle swarm optimization. In: Proceeding of the 1999 IEEE World Congress on Evolutionary Computing, pp. 1945\u20131950. IEEE Press, Piscataway (1999)"},{"key":"58_CR7","first-page":"94","volume-title":"Proceeding of 2001 IEEE World Congress on Evolutionary Computing","author":"R. Eberhart","year":"2001","unstructured":"Eberhart, R., Shi, Y.: Tracking and optimizing dynamic systems with particle swarms. In: Proceeding of 2001 IEEE World Congress on Evolutionary Computing, pp. 94\u2013100. IEEE Press, Piscataway (2001)"},{"key":"58_CR8","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1109\/4235.985692","volume":"6","author":"M. Clerc","year":"2002","unstructured":"Clerc, M., Kennedy, J.: The particle swarm-explosion, stability, and convergence in a multidimensional complex space. IEEE Transactions on Evolutionary Computation\u00a06, 58\u201373 (2002)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"issue":"3","key":"58_CR9","doi-asserted-by":"publisher","first-page":"204","DOI":"10.1109\/TEVC.2004.826074","volume":"8","author":"R. Mendes","year":"2004","unstructured":"Mendes, R., Kennedy, J., Neves, J.: The fully informed particle swarm: simple, maybe better. IEEE Transaction on Evolutionary Computing\u00a08(3), 204\u2013210 (2004)","journal-title":"IEEE Transaction on Evolutionary Computing"},{"issue":"3","key":"58_CR10","doi-asserted-by":"publisher","first-page":"240","DOI":"10.1109\/TEVC.2004.826071","volume":"8","author":"A. Ratnaweera","year":"2004","unstructured":"Ratnaweera, A., Halgamuge, S.K., Watson, H.C.: Self organization hierarchical particle swarm optimizer with time varying acceleration coefficients. IEEE Transaction on Evolutionary Computing\u00a08(3), 240\u2013255 (2004)","journal-title":"IEEE Transaction on Evolutionary Computing"},{"issue":"6","key":"58_CR11","doi-asserted-by":"publisher","first-page":"1272","DOI":"10.1109\/TSMCB.2005.850530","volume":"35","author":"S. Janson","year":"2005","unstructured":"Janson, S., Middendorf, M.: A hierarchical particle swarm optimizer and its adaptive variants. IEEE Transaction on System, Man and Cybernetics (Part B)\u00a035(6), 1272\u20131282 (2005)","journal-title":"IEEE Transaction on System, Man and Cybernetics (Part B)"},{"key":"58_CR12","doi-asserted-by":"publisher","first-page":"859","DOI":"10.1016\/j.cor.2004.08.012","volume":"33","author":"A. Chatterjee","year":"2006","unstructured":"Chatterjee, A., Siarry, P.: Non Linear inertia weight variation for dynamic adaptation in particle swarm optimization. Computers and Operations Research\u00a033, 859\u2013871 (2006)","journal-title":"Computers and Operations Research"},{"key":"58_CR13","doi-asserted-by":"crossref","unstructured":"Van Der Merwe, D.W., Engelbrecht, A.P.: Data clustering using particle swarm optimization. In: Proceedings of IEEE Congress on Evolutionary Computing 2003, Canberra, Australia, pp. 215\u2013220 (2003)","DOI":"10.1109\/CEC.2003.1299577"},{"key":"58_CR14","volume-title":"Proc of the 17th International Symposium on Parallel and Distributed Processing (PDPS 2003)","author":"X. Xiao","year":"2003","unstructured":"Xiao, X., Dow, E.R., Eberhart, R.C., Miled, Z.B., Oppelt, R.J.: Gene Clustering Using Self-Organizing Maps and Particle Swarm Optimization. In: Proc of the 17th International Symposium on Parallel and Distributed Processing (PDPS 2003). IEEE Computer Society, Washington, DC (2003)"},{"key":"58_CR15","unstructured":"Chen, C.Y., Ye, F.: Particle swarm optimization algorithm and its applications to clustering analysis. In: Proceedings of IEEE International Conference on Networking, Sensing and Control, pp. 789\u2013794 (2004)"},{"issue":"4","key":"58_CR16","first-page":"332","volume":"8","author":"M.G.H. Orman","year":"2005","unstructured":"Orman, M.G.H., Salman, A., Engelbrecht, A.P.: Dynamic clustering using Particle Swarm Optimization with application in image segmentation. Pattern Analysis and Application\u00a08(4), 332\u2013344 (2005)","journal-title":"Pattern Analysis and Application"},{"key":"58_CR17","unstructured":"Cohen, S.C.M., De Castro, L.N.: Data Clustering with Particle swarms. In: IEEE Congress on Evolutionary Computations, Vancouver, Canada (2006)"},{"key":"58_CR18","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1016\/j.amc.2007.03.010","volume":"192","author":"B. Jarboui","year":"2007","unstructured":"Jarboui, B., Cheikh, M., Siarry, P., Rebai, A.: Combinatorial particle swarm optimization(CPSO) for partitional clustering problem. Applied Mathematics and Computation\u00a0192, 337\u2013345 (2007)","journal-title":"Applied Mathematics and Computation"},{"key":"58_CR19","doi-asserted-by":"crossref","unstructured":"Karthi, R., Arumugam, S., RameshKumar, K.: Discrete Particle Swarm Optimization algorithm for Data Clustering. Studies in Computational Intelligence, SCI, vol.\u00a0236, pp. 75\u201388 (2009)","DOI":"10.1007\/978-3-642-03211-0_7"},{"issue":"1","key":"58_CR20","first-page":"203","volume":"8","author":"R. Karthi","year":"2008","unstructured":"Karthi, R., Arumugam, S., Rameshkumar, K.: Comparative evaluation of Particle Swarm Optimization Algorithms for Data Clustering using real world data sets. International Journal of Computer Science and Network Security\u00a08(1), 203\u2013212 (2008)","journal-title":"International Journal of Computer Science and Network Security"}],"container-title":["Communications in Computer and Information Science","Advances in Computing and Communications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-22720-2_58","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,7]],"date-time":"2025-03-07T11:05:56Z","timestamp":1741345556000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-22720-2_58"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642227196","9783642227202"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-22720-2_58","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}