{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T13:45:02Z","timestamp":1710251102347},"reference-count":25,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2012,5,22]],"date-time":"2012-05-22T00:00:00Z","timestamp":1337644800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Evol. Intel."],"published-print":{"date-parts":[[2012,6]]},"DOI":"10.1007\/s12065-012-0075-6","type":"journal-article","created":{"date-parts":[[2012,5,21]],"date-time":"2012-05-21T06:53:08Z","timestamp":1337583188000},"page":"129-138","source":"Crossref","is-referenced-by-count":6,"title":["On principal component analysis for high-dimensional XCSR"],"prefix":"10.1007","volume":"5","author":[{"given":"Mohammad","family":"Behdad","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tim","family":"French","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luigi","family":"Barone","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammed","family":"Bennamoun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,5,22]]},"reference":[{"issue":"4","key":"75_CR1","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1002\/wics.101","volume":"2","author":"H Abdi","year":"2010","unstructured":"Abdi H, Williams LJ (2010) Principal component analysis. Wiley Interdis Rev Comput Stat 2(4):433\u2013459","journal-title":"Wiley Interdisciplinary Reviews: Computational Statistics"},{"key":"75_CR2","doi-asserted-by":"crossref","unstructured":"Abedini M, Kirley M (2009) CoXCS: a coevolutionary learning classifier based on feature space partitioning. In: Nicholson A, Li X (eds) AI 2009: advances in artificial intelligence, lecture notes in computer science, vol 5866. Springer, Berlin, pp 360\u2013369","DOI":"10.1007\/978-3-642-10439-8_37"},{"key":"75_CR3","doi-asserted-by":"crossref","unstructured":"Abedini M, Kirley M (2010) A multiple population XCS: evolving condition-action rules based on feature space partitions. In: Evolutionary computation (CEC), 2010 IEEE congress, pp 1\u20138","DOI":"10.1109\/CEC.2010.5586521"},{"key":"75_CR4","doi-asserted-by":"crossref","unstructured":"Bacardit J, Stout M, Hirst J, Krasnogor N (2008) Data mining in proteomics with learning classifier systems. In Bull L, Bernad-Mansilla E, Holmes J (eds) Learning classifier systems in data mining, studies in computational intelligence, vol 125. Springer, Berlin, pp 17\u201346","DOI":"10.1007\/978-3-540-78979-6_2"},{"key":"75_CR5","doi-asserted-by":"crossref","unstructured":"Behdad M, Barone L, French T, Bennamoun M (2010) An investigation of real-valued accuracy-based learning classifier systems for electronic fraud detection. In: Proceedings of the 12th annual conference companion on Genetic and evolutionary computation, pp 1893\u20131900","DOI":"10.1145\/1830761.1830822"},{"key":"75_CR6","unstructured":"Bouzida Y, Cuppens F, Cuppens-Boulahia N, Gombault S (2004) Efficient intrusion detection using principal component analysis. In: Proceedings of the 3\u00e8me Conf\u00e9rence sur la S\u00e9curit\u00e9 et Architectures R\u00e9seaux (SAR)"},{"key":"75_CR7","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-540-78979-6","volume-title":"Learning Classifier Systems in Data Mining. Studies in computational intelligence","author":"L Bull","year":"2008","unstructured":"Bull L, Bernad\u00f3-Mansilla E, Holmes J (2008) Learning classifier systems in data mining. Studies in computational intelligence. Springer, Berlin"},{"key":"75_CR8","unstructured":"Butz MV, Wilson SW (2000) An algorithmic descrtipion of XCS. Technical report 2000017, Illinois Genetics Algorithms Laboratory"},{"issue":"4","key":"75_CR9","doi-asserted-by":"crossref","first-page":"713","DOI":"10.1016\/j.eswa.2005.05.002","volume":"29","author":"O Depren","year":"2005","unstructured":"Depren O, Topallar M, Anarim E, Ciliz MK (2005) An intelligent intrusion detection system (IDS) for anomaly and misuse detection in computer networks. Exp Syst Appl 29(4):713\u2013722","journal-title":"Expert Syst Appl"},{"key":"75_CR10","doi-asserted-by":"crossref","unstructured":"Golovko V, Vaitsekhovich L, Kochurko P, Rubanau U (2007) Dimensionality reduction and attack recognition using neural network approaches. In: Neural networks, 2007. IJCNN 2007. International joint conference, pp 2734\u20132739","DOI":"10.1109\/IJCNN.2007.4371391"},{"key":"75_CR11","unstructured":"Hettich S, Bay SD (1999) KDD\u201999 network intrusion detection data set. UCI Machine Learning Repository [ http:\/\/archive.ics.uci.edu\/ml\/ ]"},{"key":"75_CR12","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1016\/B978-0-12-543104-0.50012-3","volume":"4","author":"JH Holland","year":"1976","unstructured":"Holland JH (1976) Adaptation. Prog Theor Biol 4:263\u2013293","journal-title":"Progress in Theoretical Biology"},{"key":"75_CR13","unstructured":"Kirley M, Abedini M (2009) CoXCS: a CoEvolutionary learning classifier based on feature space partitioning. In: Lecture notes in computer science, vol 5866, pp 360\u2013369"},{"key":"75_CR14","unstructured":"Lane T, Kohavi R (2010) Census-Income (KDD) data set. UCI machine learning repository [ http:\/\/archive.ics.uci.edu\/ml\/ ]"},{"key":"75_CR15","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1109\/TAC.1981.1102568","volume":"26","author":"B Moore","year":"1981","unstructured":"Moore B (1981) Principal component analysis in linear systems: controllability, observability, and model reduction. IEEE Trans Autom Control 26:17\u201332","journal-title":"IEEE Trans on automatic control"},{"issue":"3","key":"75_CR16","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1364\/JOSAA.10.000405","volume":"10","author":"AJ O\u2019Toole","year":"1993","unstructured":"O\u2019Toole AJ, Abdi H, Deffenbacher KA, Valentin D (1993) Low-dimensional representation of faces in higher dimensions of the face space. J Opt Soc Am 10(3):405\u2013411","journal-title":"Journal of the Optical Society of America"},{"key":"75_CR17","unstructured":"Roe B (2010) MiniBooNE particle identification data set. UCI machine learning repository [ http:\/\/archive.ics.uci.edu\/ml\/ ]"},{"key":"75_CR18","unstructured":"Shyu M, Chen S, Sarinnapakorn K, Chang L (2003) A novel anomaly detection scheme based on principal component classifier. In: Proceedings of the IEEE foundations and new directions of data mining workshop, pp 172\u2013179"},{"issue":"11","key":"75_CR19","first-page":"1065","volume":"11","author":"O Sigaud","year":"2007","unstructured":"Sigaud O, Wilson SW (2007) Learning classifier systems: a survey. Soft computing\u2014a fusion of foundations. Method Appl 11(11):1065\u20131078","journal-title":"Soft Computing\u2014A Fusion of Foundations, Methodologies and Applications"},{"issue":"3","key":"75_CR20","doi-asserted-by":"crossref","first-page":"299","DOI":"10.1162\/106365603322365315","volume":"11","author":"C Stone","year":"2003","unstructured":"Stone C, Bull L (2003) For real! XCS with continuous-valued inputs. Evol Comput 11(3):299\u2013336","journal-title":"Evolutionary Computation"},{"issue":"1","key":"75_CR21","doi-asserted-by":"crossref","first-page":"151","DOI":"10.1016\/j.eswa.2010.06.031","volume":"38","author":"WC Tsai","year":"2011","unstructured":"Tsai WC, Chen AP (2011) Using the XCS classifier system for portfolio allocation of MSCI index component stocks. Exp Syst Appl 38(1):151\u2013154","journal-title":"Expert Syst Appl"},{"key":"75_CR22","unstructured":"Urbanowicz RJ, Moore JH (2009) Learning classifier systems: a complete introduction, review, and roadmap. J Artif Evol App 2009:1:1\u20131:25"},{"key":"75_CR23","doi-asserted-by":"crossref","unstructured":"Wada A, Takadama K, Shimohara K, Katai O (2007) Analyzing parameter sensitivity and classifier representations for real-valued XCS. In: Learning classifier systems, lecture notes in computer science, vol 4399. Springer, Berlin, pp 1\u201316","DOI":"10.1007\/978-3-540-71231-2_1"},{"issue":"2","key":"75_CR24","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1162\/evco.1995.3.2.149","volume":"3","author":"SW Wilson","year":"1995","unstructured":"Wilson SW (1995) Classifier fitness based on accuracy. Evol Comput 3(2):149\u2013175","journal-title":"Evolutionary Computation"},{"key":"75_CR25","doi-asserted-by":"crossref","unstructured":"Wilson SW (2000) Get real! XCS with continuous-valued inputs. In: Learning classifier systems, from foundations to applications. Springer, Berlin, pp 209\u2013222","DOI":"10.1007\/3-540-45027-0_11"}],"container-title":["Evolutionary Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12065-012-0075-6.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s12065-012-0075-6\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s12065-012-0075-6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,28]],"date-time":"2019-06-28T23:15:24Z","timestamp":1561763724000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s12065-012-0075-6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,5,22]]},"references-count":25,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2012,6]]}},"alternative-id":["75"],"URL":"https:\/\/doi.org\/10.1007\/s12065-012-0075-6","relation":{},"ISSN":["1864-5909","1864-5917"],"issn-type":[{"value":"1864-5909","type":"print"},{"value":"1864-5917","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,5,22]]}}}