{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,4]],"date-time":"2022-04-04T02:41:43Z","timestamp":1649040103927},"reference-count":45,"publisher":"Springer Science and Business Media LLC","issue":"8","license":[{"start":{"date-parts":[[2010,6,17]],"date-time":"2010-06-17T00:00:00Z","timestamp":1276732800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2010,11]]},"DOI":"10.1007\/s00521-010-0391-7","type":"journal-article","created":{"date-parts":[[2010,6,16]],"date-time":"2010-06-16T16:10:53Z","timestamp":1276704653000},"page":"1143-1152","source":"Crossref","is-referenced-by-count":2,"title":["Immunocomputing for intelligent signal processing"],"prefix":"10.1007","volume":"19","author":[{"given":"Alexander O.","family":"Tarakanov","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2010,6,17]]},"reference":[{"key":"391_CR1","volume-title":"Artificial immune systems and their applications","year":"1999","unstructured":"Dasgupta D (ed) (1999) Artificial immune systems and their applications. Springer, Berlin"},{"key":"391_CR2","volume-title":"Artificial immune systems: a new computational intelligence approach","author":"LN Castro de","year":"2002","unstructured":"de Castro LN, Timmis J (2002) Artificial immune systems: a new computational intelligence approach. Springer, London"},{"key":"391_CR3","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-3807-0","volume-title":"Immunocomputing: principles and applications","author":"AO Tarakanov","year":"2003","unstructured":"Tarakanov AO, Skormin VA, Sokolova SP (2003) Immunocomputing: principles and applications. Springer, New York"},{"issue":"4","key":"391_CR4","doi-asserted-by":"crossref","first-page":"14","DOI":"10.1145\/1107523.1107532","volume":"36","author":"W Zhao","year":"2005","unstructured":"Zhao W (2005) Review of \u201cImmunocomputing: principles and applications\u201d. ACM SIGACT News 36(4):14\u201317","journal-title":"ACM SIGACT News"},{"key":"391_CR5","doi-asserted-by":"crossref","unstructured":"Tarakanov A, Nicosia G (2007) Foundations of immunocomputing. In: Proceeding of the 1st IEEE symposium on foundations of computational intelligence (FOCI\u201907), Honolulu, Hawaii, pp 503\u2013508","DOI":"10.1109\/FOCI.2007.371519"},{"issue":"4","key":"391_CR6","first-page":"357","volume":"1","author":"AO Tarakanov","year":"2005","unstructured":"Tarakanov AO, Tarakanov YA (2005) A comparison of immune and genetic algorithms for two real-life tasks of pattern recognition. Int J Unconv Comput 1(4):357\u2013374","journal-title":"Int J Unconv Comput"},{"key":"391_CR7","first-page":"236","volume":"3239","author":"AO Tarakanov","year":"2004","unstructured":"Tarakanov AO, Tarakanov YA (2004) A comparison of immune and neural computing for two real-life tasks of pattern recognition. LNCS 3239:236\u2013249","journal-title":"LNCS"},{"key":"391_CR8","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1016\/j.jtbi.2003.12.011","volume":"228","author":"DL Chao","year":"2004","unstructured":"Chao DL, Davenport MP, Forrest S, Perelson AS (2004) A stochastic model of cytotoxic T cell responses. J Theor Biol 228:227\u2013240","journal-title":"J Theor Biol"},{"key":"391_CR9","first-page":"1","volume":"3239","author":"D Dasgupta","year":"2004","unstructured":"Dasgupta D, Krishna-Kumar K, Wong D, Berry M (2004) Negative selection algorithm for aircraft fault detection. LNCS 3239:1\u201313","journal-title":"LNCS"},{"key":"391_CR10","first-page":"165","volume-title":"Enhancing computer security with smart technology","author":"D Dasgupta","year":"2005","unstructured":"Dasgupta D, Gonzalez F (2005) Artificial immune systems in intrusion detection. In: Rao Vemuri V (ed) Enhancing computer security with smart technology. Auerbach Publications, Boca Raton, FL, pp 165\u2013208"},{"issue":"2","key":"391_CR11","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1162\/evco.2007.15.2.223","volume":"15","author":"Z Ji","year":"2007","unstructured":"Ji Z, Dasgupta D (2007) Revisiting negative selection algorithms. Evol Comput J 15(2):223\u2013251","journal-title":"Evol Comput J"},{"key":"391_CR12","doi-asserted-by":"crossref","unstructured":"Balachandran S, Dasgupta D, Nino F, Garrett D (2007) A framework for evolving multi-shaped detectors in negative selection. In: Proceeding of the 1st IEEE symposium on foundations of computational intelligence (FOCI\u201907), Honolulu, Hawaii, pp 401\u2013408","DOI":"10.1109\/FOCI.2007.371503"},{"issue":"4","key":"391_CR13","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/MCI.2006.329705","volume":"1","author":"D Dasgupta","year":"2006","unstructured":"Dasgupta D (2006) Advances in artificial immune systems. IEEE Comput Intell Mag 1(4):40\u201349","journal-title":"IEEE Comput Intell Mag"},{"key":"391_CR14","doi-asserted-by":"crossref","DOI":"10.1201\/9781420065466","volume-title":"Immunological computation: theory and applications","author":"D Dasgupta","year":"2008","unstructured":"Dasgupta D, Nino F (2008) Immunological computation: theory and applications. Auerbach Publications, Boca Raton, FL"},{"key":"391_CR15","first-page":"72","volume":"3627","author":"LB Goncharova","year":"2005","unstructured":"Goncharova LB, Jacques Y, Martin-Vide C, Tarakanov AO, Timmis JI (2005) Biomolecular immune-computer: theoretical basis and experimental simulator. LNCS 3627:72\u201385","journal-title":"LNCS"},{"issue":"1","key":"391_CR16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1002\/wnan.69","volume":"2","author":"AO Tarakanov","year":"2010","unstructured":"Tarakanov AO, Goncharova LB, Tarakanov YA (2010) Carbon nanotubes in medicinal biochips. WIREs Nanomed Nanobiotechnol 2(1):1\u201310","journal-title":"WIREs Nanomed Nanobiotechnol"},{"issue":"1","key":"391_CR17","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1016\/j.brainresrev.2007.02.003","volume":"55","author":"LB Goncharova","year":"2007","unstructured":"Goncharova LB, Tarakanov AO (2007) Molecular networks of brain and immunity. Brain Res Rev 55(1):155\u2013166","journal-title":"Brain Res Rev"},{"issue":"2","key":"391_CR18","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1016\/j.biosystems.2004.11.004","volume":"80","author":"LF Agnati","year":"2005","unstructured":"Agnati LF, Tarakanov AO, Guidolin D (2005) A simple mathematical model of cooperativity in receptor mosaics based on the \u201csymmetry rule\u201d. BioSystems 80(2):165\u2013173","journal-title":"BioSystems"},{"issue":"2\u20133","key":"391_CR19","doi-asserted-by":"crossref","first-page":"193","DOI":"10.1385\/JMN:26:2-3:193","volume":"26","author":"LF Agnati","year":"2005","unstructured":"Agnati LF, Tarakanov AO, Ferre S, Fuxe K, Guidolin D (2005) Receptor-receptor interactions, receptor mosaics, and basic principles of molecular network organization: possible implications for drug development. J Mol Neurosci 26(2\u20133):193\u2013208","journal-title":"J Mol Neurosci"},{"issue":"2","key":"391_CR20","doi-asserted-by":"crossref","first-page":"400","DOI":"10.1016\/j.brainresrev.2007.10.002","volume":"58","author":"LF Agnati","year":"2008","unstructured":"Agnati LF, Fuxe KG, Goncharova LB, Tarakanov AO (2008) Receptor mosaics of neural and immune communication: possible implications for basal ganglia functions. Brain Res Rev 58(2):400\u2013414","journal-title":"Brain Res Rev"},{"issue":"13","key":"391_CR21","doi-asserted-by":"crossref","first-page":"1297","DOI":"10.2174\/092986708784535009","volume":"15","author":"LB Goncharova","year":"2008","unstructured":"Goncharova LB, Tarakanov AO (2008) Why chemokines are cytokines while their receptors are not cytokine ones? Curr Med Chem 15(13):1297\u20131304","journal-title":"Curr Med Chem"},{"issue":"3","key":"391_CR22","doi-asserted-by":"crossref","first-page":"210","DOI":"10.2174\/092986708783497265","volume":"15","author":"LB Goncharova","year":"2008","unstructured":"Goncharova LB, Tarakanov AO (2008) Nanotubes at neural and immune synapses. Curr Med Chem 15(3):210\u2013218","journal-title":"Curr Med Chem"},{"key":"391_CR23","volume-title":"Identification of cellular automata","author":"A Adamatzky","year":"1994","unstructured":"Adamatzky A (1994) Identification of cellular automata. Taylor & Francis, London"},{"issue":"7\u20138","key":"391_CR24","first-page":"394","volume":"31","author":"A Tarakanov","year":"2002","unstructured":"Tarakanov A, Adamatzky A (2002) Virtual clothing in hybrid cellular automata. Kybernetes 31(7\u20138):394\u2013405","journal-title":"Kybernetes"},{"issue":"1","key":"391_CR25","first-page":"39","volume":"2","author":"A Tarakanov","year":"2007","unstructured":"Tarakanov A, Prokaev A (2007) Identification of cellular automata by immunocomputing. J Cell Autom 2(1):39\u201345","journal-title":"J Cell Autom"},{"key":"391_CR26","first-page":"271","volume-title":"Advances in applied self-organizing systems","author":"A Tarakanov","year":"2007","unstructured":"Tarakanov A (2007) Formal immune networks: self-organization and real-world applications. In: Prokopenko M (ed) Advances in applied self-organizing systems. Springer, London, pp 271\u2013290"},{"issue":"2","key":"391_CR27","first-page":"123","volume":"3","author":"A Tarakanov","year":"2007","unstructured":"Tarakanov A, Prokaev A, Varnavskikh E (2007) Immunocomputing of hydroacoustic fields. Int J Unconv Comput 3(2):123\u2013133","journal-title":"Int J Unconv Comput"},{"key":"391_CR28","first-page":"252","volume":"XIV","author":"AO Tarakanov","year":"2007","unstructured":"Tarakanov AO, Sokolova LA, Kvachev SV (2007) Intelligent simulation of hydrophysical fields by immunocomputing. LNGC XIV:252\u2013262","journal-title":"LNGC"},{"key":"391_CR29","first-page":"111","volume":"2787","author":"ND Atreas","year":"2003","unstructured":"Atreas ND, Karanikas CG, Tarakanov AO (2003) Signal processing by an immune type tree transform. LNCS 2787:111\u2013119","journal-title":"LNCS"},{"key":"391_CR30","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1016\/S0960-0779(02)00341-7","volume":"17","author":"C Karanikas","year":"2003","unstructured":"Karanikas C, Prios G (2003) A non-linear discrete transform for pattern recognition of discrete chaotic systems. Chaos Solitons Fractals 17:195\u2013201","journal-title":"Chaos Solitons Fractals"},{"key":"391_CR31","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1002\/cfg.367","volume":"5","author":"ND Atreas","year":"2004","unstructured":"Atreas ND, Karanikas C, Polychronidou P (2004) Signal analysis on strings for immune-type pattern recognition. Compar Funct Genomics 5:69\u201374","journal-title":"Compar Funct Genomics"},{"key":"391_CR32","first-page":"394","volume":"3685","author":"AO Tarakanov","year":"2005","unstructured":"Tarakanov AO, Kvachev SV, Sukhorukov AV (2005) A formal immune network and its implementation for on-line intrusion detection. LNCS 3685:394\u2013405","journal-title":"LNCS"},{"key":"391_CR33","first-page":"90","volume":"106","author":"A Tarakanov","year":"2007","unstructured":"Tarakanov A, Kryukov I, Varnavskikh E, Ivanov V (2007) A mathematical model of intrusion detection by immunocomputing for spatially distributed security systems. RadioSystems 106:90\u201392 (in Russian)","journal-title":"RadioSystems"},{"key":"391_CR34","first-page":"308","volume":"1","author":"AO Tarakanov","year":"2007","unstructured":"Tarakanov AO (2007) Mathematical models of intrusion detection by an intelligent immunochip. CCIS (LNCS) 1:308\u2013319","journal-title":"CCIS (LNCS)"},{"key":"391_CR35","volume-title":"Matrix analysis","author":"R Horn","year":"1986","unstructured":"Horn R, Johnson C (1986) Matrix analysis. Cambridge University Press, Cambridge"},{"key":"391_CR36","first-page":"510","volume":"3630","author":"AO Tarakanov","year":"2005","unstructured":"Tarakanov AO, Goncharova LB, Tarakanov OA (2005) A cytokine formal immune network. LNAI (LNCS) 3630:510\u2013519","journal-title":"LNAI (LNCS)"},{"key":"391_CR37","unstructured":"Renyi A (1961) On measures of entropy and information. In: Proceedings of the 4th Berkeley symposium on mathematics, statistics and probability, Vol 1. pp 547\u2013561"},{"key":"391_CR38","first-page":"129","volume":"3685","author":"JE Johnson","year":"2005","unstructured":"Johnson JE (2005) Networks, Markov Lie monoids, and generalized entropy. LNCS 3685:129\u2013135","journal-title":"LNCS"},{"key":"391_CR39","unstructured":"Bay SD (1999) The UCI KDD Archive: Irvine, CA, University of California, Department of Information and Computer Science, http:\/\/kdd.ics.uci.edu"},{"key":"391_CR40","volume-title":"Advances in kernel methods\u2014support vector learning","author":"T Joachims","year":"1999","unstructured":"Joachims T (1999) Making large-scale SVM learning practical. In: Scholkopf B, Burges C, Smola A (eds) Advances in kernel methods\u2014support vector learning. MIT-Press, Cambridge, MA"},{"key":"391_CR41","volume-title":"Learning to classify text using support vector machines: methods, theory, and algorithms","author":"T Joachims","year":"2003","unstructured":"Joachims T (2003) Learning to classify text using support vector machines: methods, theory, and algorithms. Kluwer, New York"},{"key":"391_CR42","unstructured":"Joachims T (2004) SVM-light: support vector machine, http:\/\/svmlight.joachims.org"},{"key":"391_CR43","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1002\/9780470116449.ch6","volume":"23","author":"Q Ivanciuc","year":"2007","unstructured":"Ivanciuc Q (2007) Applications of support vector machines in chemistry. Rev Comput Chem 23:291\u2013400","journal-title":"Rev Comput Chem"},{"key":"391_CR44","first-page":"538","volume":"4062","author":"JT Yao","year":"2006","unstructured":"Yao JT, Zhao SL, Fan L (2006) An enhanced support vector machine model for intrusion detection. LNAI 4062:538\u2013543","journal-title":"LNAI"},{"issue":"2","key":"391_CR45","doi-asserted-by":"crossref","first-page":"22","DOI":"10.1109\/MCI.2008.919069","volume":"3","author":"AO Tarakanov","year":"2008","unstructured":"Tarakanov AO (2008) Immunocomputing for intelligent intrusion detection. IEEE Comput Intell Mag 3(2):22\u201330","journal-title":"IEEE Comput Intell Mag"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-010-0391-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-010-0391-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-010-0391-7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,29]],"date-time":"2019-05-29T02:07:01Z","timestamp":1559095621000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-010-0391-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,6,17]]},"references-count":45,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2010,11]]}},"alternative-id":["391"],"URL":"https:\/\/doi.org\/10.1007\/s00521-010-0391-7","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,6,17]]}}}