{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T19:56:27Z","timestamp":1725566187802},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540231769"},{"type":"electronic","value":"9783540301387"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-30138-7_3","type":"book-chapter","created":{"date-parts":[[2010,9,19]],"date-time":"2010-09-19T00:10:34Z","timestamp":1284855034000},"page":"17-30","source":"Crossref","is-referenced-by-count":3,"title":["Using Fuzzy Self-Organising Maps for Safety Critical Systems"],"prefix":"10.1007","author":[{"given":"Zeshan","family":"Kurd","sequence":"first","affiliation":[]},{"given":"Tim P.","family":"Kelly","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"3_CR1","unstructured":"Lisboa, P.: Industrial use of safety-related artificial neural networks. Health & Safety Executive\u00a0327 (2001)"},{"key":"3_CR2","doi-asserted-by":"crossref","unstructured":"Hull, J., Ward, D., Zakrzewski, R.: Verification and Validation of Neural Networks for Safety-Critical Applications. Barron Associates, Inc. and Goodrich Aerospace, Fuel and Utility Systems (2002)","DOI":"10.1109\/ACC.2002.1025416"},{"key":"3_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/978-3-540-39878-3_7","volume-title":"Computer Safety, Reliability, and Security","author":"Z. Kurd","year":"2003","unstructured":"Kurd, Z., Kelly, T.P.: Safety Lifecycle for Developing Safety Critical Artificial Neural Networks. In: Anderson, S., Felici, M., Littlewood, B. (eds.) SAFECOMP 2003. LNCS, vol.\u00a02788, pp. 77\u201391. Springer, Heidelberg (2003)"},{"key":"3_CR4","volume-title":"Practical Assessment of Neural Network Applications","author":"I. Nabney","year":"2000","unstructured":"Nabney, I., et al.: Practical Assessment of Neural Network Applications. Aston University & Lloyd\u2019s Register, UK (2000)"},{"key":"3_CR5","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1016\/0165-0114(94)90312-3","volume":"66","author":"P. Vuorimaa","year":"1994","unstructured":"Vuorimaa, P.: Fuzzy self-organising map. Fuzzy Sets and Systems\u00a066, 223\u2013231 (1994)","journal-title":"Fuzzy Sets and Systems"},{"key":"3_CR6","volume-title":"Neuro-Fuzzy Systems in Control, Masters Thesis, Department of Electrical Engineering","author":"T. Ojala","year":"1994","unstructured":"Ojala, T.: Neuro-Fuzzy Systems in Control, Masters Thesis, Department of Electrical Engineering. Tampere University of Technology, Tampere (1994)"},{"key":"3_CR7","volume-title":"Self-organisation and associative memory","author":"T. Kohonen","year":"1984","unstructured":"Kohonen, T.: Self-organisation and associative memory. Springer, Berlin (1984)"},{"issue":"3","key":"3_CR8","doi-asserted-by":"publisher","first-page":"665","DOI":"10.1109\/21.256541","volume":"23","author":"J.S.R. Jang","year":"1993","unstructured":"Jang, J.S.R.: ANFIS: adaptive-network-based fuzzy inference systems. IEEE Trans. Syst. Man. Cybern.\u00a023(3), 665\u2013685 (1993)","journal-title":"IEEE Trans. Syst. Man. Cybern."},{"issue":"5","key":"3_CR9","doi-asserted-by":"publisher","first-page":"752","DOI":"10.1109\/72.159063","volume":"3","author":"H. Takagi","year":"1992","unstructured":"Takagi, H., et al.: Neural networks designed on approximate reasoning architecture and their applications. IEEE Trans. Neural Networks\u00a03(5), 752\u2013760 (1992)","journal-title":"IEEE Trans. Neural Networks"},{"key":"3_CR10","volume-title":"Neuro-fuzzy adaptive modelling and control","author":"M. Brown","year":"1994","unstructured":"Brown, M., Harris, C.: Neuro-fuzzy adaptive modelling and control. Prentice Hall, New York (1994)"},{"key":"3_CR11","volume-title":"Neural Networks: A Comprehensive Foundation","author":"S. Haykin","year":"1999","unstructured":"Haykin, S.: Neural Networks: A Comprehensive Foundation. Prentice-Hall, Englewood Cliffs (1999)"},{"key":"3_CR12","doi-asserted-by":"crossref","unstructured":"Towell, G., Shavlik, J.W.: Knowledge-Based Artificial Neural Networks. Artificial Intelligence (70), 119\u2013165 (1994)","DOI":"10.1016\/0004-3702(94)90105-8"},{"key":"3_CR13","doi-asserted-by":"crossref","unstructured":"Kurd, Z., Kelly, T.P.: Establishing Safety Criteria for Artificial Neural Networks. In: Seventh International Conference on Knowledge-Based Intelligent Information & Engineering Systems (KES 2003), Oxford, UK (2003)","DOI":"10.1007\/978-3-540-45224-9_24"},{"key":"3_CR14","unstructured":"Wen, W., Callahan, J., Napolitano, M.: Towards Developing Verifiable Neural Network Controller, Department of Aerospace Engineering, NASA\/WVU Software Research Laboratory, West Virginia University, Morgantown, WV (1996)"},{"issue":"10","key":"3_CR15","first-page":"1163","volume":"-7","author":"L.X. Wang","year":"1992","unstructured":"Wang, L.X.: Fuzzy systems are universal approximators. IEEE Trans. Syst. Man. Cybern. SMC-7(10), 1163\u20131170 (1992)","journal-title":"IEEE Trans. Syst. Man. Cybern. SMC"},{"key":"3_CR16","unstructured":"Jackson, T.O., McDermid, J.: Certification of Neural Networks. ERA Technology Ltd., Report 97-0365, Project 13-01-4745 (1997)"},{"key":"3_CR17","unstructured":"CISHEC, A Guide to Hazard and Operability Studies, The Chemical Industry Safety and Health Council of the Chemical Industries Association Ltd. (1977)"},{"key":"3_CR18","unstructured":"Bilgic, T., Turksen, I.B.: Measurement of membership functions: theoretical and empirical. In: Dubois, Prade (eds.) Handbook of fuzzy sets and systems (1997)"},{"key":"3_CR19","unstructured":"Fox, J., Robertson, D.: Industrial use of Safety Related Expert Systems. Health & Safety Executive 296 (2000)"},{"key":"3_CR20","doi-asserted-by":"crossref","unstructured":"Oliveira, J.V.: Semantic Constraints for Membership Function Optimisation. IEEE Trans. Syst., Man., Cybern. Part A: Systems and Humans\u00a029(1) (1999)","DOI":"10.1109\/3468.736369"},{"key":"3_CR21","doi-asserted-by":"crossref","unstructured":"Chipperfield, A.J., Bica, B., Fleming, P.J.: Fuzzy Scheduling Control of a Gas Turbine Aero-Engine: A Multiobjective Approach. IEEE Trans. on Indus. Elec.\u00a049(3) (2002)","DOI":"10.1109\/TIE.2002.1005378"}],"container-title":["Lecture Notes in Computer Science","Computer Safety, Reliability, and Security"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-30138-7_3.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T04:44:12Z","timestamp":1605761052000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-30138-7_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540231769","9783540301387"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-30138-7_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2004]]}}}