{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,3]],"date-time":"2025-11-03T13:16:01Z","timestamp":1762175761049},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2004,10,12]],"date-time":"2004-10-12T00:00:00Z","timestamp":1097539200000},"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":[[2004,12]]},"DOI":"10.1007\/s00521-004-0427-y","type":"journal-article","created":{"date-parts":[[2004,10,11]],"date-time":"2004-10-11T14:20:28Z","timestamp":1097504428000},"page":"323-338","source":"Crossref","is-referenced-by-count":9,"title":["New supervision architecture based on on-line modelling of non-stationary data"],"prefix":"10.1007","volume":"13","author":[{"given":"St\ufffdphane","family":"Lecoeuche","sequence":"first","affiliation":[]},{"given":"Christophe","family":"Lurette","sequence":"additional","affiliation":[]},{"given":"Sylvain","family":"Lalot","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2004,10,12]]},"reference":[{"key":"CR1","doi-asserted-by":"crossref","first-page":"213","DOI":"10.1162\/neco.1991.3.2.213","volume":"3","author":"Platt","year":"1991","unstructured":"Platt J (1991) A resource-allocating network for function interpolation. Neural Comput 3:213?225","journal-title":"Neural Comput"},{"key":"CR2","unstructured":"Gomm J (1995) Process fault diagnostic using self-adaptive neural network with on-line learning capabilities. In: Proceedings of the IFAC workshop on on-line fault detection and supervision in the chemical process industries, vol 1, Newcastle, United Kingdom, January 1995, pp 69?74"},{"key":"CR3","doi-asserted-by":"crossref","unstructured":"Fritzke B (1997) A self-organizing network that can follow non-stationary distributions. In: Proceedings of the 7th international conference on artificial neural networks (ICANN?97), Lausanne, Switzerland, October 1997, pp 613?618","DOI":"10.1007\/BFb0020222"},{"key":"CR4","unstructured":"Kasabov N (1999) Evolving connectionist systems for on-line, knowledge-based learning: principles and applications. Technical report, Department of Information Science, University of Otago, New Zealand"},{"key":"CR5","first-page":"164","volume":"5","author":"Hassibi","year":"1993","unstructured":"Hassibi B, Stork D (1993) Second order derivatives for network pruning: optimal brain surgeon. Adv Neural Inf Processing Syst 5:164?171","journal-title":"Adv Neural Inf Processing Syst"},{"key":"CR6","doi-asserted-by":"crossref","first-page":"519","DOI":"10.1109\/72.572092","volume":"8","author":"Castellano","year":"1997","unstructured":"Castellano G, Fanelli AM, Pelillo M (1997) An iterative pruning algorithm for feedforward neural networks. IEEE Trans Neural Netw 8:519?531","journal-title":"IEEE Trans Neural Netw"},{"key":"CR7","doi-asserted-by":"crossref","first-page":"497","DOI":"10.1109\/5326.983933","volume":"31","author":"Polikar","year":"2001","unstructured":"Polikar R, Udpa L, Udpa S, Honavar V (2001) Learn ++: an incremental learning algorithm for supervised neural networks. IEEE Trans Sys Mans Cybern 31:497?508","journal-title":"IEEE Trans Sys Mans Cybern"},{"key":"CR8","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1023\/A:1015733517815","volume":"15","author":"Engelbrecht","year":"2002","unstructured":"Engelbrecht A, Brits R (2002) Supervised training using an unsupervised approach to active learning. Neural Processing Lett 15:247?260","journal-title":"Neural Processing Lett"},{"key":"CR9","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1016\/S0165-0114(02)00060-X","volume":"132","author":"Mouchaweh","year":"2002","unstructured":"Mouchaweh M, Devillez A, Villermain G, Billaudel P (2002) Incremental learning in fuzzy pattern matching. Fuzzy Sets Sys 132:49?62","journal-title":"Fuzzy Sets Sys"},{"key":"CR10","doi-asserted-by":"crossref","first-page":"1021","DOI":"10.1109\/72.712183","volume":"9","author":"Eltoft","year":"1998","unstructured":"Eltoft T, de Figueiredo R (1998) A new neural network for cluster detection and labeling. IEEE Trans Neural Netw 9:1021?1035","journal-title":"IEEE Trans Neural Netw"},{"key":"CR11","doi-asserted-by":"crossref","unstructured":"Lurette C, Lecoeuche S (2001) Improvement of cluster detection and labeling neural network by introducing elliptical basis functions. In: Dorffner G, Bischof H, Hornik K (eds) Proceedings of the international conference on artificial neural networks (ICANN 2001), Vienna, Austria, August 2001, pp 196?202","DOI":"10.1007\/3-540-44668-0_28"},{"key":"CR12","doi-asserted-by":"crossref","first-page":"87","DOI":"10.1016\/S0925-2312(02)00599-4","volume":"51","author":"Deng","year":"2003","unstructured":"Deng D, Kasabov N (2003) On-line pattern analysis by evolving self-organizing maps. Neurocomputing 51:87?103","journal-title":"Neurocomputing"},{"key":"CR13","doi-asserted-by":"crossref","unstructured":"Lecoeuche S, Lurette C (2003) Auto-adaptive and dynamical clustering neural network. In: Proceedings of the 13th international conference on neural networks (ICANN 2003), Istanbul, Turkey, June 2003, pp 350?358","DOI":"10.1007\/3-540-44989-2_42"},{"key":"CR14","unstructured":"Lurette C (2003) D\u00e9veloppement d?une technique neuronale auto-adaptative pour la classification dynamique de donn\u00e9es \u00e9volutives. Application \u00e0 la supervision d?une presse hydraulique. PhD thesis, Universit\u00e9 des Sciences et Technologies de Lille, Lille, France"},{"key":"CR15","first-page":"theory","volume":"change","author":"Basseville","year":"1993","unstructured":"Basseville M, Nikiforov IV (1993) Detection of abrupt change: theory and application. Prentice Hall, Englewood Cliffs, New Jersey","journal-title":"Detection of abrupt"},{"key":"CR16","unstructured":"Amadou Boubacar H (2002) Outils pour la d\u00e9tection de changements de comportement d?un syst\u00e8me. Rapport de DEA de l?universit\u00e9 de Sciences et Technologies de Lille, Lille, France"},{"key":"CR17","unstructured":"Lecoeuche S (2002) Unsupervised classifier for monitoring and diagnostic of time series. In: Proceedings of the 12th European symposium on artificial neural networks (ESANN 2002) Bruges, Belgium, April 2002, 419?424"},{"key":"CR18","doi-asserted-by":"crossref","unstructured":"Lurette C, Lecoeuche S (2003) An unsupervised and auto-adaptive neural architecture for on-line monitoring of an hydraulic process. Eng Appl Artif Intell 16(5?6):441?451","DOI":"10.1016\/S0952-1976(03)00064-2"},{"key":"CR19","first-page":"115","volume":"212","author":"Pham","year":"1998","unstructured":"Pham DT, Chan AB (1998) Control chart pattern recognition using a new type of self organizing neural networks. Proc Instn Mech Engrs 212:115?127","journal-title":"Proc Instn Mech Engrs"},{"key":"CR20","first-page":"theory","volume":"identification","author":"Ljung","year":"1999","unstructured":"Ljung L (1999) System identification: theory for the user, 2nd edn. Prentice Hall, Upper Saddle River, New Jersey","journal-title":"System"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-004-0427-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-004-0427-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-004-0427-y","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,4,3]],"date-time":"2020-04-03T09:48:42Z","timestamp":1585907322000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-004-0427-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004,10,12]]},"references-count":20,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2004,12]]}},"alternative-id":["427"],"URL":"https:\/\/doi.org\/10.1007\/s00521-004-0427-y","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004,10,12]]}}}