{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,6]],"date-time":"2026-02-06T02:35:34Z","timestamp":1770345334139,"version":"3.49.0"},"publisher-location":"Berlin, Heidelberg","reference-count":9,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540287551","type":"print"},{"value":"9783540287568","type":"electronic"}],"license":[{"start":{"date-parts":[[2005,1,1]],"date-time":"2005-01-01T00:00:00Z","timestamp":1104537600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2005,1,1]],"date-time":"2005-01-01T00:00:00Z","timestamp":1104537600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11550907_6","type":"book-chapter","created":{"date-parts":[[2021,2,12]],"date-time":"2021-02-12T16:24:41Z","timestamp":1613147081000},"page":"31-37","source":"Crossref","is-referenced-by-count":24,"title":["Monotonic Multi-layer Perceptron Networks as Universal Approximators"],"prefix":"10.1007","author":[{"given":"Bernhard","family":"Lang","sequence":"first","affiliation":[]}],"member":"297","reference":[{"key":"6_CR1","doi-asserted-by":"publisher","first-page":"639","DOI":"10.1162\/neco.1995.7.4.639","volume":"7","author":"Y.S. Abu-Mostafa","year":"1995","unstructured":"Abu-Mostafa, Y.S.: Hints. Neural Computation\u00a07, 639\u2013671 (1995)","journal-title":"Neural Computation"},{"key":"6_CR2","doi-asserted-by":"crossref","unstructured":"Lampinen, J., Selonen, A.: Multilayer perceptron training with inaccurate derivative information. In: Proc. IEEE International Conference on Neural Networks ICNN 1995, Perth, West Australia, vol.\u00a05, pp. 2811\u20132815 (1995)","DOI":"10.1109\/ICNN.1995.488178"},{"key":"6_CR3","unstructured":"Sill, J., Abu-Mostafa, Y.S.: Monotonicity hints. In: Advances in Neural Information Processing Systems, Cambridge, MA, vol.\u00a09, pp. 634\u2013640 (1997)"},{"key":"6_CR4","unstructured":"Sill, J.: Monotonic networks. In: Advances in Neural Information Processing Systems, Cambridge, MA, vol. 10, pp. 661\u2013667 (1998)"},{"key":"6_CR5","unstructured":"Rollfinke, R.: Globale Modellierung mit Neuronalen Netzen unter Einhaltung von Nebenbedingungen in den Gradienten. Diploma thesis in cooperation with Siemens AG, Fakult\u00e4t f\u00fcr Informatik und Automatisierung, TU Ilmenau, Germany (2000)"},{"key":"6_CR6","unstructured":"Lang, B.: K\u00f6nnen Neuronale Netze monotones Verhalten f\u00fcr bestimmte Dimensionen garantieren? Technical report, Siemens AG, unpublished, Munich, Germany (1999)"},{"key":"6_CR7","doi-asserted-by":"crossref","unstructured":"Zhang, H., Zhang, Z.: Feedforward networks with monotone constraints. In: Proc. IEEE International Joint Conference on Neural Networks IJCNN 1999, Washington, DC, USA, vol.\u00a03, pp. 1820\u20131823 (1999)","DOI":"10.1109\/IJCNN.1999.832655"},{"key":"6_CR8","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1016\/0893-6080(89)90020-8","volume":"2","author":"K. Hornik","year":"1989","unstructured":"Hornik, K., Stinchcombe, M., White, H.: Multilayer feedforward networks are universal approximators. Neural Networks\u00a02, 359\u2013366 (1989)","journal-title":"Neural Networks"},{"key":"6_CR9","unstructured":"L\u00f6ffler, H.U., D\u00f6ll, R., Forsch, G.: Microstructure monitor controls product quality at Thyssen Beeckerwerth. In: Proc. METEC Congress, 3rd European Rolling Conference, D\u00fcsseldorf, Germany, pp. 221\u2013225 (2003)"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks: Formal Models and Their Applications \u2013 ICANN 2005"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11550907_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,24]],"date-time":"2024-08-24T03:34:59Z","timestamp":1724470499000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11550907_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540287551","9783540287568"],"references-count":9,"URL":"https:\/\/doi.org\/10.1007\/11550907_6","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2005]]}}}