{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,26]],"date-time":"2025-10-26T13:58:24Z","timestamp":1761487104659},"reference-count":0,"publisher":"Oxford University Press (OUP)","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004,2,12]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>Summary: The back-propagation neural network algorithm is a commonly used method for predicting the secondary structure of proteins. Whilst popular, this method can be slow to learn and here we compare it with an alternative: the cascade-correlation architecture. Using a constructive algorithm, cascade-correlation achieves predictive accuracies comparable to those obtained by back-propagation, in shorter time.<\/jats:p>\n               <jats:p>Availability: A web server is available to a trained cascade-correlation neural network, with links to the source code for both algorithms.<\/jats:p>","DOI":"10.1093\/bioinformatics\/btg423","type":"journal-article","created":{"date-parts":[[2004,2,11]],"date-time":"2004-02-11T16:52:44Z","timestamp":1076518364000},"page":"419-420","source":"Crossref","is-referenced-by-count":8,"title":["Predicting protein secondary structure by cascade-correlation neural networks"],"prefix":"10.1093","volume":"20","author":[{"given":"Matthew J.","family":"Wood","sequence":"first","affiliation":[]},{"given":"Jonathan D.","family":"Hirst","sequence":"additional","affiliation":[]}],"member":"286","published-online":{"date-parts":[[2004,1,22]]},"container-title":["Bioinformatics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/academic.oup.com\/bioinformatics\/article-pdf\/20\/3\/419\/48905163\/bioinformatics_20_3_419.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/academic.oup.com\/bioinformatics\/article-pdf\/20\/3\/419\/48905163\/bioinformatics_20_3_419.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,25]],"date-time":"2023-01-25T18:21:09Z","timestamp":1674670869000},"score":1,"resource":{"primary":{"URL":"https:\/\/academic.oup.com\/bioinformatics\/article\/20\/3\/419\/186273"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004,1,22]]},"references-count":0,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2004,2,12]]}},"URL":"https:\/\/doi.org\/10.1093\/bioinformatics\/btg423","relation":{},"ISSN":["1367-4811","1367-4803"],"issn-type":[{"value":"1367-4811","type":"electronic"},{"value":"1367-4803","type":"print"}],"subject":[],"published-other":{"date-parts":[[2004,2,12]]},"published":{"date-parts":[[2004,1,22]]}}}