{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,6]],"date-time":"2025-06-06T04:30:08Z","timestamp":1749184208894},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642326387"},{"type":"electronic","value":"9783642326394"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-32639-4_56","type":"book-chapter","created":{"date-parts":[[2012,8,1]],"date-time":"2012-08-01T11:07:54Z","timestamp":1343819274000},"page":"459-466","source":"Crossref","is-referenced-by-count":1,"title":["A Neural Network Based Approach for GPCR Protein Prediction Using Pattern Discovery"],"prefix":"10.1007","author":[{"given":"Tsang Ing","family":"Ren","sequence":"first","affiliation":[]},{"given":"George D. C.","family":"Calvalcanti","sequence":"additional","affiliation":[]},{"given":"Francisco","family":"Nascimento Junior","sequence":"additional","affiliation":[]},{"given":"Gabriela","family":"Espadas","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"56_CR1","doi-asserted-by":"publisher","first-page":"174","DOI":"10.1093\/bioinformatics\/17.suppl_1.S174","volume":"17","author":"S. Moller","year":"2001","unstructured":"Moller, S., Vilo, J., Croning, D.R.: Prediction of coupling specificity of G protein coupled receptors to their G proteins. Bioinformatics\u00a017, S174\u2013S181 (2001)","journal-title":"Bioinformatics"},{"key":"56_CR2","unstructured":"Vilo, J.: Discovering Frequent Patterns from Strings. Department of Computer Science, University of Helsinki (1998)"},{"key":"56_CR3","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780195119404.001.0001","volume-title":"Pattern Discovery in Biomolecular Data: Tools, Techniques, and Applications","author":"J.T.L. Wang","year":"1999","unstructured":"Wang, J.T.L., Shapiro, B.A., Shasha, D.: Pattern Discovery in Biomolecular Data: Tools, Techniques, and Applications. Oxford University Press, USA (1999)"},{"key":"56_CR4","doi-asserted-by":"publisher","first-page":"234","DOI":"10.1093\/bioinformatics\/19.2.234","volume":"19","author":"J. Cao","year":"2003","unstructured":"Cao, J., Panetta, R., Yue, S., Steyaert, A., Young-Bellido, M., Ahmad, S.: A naive Bayes model to predict coupling between seven transmembrane domain receptors and G-proteins. Bioinformatics\u00a019, 234\u2013240 (2003)","journal-title":"Bioinformatics"},{"key":"56_CR5","doi-asserted-by":"publisher","first-page":"4101","DOI":"10.1093\/bioinformatics\/bti679","volume":"21","author":"N.G. Sgourakis","year":"2005","unstructured":"Sgourakis, N.G., Bagos, P.G., Hamodrakas, S.J.: Prediction of the coupling specificity of GPCRs to four families of G-proteins using hidden Markov models and artificial neural networks. Bioinformatics\u00a021, 4101\u20134106 (2005)","journal-title":"Bioinformatics"},{"key":"56_CR6","doi-asserted-by":"publisher","first-page":"3490","DOI":"10.1093\/bioinformatics\/bth434","volume":"20","author":"K.R. Sreekumar","year":"2004","unstructured":"Sreekumar, K.R., Huang, Y., Pausch, M.H., Gulukota, K.: Predicting GPCR\u2013G-protein coupling using hidden Markov models. Bioinformatics\u00a020, 3490\u20133499 (2004)","journal-title":"Bioinformatics"},{"key":"56_CR7","volume-title":"Bioinformatics: The Machine Learning Approach","author":"P. Baldi","year":"1998","unstructured":"Baldi, P., Brunak, S.: Bioinformatics: The Machine Learning Approach. The MIT Press, Cambrigde (1998)"},{"key":"56_CR8","unstructured":"Press, W.H., Teukolsky, S.A., Vetterling, W.T., Flannery, B.P.: Numerical Recipies in C++: The Art of Scientific Computing. Cambridge University Press (2002)"},{"key":"56_CR9","unstructured":"Haykin, S.: Neural Networks: A Comprehensive Foundation. Prentice Hall (1998)"},{"key":"56_CR10","doi-asserted-by":"crossref","unstructured":"Riedmiller, M., Braun, H.: A direct adaptive method for faster backpropagation learning: the Rprop algorithm. In: Proceedings of ICNN, San Francisco (1993)","DOI":"10.1109\/ICNN.1993.298623"},{"key":"56_CR11","unstructured":"Fawcett, T.: ROC Graphs: Notes and Practical Considerations for Researchers. HP Laboratories (March 16, 2004)"},{"key":"56_CR12","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1093\/bioinformatics\/18.1.147","volume":"18","author":"R. Karchin","year":"2002","unstructured":"Karchin, R., Karplus, K., Haussler, D.: Classifying G-protein coupled receptors with support vector machines. Bioinformatics\u00a018, 147\u2013159 (2002)","journal-title":"Bioinformatics"},{"key":"56_CR13","unstructured":"Nascimento, F., Ren, T.I., Cavalcanti, G.D.C.: A SVM for GPCR Protein Prediction Using Pattern Discovery. In: Proceedings of HIS (2008)"}],"container-title":["Lecture Notes in Computer Science","Intelligent Data Engineering and Automated Learning - IDEAL 2012"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-32639-4_56.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,25]],"date-time":"2022-01-25T02:22:53Z","timestamp":1643077373000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-32639-4_56"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642326387","9783642326394"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-32639-4_56","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}