{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T02:40:35Z","timestamp":1713926435527},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"S4","license":[{"start":{"date-parts":[[2009,4,1]],"date-time":"2009-04-01T00:00:00Z","timestamp":1238544000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/2.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["BMC Bioinformatics"],"published-print":{"date-parts":[[2009,4]]},"DOI":"10.1186\/1471-2105-10-s4-s4","type":"journal-article","created":{"date-parts":[[2012,5,1]],"date-time":"2012-05-01T09:35:33Z","timestamp":1335864933000},"source":"Crossref","is-referenced-by-count":5,"title":["Mixture of experts models to exploit global sequence similarity on biomolecular sequence labeling"],"prefix":"10.1186","volume":"10","author":[{"given":"Cornelia","family":"Caragea","sequence":"first","affiliation":[]},{"given":"Jivko","family":"Sinapov","sequence":"additional","affiliation":[]},{"given":"Drena","family":"Dobbs","sequence":"additional","affiliation":[]},{"given":"Vasant","family":"Honavar","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2009,4,29]]},"reference":[{"key":"3283_CR1","doi-asserted-by":"publisher","first-page":"1450","DOI":"10.1261\/rna.2197306","volume":"12","author":"M Terribilini","year":"2006","unstructured":"Terribilini M, Lee JH, Yan C, Jernigan RL, Honavar V, Dobbs D: Predicting RNA-binding Sites from Amino Acid Sequence. RNA Journal. 2006, 12: 1450-1462.","journal-title":"RNA Journal"},{"issue":"Suppl 1","key":"3283_CR2","doi-asserted-by":"publisher","first-page":"i371","DOI":"10.1093\/bioinformatics\/bth920","volume":"20","author":"C Yan","year":"2004","unstructured":"Yan C, Dobbs D, Honavar V: A Two-Stage Classifier for Identification of Protein-Protein Interface Residues. Bioinformatics. 2004, 20 (Suppl 1): i371-i378.","journal-title":"Bioinformatics"},{"key":"3283_CR3","doi-asserted-by":"publisher","first-page":"865","DOI":"10.1016\/0022-2836(88)90564-5","volume":"202","author":"N Qian","year":"1988","unstructured":"Qian N, Sejnowski T: Predicting the secondary structure of globular proteins using neural networks models. J Mol Biol. 1988, 202: 865-884.","journal-title":"J Mol Biol"},{"key":"3283_CR4","doi-asserted-by":"publisher","first-page":"438","DOI":"10.1186\/1471-2105-8-438","volume":"8","author":"C Caragea","year":"2007","unstructured":"Caragea C, Sinapov J, Silvescu A, Dobbs D, Honavar V: Glycosylation site prediction using ensembles of Support Vector Machine classifiers. BMC Bioinformatics. 2007, 8: 438-","journal-title":"BMC Bioinformatics"},{"issue":"17","key":"3283_CR5","doi-asserted-by":"publisher","first-page":"3179","DOI":"10.1093\/bioinformatics\/bth382","volume":"20","author":"JH Kim","year":"2004","unstructured":"Kim JH, Lee J, Oh B, Kimm K, Koh I: Prediction of phosphorylation sites using SVMs. Bioinformatics. 2004, 20 (17): 3179-3184.","journal-title":"Bioinformatics"},{"key":"3283_CR6","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1007\/3-540-70659-3_2","volume-title":"Proceedings Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition","author":"TG Diettrich","year":"2002","unstructured":"Diettrich TG: Machine Learning for Sequential Data: A Review. Proceedings Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition. 2002, 15-30."},{"key":"3283_CR7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/3-540-45014-9_1","volume":"1857","author":"TG Dietterich","year":"2000","unstructured":"Dietterich TG: Ensemble Methods in Machine Learning. Lecture Notes in Computer Science. 2000, 1857: 1-15.","journal-title":"Lecture Notes in Computer Science"},{"key":"3283_CR8","volume-title":"Artificial Intelligence: A Modern Approach","author":"S Russell","year":"2003","unstructured":"Russell S, Norvig P: Artificial Intelligence: A Modern Approach. 2003, Prentice Hall"},{"key":"3283_CR9","doi-asserted-by":"publisher","first-page":"181","DOI":"10.1162\/neco.1994.6.2.181","volume":"6","author":"MI Jordan","year":"1994","unstructured":"Jordan MI, Jacobs RA: Hierarchical mixtures of experts and the EM algorithm. Neural Computation. 1994, 6: 181-214.","journal-title":"Neural Computation"},{"key":"3283_CR10","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1111\/j.2517-6161.1977.tb01600.x","volume":"39","author":"AP Dempster","year":"1977","unstructured":"Dempster AP, Laird NM, Rubin DB: Maximum likelihood from incomplete data via the EM algorithm. Journal of the Royal Statistical Society. 1977, 39: 1-38.","journal-title":"Journal of the Royal Statistical Society"},{"key":"3283_CR11","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1093\/nar\/28.1.235","volume":"28","author":"H Berman","year":"2000","unstructured":"Berman H, Westbrook J, Feng Z, Gilliland G, Bhat T, Weissig H, Shindyalov I, Bourne P: The Protein Data Bank. Nucleic Acid Res. 2000, 28: 235-242.","journal-title":"Nucleic Acid Res"},{"key":"3283_CR12","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1006\/jmbi.2001.4857","volume":"311","author":"J Allers","year":"2001","unstructured":"Allers J, Shamoo Y: Structure-based analysis of protein-RNA interactions using the program ENTANGLE. J mol Biol. 2001, 311: 75-86.","journal-title":"J mol Biol"},{"key":"3283_CR13","unstructured":"Using BLASTClust to Make Non-redundant Sequence Sets. [ http:\/\/toolkit.tuebingen.mpg.de\/blastclust ]"},{"key":"3283_CR14","volume-title":"Pattern Classification","author":"R Duda","year":"2001","unstructured":"Duda R, Hart E, Stork D: Pattern Classification. 2001, Wiley, Second","edition":"Second"},{"issue":"8","key":"3283_CR15","doi-asserted-by":"publisher","first-page":"888","DOI":"10.1109\/34.868688","volume":"22","author":"J Shi","year":"2000","unstructured":"Shi J, Malik J: Normalized cuts and image segmentation. Pattern Analysis and Machine Intelligence. 2000, 22 (8): 888-905.","journal-title":"Pattern Analysis and Machine Intelligence"},{"key":"3283_CR16","first-page":"269","volume-title":"Proceedings of SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"IS Dhillon","year":"2001","unstructured":"Dhillon IS: Co-clustering documents and words using bipartite spectral graph partitioning. Proceedings of SIGKDD International Conference on Knowledge Discovery and Data Mining. 2001, 269-274."},{"issue":"5","key":"3283_CR17","doi-asserted-by":"publisher","first-page":"1571","DOI":"10.1093\/nar\/gkj515","volume":"34","author":"A Paccanaro","year":"2006","unstructured":"Paccanaro A, Casbon JA, Saqi MAS: Spectral clustering of protein sequences. Nucleic Acids Research. 2006, 34 (5): 1571-1580.","journal-title":"Nucleic Acids Research"},{"key":"3283_CR18","volume-title":"Machine Learning","author":"TM Mitchell","year":"1997","unstructured":"Mitchell TM: Machine Learning. 1997, McGraw Hill"},{"key":"3283_CR19","volume-title":"Advances in Neural Information Processing Systems (NIPS), NIPS","author":"AY Ng","year":"2002","unstructured":"Ng AY, Jordan MI: On discriminative vs. generative classifiers: A comparison of logistic regression and naive Bayes. Advances in Neural Information Processing Systems (NIPS), NIPS. 2002"},{"key":"3283_CR20","unstructured":"Weka 3: Data Mining Software in Java. [ http:\/\/www.cs.waikato.ac.nz\/ml\/weka\/ ]"},{"key":"3283_CR21","first-page":"320","volume-title":"IEEE 7th International Symposium on Bioinformatics and Bioengineering","author":"C Caragea","year":"2007","unstructured":"Caragea C, Sinapov J, Dobbs D, Honavar V: Assessing the Performance of Macromolecular Sequence Classifiers. IEEE 7th International Symposium on Bioinformatics and Bioengineering. 2007, 320-326."},{"key":"3283_CR22","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1145\/1143844.1143874","volume-title":"Proceedings of the 23rd International Conference on Machine Learning","author":"J Davis","year":"2006","unstructured":"Davis J, Goadrich M: The Relationship Between Precision-Recall and ROC Curves. Proceedings of the 23rd International Conference on Machine Learning. 2006, 233-240."},{"issue":"5","key":"3283_CR23","doi-asserted-by":"publisher","first-page":"412","DOI":"10.1093\/bioinformatics\/16.5.412","volume":"16","author":"P Baldi","year":"2000","unstructured":"Baldi P, Brunak S, Chauvin Y, Andersen C, Nielsen H: Assessing the accuracy of prediction algorithms for classification: an overview. Bioinformatics. 2000, 16 (5): 412-424.","journal-title":"Bioinformatics"}],"container-title":["BMC Bioinformatics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1471-2105-10-S4-S4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1186\/1471-2105-10-S4-S4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1186\/1471-2105-10-S4-S4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,24]],"date-time":"2024-04-24T02:11:52Z","timestamp":1713924712000},"score":1,"resource":{"primary":{"URL":"https:\/\/bmcbioinformatics.biomedcentral.com\/articles\/10.1186\/1471-2105-10-S4-S4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,4]]},"references-count":23,"journal-issue":{"issue":"S4","published-print":{"date-parts":[[2009,4]]}},"alternative-id":["3283"],"URL":"https:\/\/doi.org\/10.1186\/1471-2105-10-s4-s4","relation":{},"ISSN":["1471-2105"],"issn-type":[{"value":"1471-2105","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,4]]},"article-number":"S4"}}