{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,27]],"date-time":"2025-02-27T05:05:16Z","timestamp":1740632716324,"version":"3.38.0"},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642162473"},{"type":"electronic","value":"9783642162480"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-16248-0_10","type":"book-chapter","created":{"date-parts":[[2010,10,1]],"date-time":"2010-10-01T02:21:24Z","timestamp":1285899684000},"page":"30-37","source":"Crossref","is-referenced-by-count":0,"title":["1-vs-Others Rough Decision Forest"],"prefix":"10.1007","author":[{"given":"Jinmao","family":"Wei","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shuqin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guoying","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"10_CR1","unstructured":"Breiman, L., Friedman, J.H., Olshen, R.A., Stone, C.J.: Classification and Regression Trees. Technical report. Wadsworth International, Monterey, CA (1984)"},{"key":"10_CR2","first-page":"81","volume":"3","author":"J.R. Quinlan","year":"1986","unstructured":"Quinlan, J.R.: Introduction of Decision Trees. Machine Learning\u00a03, 81\u2013106 (1986)","journal-title":"Machine Learning"},{"key":"10_CR3","volume-title":"C4.5: Programs for Machine Learning","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Francisco (1993)"},{"key":"10_CR4","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/0890-5401(89)90010-2","volume":"80","author":"J.R. Quinlan","year":"1989","unstructured":"Quinlan, J.R., Rivest, R.: Inferring Decision Trees Using the Minimum Description Length Principle. Information and Computation\u00a080, 227\u2013248 (1989)","journal-title":"Information and Computation"},{"key":"10_CR5","first-page":"87","volume":"8","author":"U.M. Fayyad","year":"1992","unstructured":"Fayyad, U.M., Irani, K.B.: On the Handling of Continuous-valued Attributes in Decision Tree Generation. Machine Learning\u00a08, 87\u2013102 (1992)","journal-title":"Machine Learning"},{"key":"10_CR6","first-page":"123","volume":"24","author":"L. Breiman","year":"1996","unstructured":"Breiman, L.: Bagging Predictors. Machine Learning\u00a024, 123\u2013140 (1996)","journal-title":"Machine Learning"},{"key":"10_CR7","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L. Breiman","year":"2001","unstructured":"Breiman, L.: Random Forests. Machine Learning\u00a045, 5\u201332 (2001)","journal-title":"Machine Learning"},{"key":"10_CR8","unstructured":"Dietterich, T.G., Kong, E.B.: Machine Learning Bias, Statistical Bias and Statistical Variance of Decision Tree Algorithms. Technical Report. Oregon State University (1995)"},{"key":"10_CR9","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1006\/jcss.1997.1504","volume":"55","author":"Y. Freund","year":"1997","unstructured":"Freund, Y., Schapire, R.E.: A Decision-theoretic Generalization of On-line Learning and an Application to Boosting. Journal of Computer and System Sciences\u00a055, 119\u2013139 (1997)","journal-title":"Journal of Computer and System Sciences"},{"key":"10_CR10","unstructured":"Quinlan, J.R.: Bagging, Boosting, and C4.5. In: Proceedings, Fourteenth National Conference on Artificial Intelligence (1996)"},{"key":"10_CR11","doi-asserted-by":"publisher","first-page":"832","DOI":"10.1109\/34.709601","volume":"20","author":"T.K. Ho","year":"1998","unstructured":"Ho, T.K.: The Random Subspace Method for Constructing Decision Forests. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a020, 832\u2013844 (1998)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"10_CR12","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z. Pawlak","year":"1982","unstructured":"Pawlak, Z.: Rough sets. International Journal of Computer and Information Science\u00a011, 341\u2013356 (1982)","journal-title":"International Journal of Computer and Information Science"},{"key":"10_CR13","first-page":"25","volume":"1","author":"J.M. Wei","year":"2003","unstructured":"Wei, J.M.: Rough Set Based Approach to Selection of Node. International Journal of Computational Cognition\u00a01, 25\u201340 (2003)","journal-title":"International Journal of Computational Cognition"},{"key":"10_CR14","doi-asserted-by":"publisher","first-page":"695","DOI":"10.1016\/j.knosys.2006.10.001","volume":"20","author":"J.M. Wei","year":"2007","unstructured":"Wei, J.M., Wang, S.Q., et al.: Rough Set Based Approach for Inducing Decision Trees. Knowledge-Based Systems\u00a020, 695\u2013702 (2007)","journal-title":"Knowledge-Based Systems"},{"key":"10_CR15","first-page":"110","volume":"3","author":"R. Yellasiri","year":"2005","unstructured":"Yellasiri, R., Rao, C.R., Reddy, V.: Decision Tree Induction Using Rough Set Theory: Comparative Study. Journal of Theoretical and Applied Information Technology\u00a03, 110\u2013114 (2005)","journal-title":"Journal of Theoretical and Applied Information Technology"},{"key":"10_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1007\/978-3-540-45228-7_18","volume-title":"Data Warehousing and Knowledge Discovery","author":"S. Minz","year":"2003","unstructured":"Minz, S., Jain, R.: Rough Set Based Decision Tree Model for Classification. In: Kambayashi, Y., Mohania, M., W\u00f6\u00df, W. (eds.) DaWaK 2003. LNCS, vol.\u00a02737, pp. 172\u2013181. Springer, Heidelberg (2003)"},{"key":"10_CR17","doi-asserted-by":"crossref","first-page":"133","DOI":"10.3233\/HIS-2005-2204","volume":"2","author":"S. Minz","year":"2005","unstructured":"Minz, S., Jain, R.: Refining Decision Tree Classifiers Using Rough Set Tools. International Journal of Hybrid Intelligent Systems\u00a02, 133\u2013148 (2005)","journal-title":"International Journal of Hybrid Intelligent Systems"},{"key":"10_CR18","doi-asserted-by":"publisher","first-page":"3896","DOI":"10.1093\/bioinformatics\/bti631","volume":"21","author":"A.C. Tan","year":"2005","unstructured":"Tan, A.C., Naiman, D.Q., Xu, L., Winclow, R.L., Geman, D.: Simple Decision Rules for Classifying Human Cancers from Gene Expression Profiles. Bioinformatics\u00a021, 3896\u20133904 (2005)","journal-title":"Bioinformatics"},{"key":"10_CR19","doi-asserted-by":"publisher","first-page":"673","DOI":"10.1038\/89044","volume":"7","author":"J. Khan","year":"2001","unstructured":"Khan, J., et al.: Classification and Diagnostic Prediction of Cancers Using Gene Expression Profiling and Artificial Neural Networks. Nat. Med.\u00a07, 673\u2013679 (2001)","journal-title":"Nat. Med."},{"key":"10_CR20","doi-asserted-by":"publisher","first-page":"15149","DOI":"10.1073\/pnas.211566398","volume":"98","author":"S. Ramaswamy","year":"2001","unstructured":"Ramaswamy, S., et al.: Multiclass Cancer Diagnosis Using Tumor Gene Expression Signatures. Proc. Natl. Acad. Sci. USA\u00a098, 15149\u201315154 (2001)","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"10_CR21","first-page":"7388","volume":"61","author":"A.I. Su","year":"2001","unstructured":"Su, A.I., et al.: Molecular Classification of Human Carcinomas by Use of Gene Expression Signatures. Cancer Res.\u00a061, 7388\u20137393 (2001)","journal-title":"Cancer Res."},{"key":"10_CR22","doi-asserted-by":"publisher","first-page":"747","DOI":"10.1038\/35021093","volume":"406","author":"C.M. Perou","year":"2000","unstructured":"Perou, C.M., et al.: Molecular Portraits of Human Breast Tumours. Nature\u00a0406, 747\u2013752 (2000)","journal-title":"Nature"},{"key":"10_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1007\/11908029_21","volume-title":"A New Method for Discretization of Continuous Attributes Based on VPRS","author":"J.M. Wei","year":"2006","unstructured":"Wei, J.M., Wang, G.Y., Kong, X.M., Li, S.J., Wang, S.Q.: A New Method for Discretization of Continuous Attributes Based on VPRS. LNCS, pp. 183\u2013190. Springer, Heidelberg (2006)"},{"key":"10_CR24","doi-asserted-by":"crossref","unstructured":"Wei, J.M., Wang, S.Q., Yu, G., Gu, L., Wang, G.Y., Yuan, X.J.: A Novel Method for Pruning Decision Trees. In: ICMLC 2009, pp. 339\u2013343 (2009)","DOI":"10.1109\/ICMLC.2009.5212475"}],"container-title":["Lecture Notes in Computer Science","Rough Set and Knowledge Technology"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-16248-0_10.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,26]],"date-time":"2025-02-26T04:29:47Z","timestamp":1740544187000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-16248-0_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642162473","9783642162480"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-16248-0_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}