{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T07:34:44Z","timestamp":1743147284499,"version":"3.40.3"},"publisher-location":"Cham","reference-count":25,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319054995"},{"type":"electronic","value":"9783319055008"}],"license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-05500-8_4","type":"book-chapter","created":{"date-parts":[[2014,3,4]],"date-time":"2014-03-04T13:02:22Z","timestamp":1393938142000},"page":"25-33","source":"Crossref","is-referenced-by-count":5,"title":["Robust Gaussian Kernel Based Approach for Feature Selection"],"prefix":"10.1007","author":[{"given":"Chih-Ching","family":"Hsiao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chen-Chia","family":"Chuang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shun-Feng","family":"Su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"4_CR1","doi-asserted-by":"crossref","first-page":"583","DOI":"10.3233\/IDA-2003-7606","volume":"7","author":"E. Diday","year":"2003","unstructured":"Diday, E., Esposito, F.: An Introduction to Symbolic Data Analysis and the SODAS software. Intelligent Data Analysis\u00a07, 583\u2013601 (2003)","journal-title":"Intelligent Data Analysis"},{"key":"4_CR2","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1109\/21.148412","volume":"22","author":"K.C. Gowda","year":"1992","unstructured":"Gowda, K.C., Diday, E.: Symbolic clustering using a new similarity measure. IEEE Trans. Systems Man Cyber.\u00a022, 368\u2013378 (1992)","journal-title":"IEEE Trans. Systems Man Cyber."},{"key":"4_CR3","doi-asserted-by":"publisher","first-page":"602","DOI":"10.1016\/j.csda.2011.09.006","volume":"56","author":"J. Guoa","year":"2012","unstructured":"Guoa, J., Li, W., Li, C., Gaoa, S.: Standardization of interval symbolic data based on the empirical descriptive statistics. Computational Statistics and Data Analysis\u00a056, 602\u2013610 (2012)","journal-title":"Computational Statistics and Data Analysis"},{"key":"4_CR4","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1016\/S0004-3702(03)00079-1","volume":"151","author":"M. Dash","year":"2003","unstructured":"Dash, M., Liu, H.: Consistency-based search in feature selection. Artificial Intelligence\u00a0151, 155\u2013176 (2003)","journal-title":"Artificial Intelligence"},{"key":"4_CR5","first-page":"1205","volume":"5","author":"L. Yu","year":"2004","unstructured":"Yu, L., Liu, H.: Efficient feature selection via analysis of relevance and redundancy. Journal of Machine Learning Research\u00a05, 1205\u20131224 (2004)","journal-title":"Journal of Machine Learning Research"},{"key":"4_CR6","first-page":"70","volume":"37","author":"Z.X. Zhu","year":"2007","unstructured":"Zhu, Z.X., Ong, Y.S., Dash, M.: Wrapper-filter feature selection algorithm using a memetic framework. IEEE Trans. on SMC Part B\u00a037, 70\u201376 (2007)","journal-title":"IEEE Trans. on SMC Part B"},{"key":"4_CR7","doi-asserted-by":"publisher","first-page":"676","DOI":"10.1016\/j.asoc.2012.07.018","volume":"13","author":"F. Wanga","year":"2013","unstructured":"Wanga, F., Lianga, J., Dangb, C.: Attribute reduction for dynamic data sets. Applied Soft Computing\u00a013, 676\u2013689 (2013)","journal-title":"Applied Soft Computing"},{"key":"4_CR8","doi-asserted-by":"publisher","first-page":"3509","DOI":"10.1016\/j.patcog.2007.03.017","volume":"40","author":"Q.H. Hu","year":"2007","unstructured":"Hu, Q.H., Xie, Z.X., Yu, D.R.: Hybrid attribute reduction based on a novel fuzzy- rough model and information granulation. Pattern Recognition\u00a040, 3509\u20133521 (2007)","journal-title":"Pattern Recognition"},{"key":"4_CR9","doi-asserted-by":"publisher","first-page":"341","DOI":"10.1007\/BF01001956","volume":"11","author":"Z. Pawlak","year":"1982","unstructured":"Pawlak, Z.: Rough sets. Int. J. Coinput. Inf. Sci.\u00a011, 341\u2013356 (1982)","journal-title":"Int. J. Coinput. Inf. Sci."},{"key":"4_CR10","doi-asserted-by":"publisher","first-page":"1829","DOI":"10.1016\/j.ins.2005.05.009","volume":"176","author":"D.G. Chen","year":"2006","unstructured":"Chen, D.G., Wang, X.Z., Yeung, D.S., Tsang, E.C.C.: Rough approximations on a complete completely distributive lattice with applications to generalized rough sets. Information Sciences\u00a0176, 1829\u20131848 (2006)","journal-title":"Information Sciences"},{"key":"4_CR11","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1109\/TFUZZ.2004.841734","volume":"13","author":"D.S. Yeung","year":"2005","unstructured":"Yeung, D.S., Chen, D.G., Tsang, E.C.C., Lee, J.W.T., Wang, X.Z.: On the generalization of fuzzy rough sets. IEEE Transactions on Fuzzy Systems\u00a013, 343\u2013361 (2005)","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"4_CR12","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1016\/S0165-0114(03)00021-6","volume":"141","author":"R. Jensen","year":"2004","unstructured":"Jensen, R., Shen, Q.: Fuzzy-rough attributes reduction with application to web categoriza-tion. Fuzzy Sets and Systems\u00a0141, 469\u2013485 (2004)","journal-title":"Fuzzy Sets and Systems"},{"issue":"5","key":"4_CR13","doi-asserted-by":"publisher","first-page":"1130","DOI":"10.1109\/TFUZZ.2006.889960","volume":"16","author":"E.C.C. Tsang","year":"2008","unstructured":"Tsang, E.C.C., Chen, D.G., Yeung, D.S., Wang, X.Z., Lee, J.W.T.: Attributes reduction us-ing fuzzy rough sets. IEEE Transaction on Fuzzy System\u00a016(5), 1130\u20131141 (2008)","journal-title":"IEEE Transaction on Fuzzy System"},{"issue":"4","key":"4_CR14","doi-asserted-by":"publisher","first-page":"814","DOI":"10.1109\/TFUZZ.2008.924209","volume":"17","author":"R. Jensen","year":"2009","unstructured":"Jensen, R., Shen, Q.: New Approaches to Fuzzy-Rough Feature Selection. IEEE Transaction on Fuzzy System\u00a017(4), 814\u2013838 (2009)","journal-title":"IEEE Transaction on Fuzzy System"},{"doi-asserted-by":"crossref","unstructured":"Wu, H., Wu, Y., Luo, J.: An Interval Type-2 Fuzzy Rough Set Model for Attribute Reduction. IEEE Trans. Fuzz. Sys.\u00a017(2) (2009)","key":"4_CR15","DOI":"10.1109\/TFUZZ.2009.2013458"},{"key":"4_CR16","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1016\/j.ijar.2010.01.004","volume":"51","author":"Q. Hua","year":"2010","unstructured":"Hua, Q., Zhang, L., Chen, D., Pedrycz, W., Yu, D.: Gaussian kernel based fuzzy rough sets: Model, uncertainty measures and applications. International Journal of Approximate Reasoning\u00a051, 453\u2013471 (2010)","journal-title":"International Journal of Approximate Reasoning"},{"key":"4_CR17","doi-asserted-by":"publisher","first-page":"5169","DOI":"10.1016\/j.ins.2011.07.025","volume":"181","author":"D. Chen","year":"2011","unstructured":"Chen, D., Hu, Q., Yang, Y.: Parameterized attribute reduction with Gaussian kernel based fuzzy rough sets. Information Sciences\u00a0181, 5169\u20135179 (2011)","journal-title":"Information Sciences"},{"doi-asserted-by":"crossref","unstructured":"Ma, T.-H., Tang, M.-L.: Weighted rough set model. In: Int. Conf. Intelligent Systems Design and Applications, pp. 481\u2013485 (2006)","key":"4_CR18","DOI":"10.1109\/ISDA.2006.280"},{"key":"4_CR19","doi-asserted-by":"publisher","first-page":"1235","DOI":"10.1016\/j.ins.2007.10.002","volume":"178","author":"J. Liu","year":"2008","unstructured":"Liu, J., Hu, Q., Yu, D.: A weighted rough set based method developed for class imbalance learning. Information Sciences\u00a0178, 1235\u20131256 (2008)","journal-title":"Information Sciences"},{"issue":"4","key":"4_CR20","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1080\/0308107021000013635","volume":"31","author":"J.Y. Liang","year":"2002","unstructured":"Liang, J.Y., Chin, K.S., Dang, C.Y., Yam Richid, C.M.: A new method for measuring un-certainty and fuzziness in rough set theory. International Journal of General Systems\u00a031(4), 331\u2013342 (2002)","journal-title":"International Journal of General Systems"},{"key":"4_CR21","doi-asserted-by":"publisher","first-page":"3509","DOI":"10.1016\/j.patcog.2007.03.017","volume":"40","author":"Q.H. Hu","year":"2007","unstructured":"Hu, Q.H., Xie, Z.X., Yu, D.R.: Hybrid attribute reduction based on a novel fuzzy- rough model and information granulation. Pattern Recognition\u00a040, 3509\u20133521 (2007)","journal-title":"Pattern Recognition"},{"key":"4_CR22","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/0165-0114(88)90115-7","volume":"28","author":"B. Gorzalczany","year":"1988","unstructured":"Gorzalczany, B.: Interval-valued fuzzy controller based on verbal modal of object. Fuzzy Sets and Systems\u00a028, 45\u201353 (1988)","journal-title":"Fuzzy Sets and Systems"},{"key":"4_CR23","doi-asserted-by":"publisher","first-page":"1968","DOI":"10.1016\/j.ins.2007.12.005","volume":"178","author":"Z.T. Gong","year":"2008","unstructured":"Gong, Z.T., Sun, B.Z., Chen, D.G.: Rough set theory for the interval-valued fuzzy in-formation systems. Information Sciences\u00a0178, 1968\u20131985 (2008)","journal-title":"Information Sciences"},{"key":"4_CR24","doi-asserted-by":"publisher","first-page":"578","DOI":"10.1016\/j.patrec.2010.11.018","volume":"32","author":"L. Hedjazi","year":"2011","unstructured":"Hedjazi, L., Aguilar-Martin, J., Le Lann, M.-V.: Similarity-margin based feature selection for symbolic interval data. Pattern Recognition Letters\u00a032, 578\u2013585 (2011)","journal-title":"Pattern Recognition Letters"},{"key":"4_CR25","doi-asserted-by":"publisher","first-page":"640","DOI":"10.1016\/j.conengprac.2010.03.003","volume":"18","author":"J. Quevedo","year":"2010","unstructured":"Quevedo, J., Puig, V., Cembrano, G., Blanch, J., Aguilar, J., Saporta, D., Benito, G., He-do, M., Molina, A.: Validation and reconstruction of flow meter data in the Barcelona water distribution network. J. Control Eng. Practice\u00a018, 640\u2013651 (2010)","journal-title":"J. Control Eng. Practice"}],"container-title":["Advances in Intelligent Systems and Computing","Advanced Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-05500-8_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,7]],"date-time":"2023-02-07T22:53:35Z","timestamp":1675810415000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-05500-8_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319054995","9783319055008"],"references-count":25,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-05500-8_4","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2014]]}}}