{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T04:25:57Z","timestamp":1726028757544},"publisher-location":"Cham","reference-count":13,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030141172"},{"type":"electronic","value":"9783030141189"}],"license":[{"start":{"date-parts":[[2019,3,17]],"date-time":"2019-03-17T00:00:00Z","timestamp":1552780800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-14118-9_31","type":"book-chapter","created":{"date-parts":[[2019,3,16]],"date-time":"2019-03-16T15:02:59Z","timestamp":1552748579000},"page":"312-320","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["A Distributed Multi-source Feature Selection Using Spark"],"prefix":"10.1007","author":[{"given":"Bochra","family":"Zaghdoudi","sequence":"first","affiliation":[]},{"given":"Waad","family":"Bouaguel","sequence":"additional","affiliation":[]},{"given":"Nadia","family":"Essoussi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,3,17]]},"reference":[{"issue":"6","key":"31_CR1","first-page":"63","volume":"7","author":"K Sutha","year":"2015","unstructured":"Sutha, K.: A review of feature selection algorithms for data mining techniques. Int. J. Comput. Sci. Eng. 7(6), 63 (2015)","journal-title":"Int. J. Comput. Sci. Eng."},{"issue":"6","key":"31_CR2","doi-asserted-by":"publisher","first-page":"94:1","DOI":"10.1145\/3136625","volume":"50","author":"J Li","year":"2017","unstructured":"Li, J., Cheng, K., Wang, S., Morstatter, F., Trevino, R.P., Tang, J., Liu, H.: Feature selection: a data perspective. ACM Comput. Surv. 50(6), 94:1\u201394:45 (2017)","journal-title":"ACM Comput. Surv."},{"key":"31_CR3","unstructured":"Ramirez-Gallego, S., Mouri\u00f1o-Tal\u00edn, H., Martinez-Rego, D., Bol\u00f3n-Canedo, V., Manuel Benitez, J. M., Alonso-Betanzos, A., Herrera, F.: An information theoretic feature selection framework for big data under apache spark. CoRR, abs\/1610.04154 (2016)"},{"key":"31_CR4","unstructured":"Liu, H., Setiono, R.: Chi2: Feature selection and discretization of numeric attributes, pp. 388\u2013391 (1995)"},{"issue":"8","key":"31_CR5","doi-asserted-by":"publisher","first-page":"1226","DOI":"10.1109\/TPAMI.2005.159","volume":"27","author":"H Peng","year":"2005","unstructured":"Peng, H., Long, F., Ding, C.: Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy. IEEE Trans. Pattern Anal. Mach. Intell. 27(8), 1226\u20131238 (2005)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"31_CR6","unstructured":"Zhao, Z., Liu, H.: Multi-source feature selection via geometry-dependent covariance analysis. In: Proceedings of the 2008 international conference on new challenges for feature selection in data mining and knowledge discovery, vol, 4, pp. 36\u201347 (2008)"},{"key":"31_CR7","unstructured":"Hall, M.A.: Correlation-based feature selection for machine learning, Technical Report (1999)"},{"key":"31_CR8","doi-asserted-by":"publisher","DOI":"10.1201\/b11426","volume-title":"Spectral feature selection for data mining","author":"ZA Zhao","year":"2011","unstructured":"Zhao, Z.A., Liu, H.: Spectral feature selection for data mining. Chapman, Hall\/CRC (2011)"},{"issue":"3","key":"31_CR9","doi-asserted-by":"publisher","first-page":"359","DOI":"10.1007\/s11277-010-9976-9","volume":"56","author":"W Guo","year":"2011","unstructured":"Guo, W., Xiong, N., Vasilakos, A.V., Chen, G., Cheng, H.: Multi-source temporal data aggregation in wireless sensor networks. Wirel. Pers. Commun. 56(3), 359\u2013370 (2011)","journal-title":"Wirel. Pers. Commun."},{"key":"31_CR10","first-page":"1205","volume":"5","author":"L Yu","year":"2004","unstructured":"Yu, L., Liu, H.: Efficient feature selection via analysis of relevance and redundancy. J. Mach. Learn. Res. 5, 1205\u20131224 (2004)","journal-title":"J. Mach. Learn. Res."},{"key":"31_CR11","doi-asserted-by":"crossref","unstructured":"Palma-Mendoza, R.-J., Rodriguez, D., de Marcos, L.: Distributed ReliefF-based feature selection in spark (2018)","DOI":"10.1016\/j.ins.2018.10.052"},{"key":"31_CR12","unstructured":"Kira, K., Rendell, L.A.: The feature selection problem: traditional methods and a new algorithm, 2, 129\u2013134 (1992)"},{"key":"31_CR13","doi-asserted-by":"crossref","unstructured":"Kononenko, I.: Estimating attributes: analysis and extensions of RELIEF, pp. 171\u2013182 (1994)","DOI":"10.1007\/3-540-57868-4_57"}],"container-title":["Advances in Intelligent Systems and Computing","The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019)"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-14118-9_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,18]],"date-time":"2019-05-18T06:51:03Z","timestamp":1558162263000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-14118-9_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3,17]]},"ISBN":["9783030141172","9783030141189"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-14118-9_31","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,3,17]]},"assertion":[{"value":"17 March 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AMLTA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Machine Learning Technologies and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cairo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Egypt","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 March 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 March 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"amlta2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/egyptscience.net\/AMLTA19\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}