{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T04:14:58Z","timestamp":1749701698752,"version":"3.41.0"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319448800"},{"type":"electronic","value":"9783319448817"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-44881-7_15","type":"book-chapter","created":{"date-parts":[[2016,10,27]],"date-time":"2016-10-27T07:11:13Z","timestamp":1477552273000},"page":"311-337","source":"Crossref","is-referenced-by-count":4,"title":["Feature Dimensionality Reduction for Mammographic Report Classification"],"prefix":"10.1007","author":[{"given":"Luca","family":"Agnello","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Albert","family":"Comelli","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Salvatore","family":"Vitabile","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,10,28]]},"reference":[{"key":"15_CR1","unstructured":"Fayyad, U.M., Smyth, P., Uthurusamy, R.: Advances in knowledge discovery and data mining, vol.\u00a021. AAAI Press Menlo Park (1996)"},{"key":"15_CR2","unstructured":"Koh, H.C., Tan, G.: Data mining applications in healthcare. J. Healthc. Inform. Manage. 19(2), 65 (2011)"},{"key":"15_CR3","doi-asserted-by":"crossref","unstructured":"Farruggia, A., Magro, R., Vitabile, S.: Bayesian network based classification of mammography structured reports. In: 2013 International Conference on Computer Medical Applications (ICCMA), pp. 1\u20135. IEEE (2013)","DOI":"10.1109\/ICCMA.2013.6506150"},{"issue":"2","key":"15_CR4","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1080\/17517575.2010.541287","volume":"5","author":"L Duan","year":"2011","unstructured":"Duan, L., Street, W.N., Xu, E.: Healthcare information systems: data mining methods in the creation of a clinical recommender system. Enterp. Inform. Syst. 5(2), 169\u2013181 (2011)","journal-title":"Enterp. Inform. Syst."},{"key":"15_CR5","doi-asserted-by":"crossref","unstructured":"Farruggia, A., Magro, R., Vitabile, S.: A text based indexing system for mammographic image retrieval and classification. Future Gener. Comput. Syst. 37, 243\u2013251 (2014)","DOI":"10.1016\/j.future.2014.02.008"},{"key":"15_CR6","doi-asserted-by":"crossref","unstructured":"Agnello, L., Comelli, A., Ardizzone, E., Vitabile, S.: Unsupervised tissue classification of brain MR images for voxel-based morphometry analysis. Int. J. Imaging Syst. Technol. 26(2), 136\u2013150 (2016)","DOI":"10.1002\/ima.22168"},{"key":"15_CR7","doi-asserted-by":"crossref","unstructured":"Farruggia, A., Magro, R., Vitabile, S.: A novel web service for mammography images indexing. In: 2013 27th International Conference on Advanced Information Networking and Applications Workshops (WAINA), pp. 225\u2013230. IEEE (2013)","DOI":"10.1109\/WAINA.2013.77"},{"key":"15_CR8","doi-asserted-by":"crossref","unstructured":"Anchala, R., Pant, H., Prabhakaran, D., Franco, O. H.: Decision support system (DSS) for prevention of cardiovascular disease (CVD) among hypertensive (HTN) patients in Andhra Pradesh, India\u2014a cluster randomised community intervention trial. BMC Public Health 12(1), 1 (2012)","DOI":"10.1186\/1471-2458-12-393"},{"key":"15_CR9","doi-asserted-by":"crossref","unstructured":"Comelli, A., Agnello, L., Vitabile, S.: An ontology-based retrieval system for mammographic reports. In: 2015 IEEE Symposium on Computers and Communication (ISCC), pp. 1001\u20131006. IEEE (2015)","DOI":"10.1109\/ISCC.2015.7405644"},{"key":"15_CR10","doi-asserted-by":"crossref","unstructured":"Deerwester, S., Dumais, S.T., Furnas, G.W., Landauer, T.K., Harshman, R.: Indexing by latent semantic analysis. J. Am. Soc. Inform. Sci. 41(6), 391 (1990)","DOI":"10.1002\/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9"},{"key":"15_CR11","doi-asserted-by":"crossref","unstructured":"Golub, G.H., Van Loan, C.F.: Matrix computations, vol.\u00a03. JHU Press (2012)","DOI":"10.56021\/9781421407944"},{"key":"15_CR12","doi-asserted-by":"crossref","unstructured":"Yang, Q., Li, F.: Support vector machine for intrusion detection based on LSI feature selection. In: 2006 6th World Congress on Intelligent Control and Automation, vol.\u00a01, pp. 4113\u20134117. IEEE (2006)","DOI":"10.1109\/WCICA.2006.1713148"},{"key":"15_CR13","doi-asserted-by":"crossref","unstructured":"Muflikhah, L., Baharudin, B.: Document clustering using concept space and cosine similarity measurement. In: International Conference on Computer Technology and Development, 2009. ICCTD\u201909, vol.\u00a01, pp. 58\u201362. IEEE (2009)","DOI":"10.1109\/ICCTD.2009.206"},{"key":"15_CR14","doi-asserted-by":"crossref","unstructured":"Lin, P., Zhang, J., An, R.: Data dimensionality reduction approach to improve feature selection performance using sparsified SVD. In: 2014 International Joint Conference on Neural Networks (IJCNN), pp. 1393\u20131400. IEEE (2014)","DOI":"10.1109\/IJCNN.2014.6889366"},{"key":"15_CR15","doi-asserted-by":"crossref","unstructured":"Zhu, W., Allen, R.B.: Active learning for text classification: Using the LSI subspace signature model. In: 2014 International Conference on Data Science and Advanced Analytics (DSAA), pp. 149\u2013155. IEEE (2014)","DOI":"10.1109\/DSAA.2014.7058066"},{"key":"15_CR16","doi-asserted-by":"crossref","unstructured":"Landauer, T.K., Foltz, P.W., Laham, D.: An introduction to latent semantic analysis. Discourse process. 25(2\u20133), 259\u2013284 (1998)","DOI":"10.1080\/01638539809545028"},{"key":"15_CR17","unstructured":"Jolliffe, I.: Principal component analysis. John Wiley & Sons, Ltd (2002)"},{"key":"15_CR18","doi-asserted-by":"crossref","unstructured":"Wall, M.E., Rechtsteiner, A., Rocha, L.M.: Singular value decomposition and principal component analysis. In: A Practical Approach to Microarray Data Analysis, pp. 91\u2013109. Springer, US (2003)","DOI":"10.1007\/0-306-47815-3_5"},{"key":"15_CR19","doi-asserted-by":"crossref","unstructured":"Golub, G.H., Reinsch, C.: Singular value decomposition and least squares solutions. Numer. Math. 14(5), 403\u2013420 (1970)","DOI":"10.1007\/BF02163027"},{"key":"15_CR20","unstructured":"Gorrell, G.: Generalized hebbian algorithm for incremental singular value decomposition in natural language processing. In: EACL, vol.\u00a06, pp. 97\u2013104 (2006)"},{"key":"15_CR21","unstructured":"Saunders, M.A.: Large-scale linear programming using the Cholesky factorization (1972)"},{"key":"15_CR22","doi-asserted-by":"crossref","unstructured":"O\u2019Leary, D.P., Whitman, P.: Parallel QR factorization by Householder and modified Gram-Schmidt algorithms. Parallel Comput. 16(1), 99\u2013112 (1990)","DOI":"10.1016\/0167-8191(90)90163-4"},{"key":"15_CR23","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic latent semantic indexing. In: Proceedings of the 22nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 50\u201357. ACM (1999)","DOI":"10.1145\/312624.312649"}],"container-title":["Computer Communications and Networks","Resource Management for Big Data Platforms"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-44881-7_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,11]],"date-time":"2025-06-11T21:41:00Z","timestamp":1749678060000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-44881-7_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319448800","9783319448817"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-44881-7_15","relation":{},"ISSN":["1617-7975","2197-8433"],"issn-type":[{"type":"print","value":"1617-7975"},{"type":"electronic","value":"2197-8433"}],"subject":[],"published":{"date-parts":[[2016]]}}}