{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T01:16:14Z","timestamp":1742951774879,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030198220"},{"type":"electronic","value":"9783030198237"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019]]},"DOI":"10.1007\/978-3-030-19823-7_35","type":"book-chapter","created":{"date-parts":[[2019,5,15]],"date-time":"2019-05-15T00:24:22Z","timestamp":1557879862000},"page":"413-424","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["An Unsupervised Fuzzy Rule-Based Method for Structure Preserving Dimensionality Reduction with Prediction Ability"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3952-3605","authenticated-orcid":false,"given":"Suchismita","family":"Das","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6935-901X","authenticated-orcid":false,"given":"Nikhil R.","family":"Pal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,5,12]]},"reference":[{"key":"35_CR1","unstructured":"Abadi, M., et al.: Tensorflow: a system for large-scale machine learning. In: 12th USENIX Symposium on Operating Systems Design and Implementation (OSDI 16), pp. 265\u2013283 (2016). https:\/\/www.usenix.org\/system\/files\/conference\/osdi16\/osdi16-abadi.pdf"},{"key":"35_CR2","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1016\/j.neucom.2016.10.004","volume":"222","author":"AM \u00c1lvarez-Meza","year":"2017","unstructured":"\u00c1lvarez-Meza, A.M., Lee, J.A., Verleysen, M., Castellanos-Dominguez, G.: Kernel-based dimensionality reduction using Renyi\u2019s $$\\alpha $$-entropy measures of similarity. Neurocomputing 222, 36\u201346 (2017)","journal-title":"Neurocomputing"},{"issue":"2\u20133","key":"35_CR3","doi-asserted-by":"publisher","first-page":"191","DOI":"10.1016\/0098-3004(84)90020-7","volume":"10","author":"JC Bezdek","year":"1984","unstructured":"Bezdek, J.C., Ehrlich, R., Full, W.: FCM: The fuzzy c-means clustering algorithm. Comput. Geosci. 10(2\u20133), 191\u2013203 (1984)","journal-title":"Comput. Geosci."},{"issue":"4","key":"35_CR4","doi-asserted-by":"publisher","first-page":"683","DOI":"10.1109\/TFUZZ.2011.2181852","volume":"20","author":"YC Chen","year":"2012","unstructured":"Chen, Y.C., Pal, N.R., Chung, I.F.: An integrated mechanism for feature selection and fuzzy rule extraction for classification. IEEE Trans. Fuzzy Syst. 20(4), 683\u2013698 (2012)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"6","key":"35_CR5","doi-asserted-by":"publisher","first-page":"703","DOI":"10.1109\/3477.809026","volume":"29","author":"O Cord\u00f3n","year":"1999","unstructured":"Cord\u00f3n, O., Herrera, F.: A two-stage evolutionary process for designing TSK fuzzy rule-based systems. IEEE Trans. Syst. Man Cybern. Part B (Cybern.) 29(6), 703\u2013715 (1999)","journal-title":"IEEE Trans. Syst. Man Cybern. Part B (Cybern.)"},{"key":"35_CR6","volume-title":"An Introduction to Fuzzy Control","author":"D Driankov","year":"2013","unstructured":"Driankov, D., Hellendoorn, H., Reinfrank, M.: An Introduction to Fuzzy Control. Springer, Heidelberg (2013)"},{"issue":"3","key":"35_CR7","doi-asserted-by":"publisher","first-page":"431","DOI":"10.1016\/0165-0114(91)90171-L","volume":"40","author":"MM Gupta","year":"1991","unstructured":"Gupta, M.M., Qi, J.: Theory of T-norms and fuzzy inference methods. Fuzzy Sets Syst. 40(3), 431\u2013450 (1991)","journal-title":"Fuzzy Sets Syst."},{"key":"35_CR8","unstructured":"Jain, A.K., Mao, J.: Artificial neural network for nonlinear projection of multivariate data. In: International Joint Conference on Neural Networks 1992. IJCNN, vol. 3, pp. 335\u2013340. IEEE (1992)"},{"issue":"2","key":"35_CR9","doi-asserted-by":"publisher","first-page":"296","DOI":"10.1109\/72.363467","volume":"6","author":"J Mao","year":"1995","unstructured":"Mao, J., Jain, A.K.: Artificial neural networks for feature extraction and multivariate data projection. IEEE Trans. Neural Netw. 6(2), 296\u2013317 (1995)","journal-title":"IEEE Trans. Neural Netw."},{"issue":"3","key":"35_CR10","doi-asserted-by":"publisher","first-page":"748","DOI":"10.1109\/72.846746","volume":"11","author":"S Mitra","year":"2000","unstructured":"Mitra, S., Hayashi, Y.: Neuro-fuzzy rule generation: survey in soft computing framework. IEEE Trans. Neural Netw. 11(3), 748\u2013768 (2000)","journal-title":"IEEE Trans. Neural Netw."},{"issue":"3","key":"35_CR11","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1109\/TFUZZ.2002.1006431","volume":"10","author":"NR Pal","year":"2002","unstructured":"Pal, N.R., Eluri, V.K., Mandal, G.K.: Fuzzy logic approaches to structure preserving dimensionality reduction. IEEE Trans. Fuzzy Syst. 10(3), 277\u2013286 (2002)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"6","key":"35_CR12","doi-asserted-by":"publisher","first-page":"1626","DOI":"10.1109\/TSMCB.2008.2006367","volume":"38","author":"NR Pal","year":"2008","unstructured":"Pal, N.R., Saha, S.: Simultaneous structure identification and fuzzy rule generation for Takagi-Sugeno models. IEEE Trans. Syst. Man Cybern. Part B (Cybern.) 38(6), 1626\u20131638 (2008)","journal-title":"IEEE Trans. Syst. Man Cybern. Part B (Cybern.)"},{"key":"35_CR13","first-page":"2825","volume":"12","author":"F Pedregosa","year":"2011","unstructured":"Pedregosa, F., et al.: Scikit-learn: machine learning in Python. J. Mach. Learn. Res. 12, 2825\u20132830 (2011)","journal-title":"J. Mach. Learn. Res."},{"issue":"5","key":"35_CR14","doi-asserted-by":"publisher","first-page":"401","DOI":"10.1109\/T-C.1969.222678","volume":"100","author":"JW Sammon","year":"1969","unstructured":"Sammon, J.W.: A nonlinear mapping for data structure analysis. IEEE Trans. Comput. 100(5), 401\u2013409 (1969)","journal-title":"IEEE Trans. Comput."},{"key":"35_CR15","doi-asserted-by":"crossref","unstructured":"Talwalkar, A., Kumar, S., Rowley, H.: Large-scale manifold learning. In: IEEE Conference on Computer Vision and Pattern Recognition 2008, CVPR 2008, pp. 1\u20138. IEEE (2008)","DOI":"10.1109\/CVPR.2008.4587670"},{"key":"35_CR16","first-page":"66","volume":"10","author":"L Van Der Maaten","year":"2009","unstructured":"Van Der Maaten, L., Postma, E., Van den Herik, J.: Dimensionality reduction: a comparative. J. Mach. Learn. Res. 10, 66\u201371 (2009)","journal-title":"J. Mach. Learn. Res."},{"issue":"6","key":"35_CR17","doi-asserted-by":"publisher","first-page":"1414","DOI":"10.1109\/21.199466","volume":"22","author":"LX Wang","year":"1992","unstructured":"Wang, L.X., Mendel, J.M.: Generating fuzzy rules by learning from examples. IEEE Trans. Syst. Man Cybern. 22(6), 1414\u20131427 (1992)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"issue":"5","key":"35_CR18","doi-asserted-by":"publisher","first-page":"1828","DOI":"10.1109\/TVCG.2017.2701829","volume":"24","author":"Y Wang","year":"2018","unstructured":"Wang, Y., et al.: A perception-driven approach to supervised dimensionality reduction for visualization. IEEE Trans. Vis. Comput. Graph. 24(5), 1828\u20131840 (2018)","journal-title":"IEEE Trans. Vis. Comput. Graph."}],"container-title":["IFIP Advances in Information and Communication Technology","Artificial Intelligence Applications and Innovations"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-19823-7_35","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T17:34:41Z","timestamp":1709832881000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-19823-7_35"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9783030198220","9783030198237"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-19823-7_35","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"12 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AIAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"IFIP International Conference on Artificial Intelligence Applications and Innovations","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hersonissos","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Greece","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":"24 May 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26 May 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aiai2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.aiai2019.eu\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easyacademia.org","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"101","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"49","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"6","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"49% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2.3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"4","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"No","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"This content has been made available to all.","name":"free","label":"Free to read"}]}}