{"id":13527,"date":"2021-12-14T16:05:53","date_gmt":"2021-12-14T15:05:53","guid":{"rendered":"https:\/\/www.univ-smb.fr\/solaracademy\/?p=13527"},"modified":"2021-12-14T16:05:58","modified_gmt":"2021-12-14T15:05:58","slug":"nonlinear-dimensionality-reduction-techniques-a-data-structure-preservation-approach","status":"publish","type":"post","link":"https:\/\/www.univ-smb.fr\/solaracademy\/2021\/12\/14\/nonlinear-dimensionality-reduction-techniques-a-data-structure-preservation-approach\/","title":{"rendered":"Nonlinear Dimensionality Reduction Techniques A Data Structure Preservation Approach"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"test-cover-image alignleft\" src=\"https:\/\/media.springernature.com\/w306\/springer-static\/cover-hires\/book\/978-3-030-81026-9\" alt=\"\" width=\"241\" height=\"374\" \/><\/p>\n<div class=\"page-title\" data-test=\"book-title\">\n<h1>Nonlinear Dimensionality Reduction Techniques<\/h1>\n<h1>A Data Structure Preservation Approach<\/h1>\n<p>First book from Solar Academy<\/p>\n<p><strong><span class=\"u-strong\">Authors<\/span><\/strong><\/p>\n<\/div>\n<div id=\"authors\" class=\"persons u-clearfix persons--enhanced\" data-component=\"SV.Persons\">\n<div class=\"persons__list\" data-role=\"PersonsList\">\n<ul class=\"test-contributor-names\">\n<li class=\"u-mb-2 u-pt-4 u-pb-4\"><span class=\"authors__name\">Sylvain\u00a0Lespinats<\/span><\/li>\n<li class=\"u-mb-2 u-pt-4 u-pb-4\"><span class=\"authors__name\">Benoit\u00a0Colange<\/span><\/li>\n<li class=\"u-mb-2 u-pt-4 u-pb-4\"><span class=\"authors__name\">Denys\u00a0Dutykh<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Reviews state-of-the-art methods in dimensionality reduction techniques, written in a clear but precise mathematical language<\/p>\n<\/div>\n<\/div>\n<div class=\"unique-selling-points unique-selling-points--collapsed u-mb-36\" data-component=\"SpringerLink.UniqueSellingPoints\">\n<p>Presents application of the methods to the representation of expert-designed fault indicators for smart buildings, I-V curves for photovoltaic systems and acoustic signals for Li-ion batteries<\/p>\n<p>Numerous appendices provide mathematical background to facilitate the understanding of the main text<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Nonlinear Dimensionality Reduction Techniques A Data Structure Preservation Approach First book from Solar Academy Authors Sylvain\u00a0Lespinats Benoit\u00a0Colange Denys\u00a0Dutykh &nbsp; Reviews state-of-the-art methods in dimensionality reduction techniques, written in a clear but precise mathematical language Presents [&hellip;]<\/p>\n","protected":false},"author":107,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[17],"tags":[],"class_list":["post-13527","post","type-post","status-publish","format-standard","hentry","category-solar"],"acf":[],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"","_links":{"self":[{"href":"https:\/\/www.univ-smb.fr\/solaracademy\/wp-json\/wp\/v2\/posts\/13527","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.univ-smb.fr\/solaracademy\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.univ-smb.fr\/solaracademy\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.univ-smb.fr\/solaracademy\/wp-json\/wp\/v2\/users\/107"}],"replies":[{"embeddable":true,"href":"https:\/\/www.univ-smb.fr\/solaracademy\/wp-json\/wp\/v2\/comments?post=13527"}],"version-history":[{"count":2,"href":"https:\/\/www.univ-smb.fr\/solaracademy\/wp-json\/wp\/v2\/posts\/13527\/revisions"}],"predecessor-version":[{"id":13533,"href":"https:\/\/www.univ-smb.fr\/solaracademy\/wp-json\/wp\/v2\/posts\/13527\/revisions\/13533"}],"wp:attachment":[{"href":"https:\/\/www.univ-smb.fr\/solaracademy\/wp-json\/wp\/v2\/media?parent=13527"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.univ-smb.fr\/solaracademy\/wp-json\/wp\/v2\/categories?post=13527"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.univ-smb.fr\/solaracademy\/wp-json\/wp\/v2\/tags?post=13527"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}