{"id":1388,"date":"2014-10-21T18:02:19","date_gmt":"2014-10-21T16:02:19","guid":{"rendered":"http:\/\/www.h-its.org\/?page_id=1388"},"modified":"2019-12-10T12:43:47","modified_gmt":"2019-12-10T11:43:47","slug":"projekte","status":"publish","type":"page","link":"https:\/\/www.h-its.org\/de\/forschung\/ain-de\/projekte\/","title":{"rendered":"Projekte"},"content":{"rendered":"<div class=\"hits-blocks hits-projects-block \">\n        <div class=\"project-grid three-columns\">\n                  \n<div class=\"project-preview\">\n      <div class=\"image\">\n      <img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"225\" src=\"https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2025\/05\/Schmuckbild-300x225.jpg\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" 0=\"project-preview--post-thumbnail\" srcset=\"https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2025\/05\/Schmuckbild-300x225.jpg 300w, https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2025\/05\/Schmuckbild-768x576.jpg 768w, https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2025\/05\/Schmuckbild-640x480.jpg 640w, https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2025\/05\/Schmuckbild-1x1.jpg 1w, https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2025\/05\/Schmuckbild-420x315.jpg 420w, https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2025\/05\/Schmuckbild-610x458.jpg 610w, https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2025\/05\/Schmuckbild.jpg 1024w\" sizes=\"auto, (max-width: 639px) 98vw, (max-width: 1199px) 64vw, 300px\" \/>    <\/div>\n    <div class=\"project-preview--content\">\n    <p class=\"font-m font-normal font-primary\">DeepSAM: Machine Learning under Symmetries with Applications in Astronomy and Medicine<\/p>\n    <div class=\"meta\">\n      <div class=\"date\">20.05.2025<\/div>\n    <\/div>\n    <p>Viele Wissenschaftsfelder stehen, wenngleich in sehr unterschiedlichen Gr\u00f6\u00dfenordnungen und Proportionen, vor \u00e4hnlichen Herausforderungen. Ein Beispiel ist die sachgerechte automatisierte Verarbeitung &#8230;<\/p>\n    <a href=\"https:\/\/www.h-its.org\/de\/projects\/deepsam\/\">Mehr erfahren<\/a>\n  <\/div>\n<\/div>\n                  \n<div class=\"project-preview\">\n      <div class=\"image\">\n      <img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"290\" src=\"https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2014\/12\/GTM_flux_proj_real_data.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" 0=\"project-preview--post-thumbnail\" \/>    <\/div>\n    <div class=\"project-preview--content\">\n    <p class=\"font-m font-normal font-primary\">Dimensionality Reduction<\/p>\n    <div class=\"meta\">\n      <div class=\"date\">12.12.2014<\/div>\n    <\/div>\n    <p>Dimensionality reduction is a topic that permeates&nbsp;many of our&nbsp;interests. An important application for dimensionality reduction is visualisation: &#8222;&#8230;<\/p>\n    <a href=\"https:\/\/www.h-its.org\/de\/projects\/dimensionality-reduction\/\">Mehr erfahren<\/a>\n  <\/div>\n<\/div>\n                  \n<div class=\"project-preview\">\n      <div class=\"image\">\n      <img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"123\" src=\"https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2014\/11\/redshift_processed1.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" 0=\"project-preview--post-thumbnail\" \/>    <\/div>\n    <div class=\"project-preview--content\">\n    <p class=\"font-m font-normal font-primary\">Redshift Estimation<\/p>\n    <div class=\"meta\">\n      <div class=\"date\">3.12.2014<\/div>\n    <\/div>\n    <p>We developed a new method to statistically estimate the redshift&nbsp;z based on a similarity approach. This allows to determine &#8230;<\/p>\n    <a href=\"https:\/\/www.h-its.org\/de\/projects\/redshift-estimation\/\">Mehr erfahren<\/a>\n  <\/div>\n<\/div>\n                  \n<div class=\"project-preview\">\n      <div class=\"image\">\n      <img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"124\" src=\"https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2014\/11\/AIN_Morphology.jpg\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" 0=\"project-preview--post-thumbnail\" \/>    <\/div>\n    <div class=\"project-preview--content\">\n    <p class=\"font-m font-normal font-primary\">Galaxy morphology<\/p>\n    <div class=\"meta\">\n      <div class=\"date\">3.12.2014<\/div>\n    <\/div>\n    <p>In the last decades more and more all-sky-surveys created an enormous amount of data which is publicly available on the internet. &#8230;<\/p>\n    <a href=\"https:\/\/www.h-its.org\/de\/projects\/galaxy-morphology-2\/\">Mehr erfahren<\/a>\n  <\/div>\n<\/div>\n                  \n<div class=\"project-preview\">\n      <div class=\"image\">\n      <img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"89\" src=\"https:\/\/www.h-its.org\/de\/wp-content\/uploads\/sites\/2\/2014\/11\/lightcurve.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" 0=\"project-preview--post-thumbnail\" \/>    <\/div>\n    <div class=\"project-preview--content\">\n    <p class=\"font-m font-normal font-primary\">Time series analysis<\/p>\n    <div class=\"meta\">\n      <div class=\"date\">3.12.2014<\/div>\n    <\/div>\n    <p>The project aims to develop methods that can handle time series in unsupervised and supervised scenarios. Time series are often treated &#8230;<\/p>\n    <a href=\"https:\/\/www.h-its.org\/de\/projects\/time-series-analysis-2\/\">Mehr erfahren<\/a>\n  <\/div>\n<\/div>\n        \n      <\/div>\n\n    <\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":40632,"parent":32,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"page-templates\/group.php","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"hits-research-group":[1277],"class_list":["post-1388","page","type-page","status-publish","has-post-thumbnail","hentry","hits-research-group-ain-de"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Projekte - HITS gGmbH<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.h-its.org\/de\/forschung\/ain-de\/projekte\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Projekte - 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