{"id":3701,"date":"2021-08-18T15:04:02","date_gmt":"2021-08-18T13:04:02","guid":{"rendered":"https:\/\/mobiliarlab.ethz.ch\/?p=3701"},"modified":"2021-08-18T15:04:07","modified_gmt":"2021-08-18T13:04:07","slug":"publication-in-ieee-access","status":"publish","type":"post","link":"https:\/\/mobililab.ethz.ch\/?p=3701","title":{"rendered":"Publication in IEEE Access"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The manuscript &#8220;Coping with Imbalanced Data in the Automated Detection of Reminiscence from Everyday Life Conversations of Older Adults&#8221; by Andrea Ferrario (Mobiliar Lab for Analytics at ETH and Chair of Technology Marketing, ETH) et al., has been accepted for publication in IEEE Access. The authors improve previous results on detection of reminiscence introducing a machine learning pipeline that comprises data augmentation with BERT (Bidirectional Encoder Representations from Transformer). Their results pave the way to interventions aiming at the improvement of the well-being of older adults.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The manuscript &#8220;Coping with Imbalanced Data in the Automated Detection of Reminiscence from Everyday Life Conversations of Older Adults&#8221; by Andrea Ferrario (Mobiliar Lab for Analytics at ETH and Chair of Technology Marketing, ETH) et al., has been accepted for publication in IEEE Access. The authors improve previous results on detection of reminiscence introducing a&hellip; <br \/> <a class=\"read-more\" href=\"https:\/\/mobililab.ethz.ch\/?p=3701\">Read more<\/a><\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_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":[2],"tags":[],"class_list":["post-3701","post","type-post","status-publish","format-standard","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Publication in IEEE Access : Mobiliar Lab f\u00fcr Analytik<\/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:\/\/mobililab.ethz.ch\/?p=3701\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Publication in IEEE Access : Mobiliar Lab f\u00fcr Analytik\" \/>\n<meta property=\"og:description\" content=\"The manuscript &#8220;Coping with Imbalanced Data in the Automated Detection of Reminiscence from Everyday Life Conversations of Older Adults&#8221; by Andrea Ferrario (Mobiliar Lab for Analytics at ETH and Chair of Technology Marketing, ETH) et al., has been accepted for publication in IEEE Access. 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