{"id":1621,"date":"2022-07-11T15:33:42","date_gmt":"2022-07-11T20:33:42","guid":{"rendered":"https:\/\/units.fisheries.org\/fits\/?p=1621"},"modified":"2022-07-11T15:42:43","modified_gmt":"2022-07-11T20:42:43","slug":"open-access-data-prep-strategies-for-echosounder-data-for-machine-learning","status":"publish","type":"post","link":"https:\/\/units.fisheries.org\/fits\/2022\/07\/11\/open-access-data-prep-strategies-for-echosounder-data-for-machine-learning\/","title":{"rendered":"Open-Access: Data Prep Strategies for Echosounder Data for Machine Learning"},"content":{"rendered":"<p>An open-access paper was just published in Fisheries Research entitled &#8220;Evaluation of echosounder data preparation strategies for modern machine<br \/>\nlearning models,&#8221; by A. Ordonez and colleagues (abstract below). Check it out online: <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0165783622001886?via%3Dihub\" target=\"_blank\" rel=\"noopener\">https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0165783622001886?via%3Dihub\u00a0<\/a><\/p>\n<p>Thanks to our CFT partner Echoview for the share! <a href=\"https:\/\/units.fisheries.org\/fits\/solution\/vendors\/echoview\/\">Check out their products here.<\/a> By the way, Echoview also just announced <a href=\"https:\/\/echoview.com\/news-and-events\/coming-soon-in-echoview-13-new-file-formats\/\" target=\"_blank\" rel=\"noopener\">new data compatibility formats for Echoview 13<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>An open-access paper was just published in Fisheries Research entitled &#8220;Evaluation of echosounder data preparation strategies for modern machine learning models,&#8221; by A. Ordonez and colleagues (abstract below). Check it out online: https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0165783622001886?via%3Dihub\u00a0 Thanks to our CFT partner Echoview for the share! Check out their products here. By the way, Echoview also just announced new [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":957,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[293],"tags":[450,409,410,449],"class_list":{"0":"post-1621","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-center-for-fisheries-technology","8":"tag-acoustic-data","9":"tag-echoview","10":"tag-hydroacoustic","11":"tag-machine-learning","13":"odd","14":"first-child","15":"last-child"},"wppr_data":{"cwp_meta_box_check":"No"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Open-Access: Data Prep Strategies for Echosounder Data for Machine Learning - Data and Technology Section<\/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:\/\/units.fisheries.org\/fits\/2022\/07\/11\/open-access-data-prep-strategies-for-echosounder-data-for-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Open-Access: Data Prep Strategies for Echosounder Data for Machine Learning - Data and Technology Section\" \/>\n<meta property=\"og:description\" content=\"An open-access paper was just published in Fisheries Research entitled &#8220;Evaluation of echosounder data preparation strategies for modern machine learning models,&#8221; by A. Ordonez and colleagues (abstract below). Check it out online: https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0165783622001886?via%3Dihub\u00a0 Thanks to our CFT partner Echoview for the share! Check out their products here. By the way, Echoview also just announced new [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/units.fisheries.org\/fits\/2022\/07\/11\/open-access-data-prep-strategies-for-echosounder-data-for-machine-learning\/\" \/>\n<meta property=\"og:site_name\" content=\"Data and Technology Section\" \/>\n<meta property=\"article:published_time\" content=\"2022-07-11T20:33:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-07-11T20:42:43+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/units.fisheries.org\/fits\/wp-content\/uploads\/sites\/29\/2020\/07\/Echoview_Software1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"779\" \/>\n\t<meta property=\"og:image:height\" content=\"474\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Rebecca Krogman\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Rebecca Krogman\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/units.fisheries.org\/fits\/2022\/07\/11\/open-access-data-prep-strategies-for-echosounder-data-for-machine-learning\/\",\"url\":\"https:\/\/units.fisheries.org\/fits\/2022\/07\/11\/open-access-data-prep-strategies-for-echosounder-data-for-machine-learning\/\",\"name\":\"Open-Access: Data Prep Strategies for Echosounder Data for Machine Learning - 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