{"id":20984,"date":"2025-08-13T10:52:07","date_gmt":"2025-08-13T08:52:07","guid":{"rendered":"https:\/\/www.uni.lu\/fdef-en\/?post_type=events&#038;p=20984"},"modified":"2026-04-20T15:07:41","modified_gmt":"2026-04-20T13:07:41","slug":"dem-lunch-seminar-with-ines-wilms-maastricht-university-nl","status":"publish","type":"events","link":"https:\/\/www.uni.lu\/fdef-en\/events\/dem-lunch-seminar-with-ines-wilms-maastricht-university-nl\/","title":{"rendered":"DEM Lunch Seminar with Ines Wilms (Maastricht University)"},"content":{"rendered":"\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<ul class=\"wp-block-unilux-blocks-custom-buttons btn-list\"><li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.eventbrite.fr\/e\/dem-lunch-seminar-ines-wilms-maastricht-university-nl-registration-1584886069899?aff=oddtdtcreator\"\n                target=\"_blank\"\n        class=\"btn btn--primary\"\n            >Register<\/a>\n<\/li>\n\n\n<li class=\"wp-block-unilux-blocks-custom-button\"    aria-disabled=\"false\"\n    >\n    <a\n        role=\"link\"\n        aria-disabled=\"false\"\n                    href=\"https:\/\/www.uni.lu\/fdef-en\/calendar?post_type=events&#038;p=20984&#038;calendar\"\n                target=\"_blank\"\n        class=\"btn btn--secondary\"\n            >Add to calendar<\/a>\n<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n\n<h4 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"cross-temporal-forecast-reconciliation-at-digital-platforms-with-machine-learning\"\n    >\nCross-temporal forecast reconciliation at digital platforms with machine learning<\/h4>\n\n\n\n<h5 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"abstract\"\n    >\nAbstract<\/h5>\n\n\n\n<p>Platform businesses operate on a digital core, and their decision-making requires high-dimensional accurate forecast streams at different levels of cross-sectional (e.g., geographical regions) and temporal aggregation (e.g., minutes to days). It also necessitates coherent forecasts across all hierarchy levels to ensure aligned decision-making across different planning units such as pricing, product, controlling, and strategy. Given that platform data streams feature complex characteristics and interdependencies, we introduce a non-linear hierarchical forecast reconciliation method that produces cross-temporal reconciled forecasts in a direct and automated way through popular machine learning methods. The method is sufficiently fast to allow forecast-based high-frequency decision-making that platforms require. We empirically test our framework on unique, large-scale streaming datasets from a leading on-demand delivery platform in Europe and a bicycle-sharing system in New York City.<\/p>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n\n<h5 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"about-the-speaker\"\n    >\n±¬ÁϳԹÏÍø the speaker<\/h5>\n\n\n\n<p><a href=\"https:\/\/www.maastrichtuniversity.nl\/i-wilms\">Ines Wilms<\/a> is an Associate Professor at the School of Business and Economics of Maastricht University. Her research develops flexible statistical learning methods and software for analysing big, complex time series datasets across a variety of fields including marketing, finance and macro-economics.  She received a Ph.D. (Business Economics) from KU Leuven, and a M.S. and B.S (Business Economics) from KU Leuven.<\/p>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n\n<h5 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"language\"\n    >\nLanguage<\/h5>\n\n\n\n<p>English<\/p>\n\n\n\n<p>This is a free seminar. Registration is mandatory.<\/p>\n\n\n<div class=\"wp-block-unilux-blocks-spacer is-spacer-size-sm\"><\/div>\n\n\n<h5 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"in-collaboration-with\"\n    >\nIn collaboration with<\/h5>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><figure class=\"wp-block-dev4-reusable-blocks-image  object-fit--contain\">\n    \n<img decoding=\"async\" class=\"wp-block-image unilux-custom-image-block\"\n                alt=\"\"\n            src=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO.png\"\n                srcset=\"https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO-300x50.png 300w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO-1024x172.png 1024w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO-768x129.png 768w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO-1536x258.png 1536w, https:\/\/www.uni.lu\/wp-content\/uploads\/sites\/3\/2025\/06\/18105657\/FNR_LOGO-2048x344.png 2048w\"\n                style=\"object-position: 50.00% 50.00%; font-family: &quot;object-fit: contain; object-position: 50.00% 50.00%;&quot;; aspect-ratio: 32\/9; object-fit: contain; width: 100%;\"\n        loading=\"lazy\"\n\/>    <\/figure><\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<p>Supported by the Fond National de la Recherche<br>Luxembourg (19441346)<\/p>\n<\/div>\n<\/div>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>Platform businesses operate on a digital core, and their decision-making requires high-dimensional accurate forecast streams at different levels of cross-sectional and temporal aggregation. <\/p>\n","protected":false},"author":413,"featured_media":14839,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","format":"standard","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"","uluxPrePostTitle":"","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"event_start_date":"2026-11-25 13:00:00","event_end_date":"2026-11-25 14:00:00","event_speaker_name":"","event_speaker_link":"","event_is_online":false,"event_location":"Weicker Building","event_street":"4, rue Alphonse Weicker ","event_location_link":"https:\/\/www.uni.lu\/en\/about\/campuses\/weicker-building\/","event_zip_code":"2721","event_city":"Luxembourg","event_country":"Luxembourg"},"events-topic":[298],"events-type":[323,322,315],"organisation":[138,101],"authorship":[99,413],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - 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