{"id":43986,"date":"2026-08-26T17:17:45","date_gmt":"2026-08-26T15:17:45","guid":{"rendered":"https:\/\/kinit.sk\/?p=43986"},"modified":"2026-08-26T17:37:33","modified_gmt":"2026-08-26T15:37:33","slug":"gospace-labs-prediction-of-parking-space-occupancy-in-towns","status":"publish","type":"post","link":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/","title":{"rendered":"GOSPACE LABS: Prediction of Parking Space Occupancy in Towns"},"content":{"rendered":"<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li><strong>Project name:<\/strong> Prediction of parking space occupancy in towns<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><strong>Project\u2019s period<\/strong>: October 2024 &#8211; April 2025<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li><strong>Partner<\/strong>: GOSPACE LABS s. r. o.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>The industry partner needed a way to better understand and forecast parking-lot behavior, where user arrivals and occupancy can shift by hour, day, and season. They were looking for more than a single best-guess forecast: they needed predictions that could also express uncertainty, so operational decisions could be made with clearer risk awareness. As the collaboration evolved, new longer-horizon data arrived, which increased the need for a scalable and repeatable modeling workflow.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\">How we approached it<\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>We approached this by combining two complementary modeling tracks in one reproducible machine-learning pipeline:<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-list\">\n<ul class=\"wp-block-list\"><div id=\"\" class=\"element core-list-item\">\n<li>First, we built time-dependent Markov-chain models to capture occupancy-state transitions for both whole-lot and individual-slot behavior.\u00a0<\/li>\n<\/div>\n\n<div id=\"\" class=\"element core-list-item\">\n<li>Second, we implemented conformal prediction methods on top of the point-forecast models to produce statistically grounded prediction intervals.\u00a0<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>We used DVC (Data Version Control) to manage both tracks, allowing preprocessing, training, prediction, and evaluation to be rerun reproducibly across dataset versions.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-columns\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"568\" height=\"568\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2026\/08\/Philipp_Miotti-edited.png\" alt=\"\" class=\"wp-image-43980 lazyload\" data-srcset=\"https:\/\/kinit.sk\/wp-content\/uploads\/2026\/08\/Philipp_Miotti-edited.png 568w, https:\/\/kinit.sk\/wp-content\/uploads\/2026\/08\/Philipp_Miotti-edited-300x300.png 300w, https:\/\/kinit.sk\/wp-content\/uploads\/2026\/08\/Philipp_Miotti-edited-150x150.png 150w\" data-sizes=\"(max-width: 568px) 100vw, 568px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 568px; --smush-placeholder-aspect-ratio: 568\/568;\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div id=\"\" class=\"element core-paragraph\">\n<p><em><em>\u201c<em>Quality prediction in smart parking isn&#8217;t just about achieving the lowest possible model error \u2014 it&#8217;s primarily about the ability to quantify uncertainty and carry it into decision-making. By combining Markov state models and conformal prediction, we created a solution that doesn&#8217;t offer just a single forecast of the future, but a realistic interval of possible scenarios.<\/em><\/em>&#8222;<\/em><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h5 class=\"wp-block-heading\">Philipp Miotti <br>Research Engineer<\/h5>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\">What we delivered<\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>The delivered result was a full end-to-end forecasting framework for parking management: data processing, feature engineering, model training, prediction generation, and automated evaluation outputs. It provides <a href=\"https:\/\/fleximodo.com\/glossary\/en\/real-time-parking-occupancy\/\">occupancy forecasts<\/a> at multiple levels (aggregate and slot-level), and produces decision-ready artifacts such as interval plots, performance metrics, and model visualizations. In practical terms, the partner received a maintainable system for parking predictions with transparent confidence estimates, ready for iterative improvement as new data arrives.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h3 class=\"wp-block-heading\">Partner&#8217;s perspective (GOSPACE LABS)<\/h3>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p>We supplied occupancy data from our <a href=\"https:\/\/fleximodo.com\/en\/products\/iot-parking-sensor\/\">IoT parking sensors<\/a> and defined the questions the model had to answer. What we wanted was probabilistic: for a given hour and day, how many spaces are likely to be free, expressed with a confidence level rather than a single number, and projected a day ahead. We also asked for forecasts at the level of individual bays and for patterns in how our most active users behave.<em> <\/em>The reason is operational. Reliable occupancy forecasts let us share the same physical spaces more efficiently and support dynamic pricing, since demand is not constant. Occupancy climbs in bad weather, for example, when more people drive instead of walk. The forecasts also power what we call easy sharing: when a driver reliably commutes on the same days and time window, we can offer their bay to someone else while it sits empty, and still hold back enough capacity for the small share of drivers who arrive unpredictably. Knowing that probability tells us exactly how many spaces to keep in reserve.<\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-columns\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1254\" height=\"1254\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2026\/08\/Jan-Hroncak_stvorec.png\" alt=\"\" class=\"wp-image-43982 lazyload\" data-srcset=\"https:\/\/kinit.sk\/wp-content\/uploads\/2026\/08\/Jan-Hroncak_stvorec.png 1254w, https:\/\/kinit.sk\/wp-content\/uploads\/2026\/08\/Jan-Hroncak_stvorec-800x800.png 800w, https:\/\/kinit.sk\/wp-content\/uploads\/2026\/08\/Jan-Hroncak_stvorec-768x768.png 768w, https:\/\/kinit.sk\/wp-content\/uploads\/2026\/08\/Jan-Hroncak_stvorec-300x300.png 300w, https:\/\/kinit.sk\/wp-content\/uploads\/2026\/08\/Jan-Hroncak_stvorec-150x150.png 150w\" data-sizes=\"(max-width: 1254px) 100vw, 1254px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1254px; --smush-placeholder-aspect-ratio: 1254\/1254;\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div id=\"\" class=\"element core-paragraph\">\n<p><em><em><em>\u201cA forecast is only useful if you can act on it. We did not need a single prediction, we needed a confidence range: how many spaces will be free in a given hour, and how sure we can be. That is what lets us share bays, price by demand, and still guarantee a spot for the driver who turns up unannounced.\u201d<\/em><\/em><\/em><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-paragraph\">\n<p><\/p>\n<\/div>\n\n<div id=\"\" class=\"element core-heading\">\n<h5 class=\"wp-block-heading\">J\u00e1n Hron\u010d\u00e1k<br>Head of Business Development at Fleximodo by GOSPACE LABS<\/h5>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-columns\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div id=\"\" class=\"element core-image\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"500\" height=\"400\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2026\/07\/GoSpace.webp\" alt=\"\" class=\"wp-image-43774 lazyload\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 500px; --smush-placeholder-aspect-ratio: 500\/400;\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element core-column\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><\/div>\n<\/div><\/div>\n<\/div>\n\n<div id=\"\" class=\"element acf-members\">\n<section class=\"members \" >\n\t<div class=\"wrapper-out\">\n\t\t<div class=\"wrapper-in\">\n\t\t\t<div class=\"in cf\">\n\t\t\t\t<div class=\"element-inner\">\n\t\t\t\t\t<div class=\"headline\"><h2>Project team members<\/h2><\/div>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"members-wrap members-grid members-grid-4\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/gabriela-grmanova\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/grmanova-web-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Gabriela Grmanov\u00e1<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">Researcher<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/gabriela-grmanova\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/marek-loderer\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2021\/10\/loderer-web_51329472336_o-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Marek L\u00f3derer<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">AI Specialist<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/marek-loderer\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/martin-vyboh\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2023\/07\/Martin_Vyboh-2-255x341.jpg\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Martin V\u00fdboh<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">Research Engineer<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/martin-vyboh\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"member\">\n\t\t\t\t\t\t\t\t<div class=\"inner\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"picture\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/kinit.sk\/sk\/clen\/philipp-miotti\/\"><img decoding=\"async\" data-src=\"https:\/\/kinit.sk\/wp-content\/uploads\/2024\/07\/Philipp_Miotti-255x341.png\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 255px; --smush-placeholder-aspect-ratio: 255\/341;\"><\/a>\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<h5>Philipp Miotti<\/h5>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"position\">Research Engineer<\/div>\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<!--<a href=\"https:\/\/kinit.sk\/sk\/clen\/philipp-miotti\/\" class=\"more\">Viac<\/a>-->\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section> \n<\/div>","protected":false},"excerpt":{"rendered":"<p>The industry partner needed a way to better understand and forecast parking-lot behavior, where user arrivals and occupancy can shift by hour, day, and season. They were looking for more&#8230;<\/p>\n","protected":false},"author":43,"featured_media":41111,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[81,83,542],"tags":[106,515,535],"class_list":["post-43986","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-analytics-for-green-energy-sk","category-news-sk","category-2026-sk","tag-project-sk","tag-success-story-sk","tag-hopero-sk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>GOSPACE LABS: Prediction of Parking Space Occupancy in Towns - KInIT<\/title>\n<meta name=\"description\" content=\"The industry partner needed a way to better understand and forecast parking-lot behavior, where user arrivals and occupancy can shift by...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/\" \/>\n<meta property=\"og:locale\" content=\"sk_SK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"GOSPACE LABS: Prediction of Parking Space Occupancy in Towns - KInIT\" \/>\n<meta property=\"og:description\" content=\"The industry partner needed a way to better understand and forecast parking-lot behavior, where user arrivals and occupancy can shift by...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/\" \/>\n<meta property=\"og:site_name\" content=\"KInIT\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-26T15:17:45+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-26T15:37:33+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Story_feature-image-03.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1875\" \/>\n\t<meta property=\"og:image:height\" content=\"982\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Emma E Pla\u010dkov\u00e1\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@kinit\" \/>\n<meta name=\"twitter:site\" content=\"@kinit\" \/>\n<meta name=\"twitter:label1\" content=\"Autor\" \/>\n\t<meta name=\"twitter:data1\" content=\"Emma E Pla\u010dkov\u00e1\" \/>\n\t<meta name=\"twitter:label2\" content=\"Predpokladan\u00fd \u010das \u010d\u00edtania\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 min\u00faty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/\"},\"author\":{\"name\":\"Emma E Pla\u010dkov\u00e1\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/48a2e06fbb82fd0cd8bf3d59f90dd1cb\"},\"headline\":\"GOSPACE LABS: Prediction of Parking Space Occupancy in Towns\",\"datePublished\":\"2026-08-26T15:17:45+00:00\",\"dateModified\":\"2026-08-26T15:37:33+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/\"},\"wordCount\":565,\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Hopero-Success-Story_feature-image-03.png\",\"keywords\":[\"project\",\"success story\",\"Hopero\"],\"articleSection\":[\"Data Analytics for Green Energy\",\"News\",\"2026\"],\"inLanguage\":\"sk-SK\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/\",\"url\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/\",\"name\":\"GOSPACE LABS: Prediction of Parking Space Occupancy in Towns - KInIT\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Hopero-Success-Story_feature-image-03.png\",\"datePublished\":\"2026-08-26T15:17:45+00:00\",\"dateModified\":\"2026-08-26T15:37:33+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/48a2e06fbb82fd0cd8bf3d59f90dd1cb\"},\"description\":\"The industry partner needed a way to better understand and forecast parking-lot behavior, where user arrivals and occupancy can shift by...\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/#breadcrumb\"},\"inLanguage\":\"sk-SK\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"sk-SK\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/#primaryimage\",\"url\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Hopero-Success-Story_feature-image-03.png\",\"contentUrl\":\"https:\\\/\\\/kinit.sk\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Hopero-Success-Story_feature-image-03.png\",\"width\":1875,\"height\":982},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/kinit.sk\\\/sk\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data Analytics for Green Energy\",\"item\":\"https:\\\/\\\/kinit.sk\\\/category\\\/data-analytics-for-green-energy\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"GOSPACE LABS: Prediction of Parking Space Occupancy in Towns\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#website\",\"url\":\"https:\\\/\\\/kinit.sk\\\/\",\"name\":\"KInIT\",\"description\":\"Vyu\u017e\u00edvame v\u00fdskum pre \u013eud\u00ed a priemysel\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/kinit.sk\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"sk-SK\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/kinit.sk\\\/#\\\/schema\\\/person\\\/48a2e06fbb82fd0cd8bf3d59f90dd1cb\",\"name\":\"Emma E Pla\u010dkov\u00e1\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"GOSPACE LABS: Prediction of Parking Space Occupancy in Towns - KInIT","description":"The industry partner needed a way to better understand and forecast parking-lot behavior, where user arrivals and occupancy can shift by...","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/","og_locale":"sk_SK","og_type":"article","og_title":"GOSPACE LABS: Prediction of Parking Space Occupancy in Towns - KInIT","og_description":"The industry partner needed a way to better understand and forecast parking-lot behavior, where user arrivals and occupancy can shift by...","og_url":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/","og_site_name":"KInIT","article_published_time":"2026-08-26T15:17:45+00:00","article_modified_time":"2026-08-26T15:37:33+00:00","og_image":[{"width":1875,"height":982,"url":"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Story_feature-image-03.png","type":"image\/png"}],"author":"Emma E Pla\u010dkov\u00e1","twitter_card":"summary_large_image","twitter_creator":"@kinit","twitter_site":"@kinit","twitter_misc":{"Autor":"Emma E Pla\u010dkov\u00e1","Predpokladan\u00fd \u010das \u010d\u00edtania":"4 min\u00faty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/#article","isPartOf":{"@id":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/"},"author":{"name":"Emma E Pla\u010dkov\u00e1","@id":"https:\/\/kinit.sk\/#\/schema\/person\/48a2e06fbb82fd0cd8bf3d59f90dd1cb"},"headline":"GOSPACE LABS: Prediction of Parking Space Occupancy in Towns","datePublished":"2026-08-26T15:17:45+00:00","dateModified":"2026-08-26T15:37:33+00:00","mainEntityOfPage":{"@id":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/"},"wordCount":565,"image":{"@id":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/#primaryimage"},"thumbnailUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Story_feature-image-03.png","keywords":["project","success story","Hopero"],"articleSection":["Data Analytics for Green Energy","News","2026"],"inLanguage":"sk-SK"},{"@type":"WebPage","@id":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/","url":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/","name":"GOSPACE LABS: Prediction of Parking Space Occupancy in Towns - KInIT","isPartOf":{"@id":"https:\/\/kinit.sk\/#website"},"primaryImageOfPage":{"@id":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/#primaryimage"},"image":{"@id":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/#primaryimage"},"thumbnailUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Story_feature-image-03.png","datePublished":"2026-08-26T15:17:45+00:00","dateModified":"2026-08-26T15:37:33+00:00","author":{"@id":"https:\/\/kinit.sk\/#\/schema\/person\/48a2e06fbb82fd0cd8bf3d59f90dd1cb"},"description":"The industry partner needed a way to better understand and forecast parking-lot behavior, where user arrivals and occupancy can shift by...","breadcrumb":{"@id":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/#breadcrumb"},"inLanguage":"sk-SK","potentialAction":[{"@type":"ReadAction","target":["https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/"]}]},{"@type":"ImageObject","inLanguage":"sk-SK","@id":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/#primaryimage","url":"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Story_feature-image-03.png","contentUrl":"https:\/\/kinit.sk\/wp-content\/uploads\/2025\/07\/Hopero-Success-Story_feature-image-03.png","width":1875,"height":982},{"@type":"BreadcrumbList","@id":"https:\/\/kinit.sk\/sk\/gospace-labs-prediction-of-parking-space-occupancy-in-towns\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/kinit.sk\/sk\/"},{"@type":"ListItem","position":2,"name":"Data Analytics for Green Energy","item":"https:\/\/kinit.sk\/category\/data-analytics-for-green-energy\/"},{"@type":"ListItem","position":3,"name":"GOSPACE LABS: Prediction of Parking Space Occupancy in Towns"}]},{"@type":"WebSite","@id":"https:\/\/kinit.sk\/#website","url":"https:\/\/kinit.sk\/","name":"KInIT","description":"Vyu\u017e\u00edvame v\u00fdskum pre \u013eud\u00ed a priemysel","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/kinit.sk\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"sk-SK"},{"@type":"Person","@id":"https:\/\/kinit.sk\/#\/schema\/person\/48a2e06fbb82fd0cd8bf3d59f90dd1cb","name":"Emma E Pla\u010dkov\u00e1"}]}},"_links":{"self":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/43986","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/users\/43"}],"replies":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/comments?post=43986"}],"version-history":[{"count":1,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/43986\/revisions"}],"predecessor-version":[{"id":43987,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/posts\/43986\/revisions\/43987"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/media\/41111"}],"wp:attachment":[{"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/media?parent=43986"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/categories?post=43986"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kinit.sk\/sk\/wp-json\/wp\/v2\/tags?post=43986"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}