{"id":750,"date":"2019-09-13T22:19:00","date_gmt":"2019-09-13T19:19:00","guid":{"rendered":"https:\/\/mse-mse.com\/?page_id=750"},"modified":"2019-09-13T23:31:16","modified_gmt":"2019-09-13T20:31:16","slug":"maritime-logistics","status":"publish","type":"page","link":"https:\/\/mse-mse.com\/ms\/maritime-logistics\/","title":{"rendered":"Maritime Logistics"},"content":{"rendered":"

\n\t\tOur Projects: Maritime Logistics\n\t<\/h2>\n

\n\t\tRealized Tasks:\n\t<\/h3>\n\t

Building a self-learning forecasting logistics system that allows you to build a variety of schemes for the workload of the hub, build a scheme of calls of vessels at the port and their sequence. The task within the project is divided into four stages.<\/p>\n

\n\t\tImplementation path:\n\t<\/h3>\n\t

To solve the problems of classification and regression, various methods were used, including the logistic regression method, the selected regressors were loaded into the recursive neural network LSTM, and a system was constructed from several recurrent networks.<\/p>\n

\n\t\tTools used:\n\t<\/h3>\n\t

C ++, XGBoost, Python (Pandas, Scikit-learn, Keras libraries)<\/p>\n

\n\t\tAchievements:\n\t<\/h3>\n\t

71% of the project was completed (three of four stages).<\/p>","protected":false},"excerpt":{"rendered":"

Our Projects: Maritime Logistics Realized Tasks: Building a self-learning forecasting logistics system that allows you to build a variety of schemes for the workload of the hub, build a scheme of calls of vessels at the port and their sequence. The task within the project is divided into four stages. Implementation path: To solve the…<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"yoast_head":"\nMaritime Logistics - Masterstroke<\/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:\/\/mse-mse.com\/ms\/maritime-logistics\/\" \/>\n<meta property=\"og:locale\" content=\"ms_MY\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Maritime Logistics - Masterstroke\" \/>\n<meta property=\"og:description\" content=\"Our Projects: Maritime Logistics Realized Tasks: Building a self-learning forecasting logistics system that allows you to build a variety of schemes for the workload of the hub, build a scheme of calls of vessels at the port and their sequence. The task within the project is divided into four stages. Implementation path: To solve the…\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mse-mse.com\/ms\/maritime-logistics\/\" \/>\n<meta property=\"og:site_name\" content=\"Masterstroke\" \/>\n<meta property=\"article:modified_time\" content=\"2019-09-13T20:31:16+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\">\n\t<meta name=\"twitter:data1\" content=\"1 minit\">\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/mse-mse.com\/#website\",\"url\":\"https:\/\/mse-mse.com\/\",\"name\":\"Masterstroke\",\"description\":\"Our solutions are your growing opportunity\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":\"https:\/\/mse-mse.com\/?s={search_term_string}\",\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ms-MY\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/mse-mse.com\/maritime-logistics\/#webpage\",\"url\":\"https:\/\/mse-mse.com\/maritime-logistics\/\",\"name\":\"Maritime Logistics - Masterstroke\",\"isPartOf\":{\"@id\":\"https:\/\/mse-mse.com\/#website\"},\"datePublished\":\"2019-09-13T19:19:00+00:00\",\"dateModified\":\"2019-09-13T20:31:16+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/mse-mse.com\/maritime-logistics\/#breadcrumb\"},\"inLanguage\":\"ms-MY\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/mse-mse.com\/maritime-logistics\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/mse-mse.com\/maritime-logistics\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"item\":{\"@type\":\"WebPage\",\"@id\":\"https:\/\/mse-mse.com\/\",\"url\":\"https:\/\/mse-mse.com\/\",\"name\":\"Home\"}},{\"@type\":\"ListItem\",\"position\":2,\"item\":{\"@type\":\"WebPage\",\"@id\":\"https:\/\/mse-mse.com\/maritime-logistics\/\",\"url\":\"https:\/\/mse-mse.com\/maritime-logistics\/\",\"name\":\"Maritime Logistics\"}}]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","_links":{"self":[{"href":"https:\/\/mse-mse.com\/ms\/wp-json\/wp\/v2\/pages\/750"}],"collection":[{"href":"https:\/\/mse-mse.com\/ms\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/mse-mse.com\/ms\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/mse-mse.com\/ms\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/mse-mse.com\/ms\/wp-json\/wp\/v2\/comments?post=750"}],"version-history":[{"count":0,"href":"https:\/\/mse-mse.com\/ms\/wp-json\/wp\/v2\/pages\/750\/revisions"}],"wp:attachment":[{"href":"https:\/\/mse-mse.com\/ms\/wp-json\/wp\/v2\/media?parent=750"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}