{"id":24853,"date":"2020-02-06T12:20:24","date_gmt":"2020-02-06T11:20:24","guid":{"rendered":"https:\/\/inlab.fib.upc.edu\/projecte\/machine-learning-algorithm-to-predict-product-discontinuation-by-cdmon\/"},"modified":"2026-06-30T14:34:11","modified_gmt":"2026-06-30T12:34:11","slug":"machine-learning-algorithm-to-predict-product-discontinuation-by-cdmon","status":"publish","type":"projecte","link":"https:\/\/inlab.fib.upc.edu\/en\/project\/machine-learning-algorithm-to-predict-product-discontinuation-by-cdmon","title":{"rendered":"Machine Learning Algorithm to predict product discontinuation for cdmon<br\/><br\/>"},"content":{"rendered":"","protected":false},"author":1316,"featured_media":17993,"template":"","meta":{"_acf_changed":false},"experteses":[8],"tencnologies":[587,602,483],"class_list":["post-24853","projecte","type-projecte","status-publish","has-post-thumbnail","hentry","experteses-datascienceandbigdata-en","tencnologies-jupyter-en","tencnologies-pandas-en-2","tencnologies-python-en"],"acf":{"minidescripcio":"Development of a Machine Learning algorithm applied to predict the non-renewal of contracted products.","ordre_prioritat":0,"descripcio":"inLab FIB is collaborating with cdmon on the development of a solution based on machine learning techniques to predict the non-renewal of contracted products. The project aims to analyse historical data and available internal information to identify behavioural patterns that allow anticipating, with a certain degree of confidence, which products present a higher risk of non-renewal. \n\nThe solution develops a predictive model capable of processing large volumes of data and generating estimates of the probability of non-renewal for the various products. These predictions provide decision-making support and enable the planning of preventive and corrective actions well in advance. \n\nThe project provides cdmon with a data-driven decision support tool, which facilitates the early identification of potential non-renewals and contributes to optimising the management of its products and the planning of the most appropriate actions.","image":"","url":"","data_inici_pro":"20200116","data_fi_pro":"20200611","client":[19389],"entitat_finan":"","colab":"","responsable":[8],"equip":[620,5,1101,773,1105],"escert":"0","mpi":"1","accio":"0","padih":"0","nacional":"0","participants":"","participants2":"","projecte_final":"","articles_presentacions":"<ul>\r\n \t<li><a href=\"https:\/\/www.cdmon.com\/es\/blog\/en-cdmon-apostamos-por-la-innovacion\">En cdmon apostem per la innovaci\u00f3<\/a>.<\/li>\r\n<\/ul>","slideshare":""},"_links":{"self":[{"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/projecte\/24853","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/projecte"}],"about":[{"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/types\/projecte"}],"author":[{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/users\/1316"}],"acf:user":[{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/users\/1105"},{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/users\/773"},{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/users\/1101"},{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/users\/5"},{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/users\/620"},{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/users\/8"}],"acf:post":[{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/empresa\/19389"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/media\/17993"}],"wp:attachment":[{"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/media?parent=24853"}],"wp:term":[{"taxonomy":"experteses","embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/experteses?post=24853"},{"taxonomy":"tencnologies","embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/en\/wp-json\/wp\/v2\/tencnologies?post=24853"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}