…the column Analytics in the Battle Against Fraud, we announced that BNP Paribas Fortis and the KU Leuven joined forces in a research program to combat transactional fraud through analytics….
…the column Analytics in the Battle Against Fraud, we announced that BNP Paribas Fortis and the KU Leuven joined forces in a research program to combat transactional fraud through analytics….
…of prof. dr. Monique Snoeck and prof. dr. Bart Baesens. Exploiting the Word-of-Mouth effect has always been an important consideration in marketing campaigns [1]. In particular, referral programs employed in…
…combination with classical classifiers. The class probabilities can for example be used as an additional feature before applying a normal churn prediction method. Relational learners gather valuable knowledge about the…
…their business decisions. For example, electricity and Telco companies can use credit scores in their pricing or contracting policies. Employers can use them to get a better idea of the…
…## [1] 1.578947 bar_e_pp<-n_p*(n_p-1)/2*p D_p<-e_pp/bar_e_pp D_p ## [1] 1.973684 As a result, we can say that our network is homophilic in terms of their preferred technology! We have briefly demonstrated…
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…you have a pretty good weather forecasting model. Let’s work out an example of Markov Chain analysis in a Customer Lifetime Value (CLV) setting. Examples of customer states could be…
…The most well-known pretrained embeddings are Word2Vec [5], FastText [6], and Glove [7]. These embeddings offer word representations and encode patterns and linguistic regularities that can often be expressed linearly….
Sponsored article contributed by: Michel Philippens, Advisory Business Solutions Manager, SAS Belgium & Luxembourg (@sbxmip) This article first appeared in Data Science Briefings, the DataMiningApps newsletter. Subscribe now for free…
…A dataset from S&P containing the 500 top noted companies: https://lvdmaaten.github.io/tsne/examples/SP500_tsne.png . Similar companies are grouping together. With this short article, we presented 2D-embeddings as a valuable tool that lets…