Application Examples

Egides offers you smart tools to mine your field of data. You will find on this page different examples of application of this technology. The list is far to be exhaustive, the use of modeling tool by machine learning has no limit, you can ask us for all requests, even the most creative for Data Mining applications !

Customers - suppliers classification

You are products or solutions distributor, you contract with many stakeholders (suppliers and customers). Despite an analysis of your databases, it is difficult for you to determine prospect targets.

For example, we can create a model that can segment your customer base for better:

understand its common points and thus identify your assets;
to associate a commercial - buyer profile adapted to these categories of customers - suppliers.

If your business is highly dependent on the reliability of your customers, we can develop a model for:

evaluate the risks associated with contracting with this clientele.

Segmentation (clustering) d'une population

Analyse des résultats d'un modèle de prédiction de survie des passagers d'un célèbre trans-atlantique, suite à un naufrage

Trend prediction

Offering the right product at the right time is an ideal we would all like to achieve. After analysis, it is possible to understand this success. But to feel this trend a priori and to identify it as reliable, it is a difficult ambition to achieve. Indeed, it is, mainly, a combination of features, which induce this situation.

For exploratory purposes, it is possible to use a model that predicts the best attribute associations favoring the commercial success of a future product

Defining the value of a service or a product is also a delicate exercise which is difficult to know the optimum : Above this threshold, it becomes a powerful brake on its marketing; below, it gnaws margins hiding the success of this project.

You archive all of your business activity (case done or not), a specific tool can determine a threshold to define the acceptable price by your customer.

Analyse d'interdépendance des données d'un modèle de prédiction du prix de vente d'un article d'occasion

Text analysis

Your name is subject to several news media (website, social networks, news ...). Identifying risks on your digital reputation is a major issue for your company.

A semantic interpretation model can help you classify a great number of information and ensure a response to the most urgent.

Évaluation de la qualité d'un film à travers l'analyse sémantique de deux commentaires associés. Les mots significatifs sont projetés sur un plan pour visualiser qualitativement ces distances.

Image identification

You must filter a large number of images, for example to remove those where an intruder has entered.

An specific image classification template for your activity can be created.

Automatiser le classement d'image

Energy or industrial prediction

The construction of a predictive model of consumption or indicator of production makes possible to compare or anticipate future situations.

This knowledge is essential when it comes to:

validate performance improvements announced during modification;
check if its operating situation is in line with current and future needs;
identify the main factors influencing the consumption or production evolution.

Consommation électrique (prédite et réelle) journalière d'un silo à grain.