Scénarios Métiers

Cas d'usage réels et workflows complets

285 Scénarios trouvés
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percentile boxPlot

Data Quality Assessment in Clinical Trials with Missing Data and Extreme Outliers

Contexte :
A clinical research organization is validating patient data. The dataset contains missing values for treatment groups and some erroneous, extreme blood pressure readings. The goal is to identify th...
spc boxChart

Standard Case: Manufacturing Process Capability Analysis

Contexte :
A manufacturing plant produces high-precision engine pistons. The engineering team needs to monitor the diameter of the pistons from a specific production line (Line A) to ensure the process is sta...
spc boxChart

Performance Case: Large-Scale Monitoring Across Multiple Production Lines

Contexte :
A large pharmaceutical company monitors the purity level of a drug produced across 100 parallel production lines. To manage this scale, they only want to generate charts for lines that exhibit out-...
spc boxChart

Edge Case: Handling Missing Data and Varying Subgroup Sizes

Contexte :
A bottling plant monitors the fill volume of juice bottles. Due to intermittent sensor failures, some measurements are missing. Additionally, for quality checks, the number of bottles pulled for ea...
bayesianNetClassifier bnet

Performance & Feature Selection: Fraud Detection with a General Network

Contexte :
A financial institution needs to build a robust fraud detection system. The dataset contains numerous transaction attributes, many of which might be irrelevant. The goal is to test the action's abi...