Application examples
Explore advanced analytics examples solved with Neural Designer, and learn to develop your own models. Here you can find different case studies in areas such as science and engineering, business intelligence and health care.
Business intelligence
Bank marketing campaign
Predict whether a client is going to submit a long-term deposit.
Blood donation campaign
Create a model that can predict which people are more likely to donate blood.
Credit risk analysis
Predict customers' default payments in a bank.
Wine quality improvement
Model wine quality based on physicochemical tests.
Employee attrition
Prevent attrition of employees in a company.
Telecommunications churn
Prevent customer churn in telecommunications companies.
Health care
Parkinsons disease telemonitoring
Predict the clinician's Parkinson's disease symptom score on the UPDRS scale.
Breast cancer diagnosis
Diagnose the presence of breast cancer, from digitized images of cell nuclei.
Urinary inflammation diagnosis
The aim is to diagnose acute inflammation/nephritis of the urinary bladder using a dataset from a medical expert.
Leukemia microarray analysis
The purpose is to diagnose the leukemia of a patient depending on their DNA coding.
Nanoparticle adhesive strength
Use nanoparticle for the early diagnosis and treatments.
Activity recognition
Recognize human activities in real life situations through activity recognition.
Science and engineering
Iris flowers
Classify iris plants among three species (setosa, versicolour or virginica), according to lengths and widths of sepals and petals.
Tree wilt detection
Detect diseased trees from high resolution remote sensing data.
Weather forecasting
Create a support system ready to help organizations to accurately classify fraudulent notes.
Combined cycle power plant
Predict the production of electricity generated by a combined cycle power plant.
Airfoil self noise prediction
Predict the noise generated by an airfoil, from dimensions, speed and angle of attack.
Yacht hydrodynamics modeling
Predict the hydrodynamic performance of sailing yachts, from dimensions and velocity.
Concrete properties assesment
Design concretes having some given properties. The result must be a product with the highest quality by following the specifications and reduced cost by using the exact mix.
Banknote authentication
Create a support system ready to help organizations to accurately classify fraudulent notes.
