Rencontres Inria Industrie
Towards smart suites for numerical data science
Scientific data repositories such as Data-Planet or Kaggle report thousands of datasets and billions of numerical data points covering a wide range of domains such as economics, life sciences, astronomy, among others. While statistical models and methods for data analytics abound in the literature, data science still relies heavily on the scientist's intuition and manual methods.
In our vision, computers could aid data scientists at finding such "promising and interesting" hypotheses. To accomplish this vision we envision to develop novel techniques that reconciliate traditional data mining with statistical models on numerical data.