Statistically-sound Knowledge Discovery from Data: Challenges and Directions
M Riondato - 2023 IEEE 5th International Conference on …, 2023 - ieeexplore.ieee.org
We describe Statistically-sound Knowledge Discovery from Data (StatKDD), a
groundbreaking change of paradigm that shifts the focus of the KDD pipeline from the …
groundbreaking change of paradigm that shifts the focus of the KDD pipeline from the …
Alice and the Caterpillar: A more descriptive null model for assessing data mining results
We introduce novel null models for assessing the results obtained from observed binary
transactional and sequence datasets, using statistical hypothesis testing. Our null models …
transactional and sequence datasets, using statistical hypothesis testing. Our null models …