Every new piece of evidence reshapes what we thought we knew, and probability trees make that transformation visible. This is ...

Abstract: Decision tree algorithm is a very active research area of data mining. This paper describes the basic decision tree idea in data mining, then discusses the computational complexity of the ...

ABSTRACT: Automatic detection of cognitive distortions from short written text could support large-scale mental-health screening and digital cognitive-behavioural therapy (CBT). Many recent approaches ...

Probability underpins AI, cryptography and statistics. However, as the philosopher Bertrand Russell said, “Probability is the most important concept in modern science, especially as nobody has the ...

Abstract: We introduce mixture trees, a tree-based data-structure for modeling joint probability densities using a greedy hierarchical density estimation scheme. We show that the mixture tree models ...

The betting markets are telling a different story than the rankings. Before we go further, let me make this clear: This is not my conference championship betting analysis. Those breakdowns are coming ...

Before ChatGPT could write essays, explain tax code, or summarize earnings reports, it had to master something far simpler but no less profound: probability. While headlines may credit “artificial ...

A new study shows how students can better understand and interpret conditional probabilities. A new LMU study shows how students can better understand and interpret conditional probabilities. How ...