2 citations · 3 across the 4 of their papers we have counts for
4 papers
Arithmetical Binary Decision Tree Traversals
Jinxiong Zhang
This paper introduces a series of methods for traversing binary decision trees using arithmetic operations. We present a suite of binary tree traversal algorithms that leverage nov…
Dive into Decision Trees and Forests: A Theoretical Demonstration
Jinxiong Zhang
Based on decision trees, many fields have arguably made tremendous progress in recent years. In simple words, decision trees use the strategy of "divide-and-conquer" to divide the…
Decision Machines: Congruent Decision Trees
Jinxiong Zhang
The decision tree recursively partitions the input space into regions and derives axis-aligned decision boundaries from data. Despite its simplicity and interpretability, decision…
Yet Another Representation of Binary Decision Trees: A Mathematical Demonstration
Jinxiong Zhang
A decision tree looks like a simple directed acyclic computational graph, where only the leaf nodes specify the output values and the non-terminals specify their tests or split con…