mlsanityData to 7 Oct 2026

The Improvement of Decision Tree Construction Algorithm Based On Quantum Heuristic Algorithms

arXiv 2212.14725 ↗First posted 28 Dec 2022quant-ph cs.LGcited by 1

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Abstract (arXiv)

This work is related to the implementation of a decision tree construction algorithm on a quantum simulator. Here we consider an algorithm based on a binary criterion. Also, we study the improvement capability with quantum heuristic QAOA. We implemented the classical and the quantum version of this algorithm to compare built trees.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 2 of its 31 references that are in the map. First posted on arXiv 28 Dec 2022.

Builds on

2 of 31 references.

References · 2

  1. 2019The Quantum Version Of Classification Decision Tree Constructing Algorithm C5.0cited by 6
  2. 2021The Quantum Version of Prediction for Binary Classification Problem by Ensemble Methodscited by 4

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2026: 1.

1 paper.

  1. 2026Quantum Random Forest for the Regression Problemcited by 0