Digital forestry team combines AI with satellite data to monitor urban trees

A Purdue University digital forestry team has created a computational tool to obtain and analyze urban tree inventories on ...
AV Network

Oregon State University Brings Forests to Life with Immersive Visualization

OSU creates a digital twin of 26,000 trees across Elliot State Forest with the help of Scalable Display Technologies.
Visual Studio Magazine

Decision Tree Regression from Scratch Without Pointers or Recursion Using C#

Dr. James McCaffrey presents a complete end-to-end demonstration of decision tree regression from scratch using the C# language. The goal of decision tree regression is to predict a single numeric ...
IEEE

RuleExplorer: A Scalable Matrix Visualization for Understanding Tree Ensemble Classifiers

Abstract: The high performance of tree ensemble classifiers benefits from a large set of rules, which, in turn, makes the models hard to understand. To improve interpretability, existing methods ...
IEEE

Minimum Information Trees for High Dimensional Data Visualization in Clustering

Abstract: Visualizing the qualitative outcomes of clustering algorithms in high-dimensional spaces remains a persistent challenge in data analysis and machine learning. Traditional dimensionality ...
GitHub

Threat Modeling Using DeepSeek-R1 and RAG

A tool for generating threat models and attack trees from system documentation using Large Language Models (LLMs) and Retrieval Augmented Generation (RAG). ArgusGPT leverages the power of LLMs, ...
GitHub

Supervised Generalized Association Plots Based on Decision Trees

"rpart" (classic CART): Each node shows class-membership probabilities and the percentage of samples in each branch. "party" (conditional inference trees): Each internal node is annotated with its ...