Opinion

How do different data preprocessing techniques affect performance of machine learning models on prediction tasks?

Artificial intelligence (AI) and machine learning (ML) systems have become central to modern data-driven decision-making. They are now widely applied in fields as diverse as healthcare, finance, ...
IEEE

Toward Efficient and Secure Hypercube Tree Building for Vertically Distributed Data in Cloud

Abstract: The rapid development of big data and Internet of Things has promoted the formation of data silos, and cloud computing has facilitated the outsourcing of vertically distributed data to cloud ...
GitHub

Data Structures and Algorithms Repository

Welcome to the Data Structures and Algorithms Repository! My aim for this project is to serve as a comprehensive collection of problems and solutions implemented in Python, aimed at mastering ...
Health News Florida

What the trees are telling us: USF professor uses data to identify threats to tree diversity

Brian Maitner, an assistant professor in the Department of Integrative Biology, is revolutionizing the way researchers examine and predict the impact of environmental shifts on plant diversity. His ...
IEEE

An Alpha-Tree Algorithm for Massively Parallel Architectures

Abstract: The alpha-tree, also known as the quasi-flat zone hierarchy is a widely used representation of images in Mathematical Morphology. This structure organizes the regions according to a ...
PNAS

Population structure limits the use of genomic data for predicting phenotypes and managing genetic resources in forest trees

Given climate change, there is an urgent need to conserve natural populations of forest trees and associated ecosystems. In contrast to a growing body of literature on genomic offsets and related ...
Scientific Research Publishing

Wessel, M., Brandmeier, M. and Tiede, D. (2018) Evaluation of Different Machine Learning Algorithms for Scalable Classification of Tree Types and Tree Species Based on Sentinel ...

ABSTRACT: Making the distinction between different plantation tree species is crucial for creating reliable and trustworthy information, which is critical in forestry administration and upkeep. Over ...
marktechpost

Google DeepMind Researchers Propose a Novel Divide-and-Conquer Style Monte Carlo Tree Search (MCTS) Algorithm ‘OmegaPRM’ for Efficiently Collecting High-Quality Process ...

Artificial intelligence (AI) focuses on creating systems capable of performing tasks requiring human intelligence. Within this field, the development of large language models (LLMs) aims to understand ...