Tech Xplore

Drone-mounted camera can detect plastic landmines without an internet connection

Today's antipersonnel land mines are small and often have plastic casings that standard metal detectors cannot register.
Tech Xplore

Machine-readable dataset speeds environmental review drafting tasks

An innovative partnership has yielded powerful new tools to help federal agencies rapidly synthesize complex data, historical ...

Machine Learning Is Enabling A New Era For Precision Medicine And Pharmacogenomics

Medicine has always operated as an “evidence based” field, meaning that it generally pursues experimentation to gather ...
AHA/ASA Journals

Contrastive Machine Learning to Quantify Hypertensive Multiorgan Damage and Identify New Disease Phenotypes: A Multinational Multimodal Study

BACKGROUND: Hypertension induces structural and functional damage in multiple organs. Evidence of subclinical damage ...
IEEE

Research on Intelligent Evaluation of Pear Fruit Quality Based on Machine Learning

Abstract: This study proposes a PCA-machine learning fusion model to address the inefficiency and subjectivity of traditional pear quality evaluation. A standardized dataset was constructed by ...
GitHub

GitHub - Pagnoncelliander/Email_Classification: Organize, prepare, classify using PCA, standardization, and normalization, and apply the appropriate machine learning method for ...

PCA was applied to reduce the dimensionality, and StandardScaler was used for data normalization. For machine learning, I tested multiple models to achieve 99% accuracy. The Random Forest model, which ...
IEEE

A Hybrid Machine Learning-Based Framework for Data Injection Attack Detection in Smart Grids Using PCA and Stacked Autoencoders

Abstract: Cyberattacks, especially data injection attacks, are becoming more common as smart grids are increasingly interconnected. In addition, accurate and unbiased high-quality data is required for ...