IEEE

Real-Time Multi-Class Pneumonia Detection in Chest X-Rays Using Optimized Deep Learning Methods

Abstract: Pneumonia remains a global health crisis, with timely and accurate diagnosis being critical to reducing mortality. Traditional diagnostic methods, reliant ...
IEEE

Multilevel Multimodal CNN–Transformer Fusion Network for Land Use and Land Cover Classification

Abstract: In remote sensing (RS), convolutional neural networks (CNNs) are well-recognized for their spatial–spectral feature extraction capabilities, whereas vision transformers (ViTs), which ...
IEEE

Satellite Signal Arrival Direction Estimation to Reduce Multipath Errors Using General-Purpose Receivers and the Multiple Signal Classification (MUSIC) Method in Satellite ...

Abstract: Satellite positioning has become accurate to the millimeter order with the use of carrier phase observation data for distance measurement, but one type of ...
IEEE

Enumerating the K-Fold Configurations in Multi-Class Classification Problems

Abstract: K-fold cross-validation is a widely used tool for assessing classifier performance. The reproducibility crisis [6] faced by artificial intelligence partly results from the irreproducibility ...
IEEE

Deep CNN Feature Resampling and Ensemble Based on Cross Validation for Image Classification

Abstract: Deep convolutional neural networks (CNNs) such as AlexNet, VGGNet, ResNet, EfficientNet, and MobileNet have been extensively employed in image classification tasks. A common solution is ...
IEEE

Distributed Multi-Task In-Network Classification on Programmable Switches by Ensemble Models

Abstract: Offloading machine learning models for network classification on high-throughput programmable switches is a promising technology, enabling line-speed in-network classification. Existing ...
IEEE

Adaptive Tracking Control of Nonlinear Multi-Agent Systems Subject to Multiple Constraints via Multi-Dimensional Taylor Network

Abstract: This paper investigates the adaptive tracking control problem for nonlinear multi-agent systems operating under simultaneous input saturation and output performance constraints. To address ...
WSLS 10

Man dead, multiple injured following multi-vehicle crash on I-81 Northbound in Rockbridge County

A man is dead following a multi-vehicle crash that occurred around mile marker 181 on I-81 Northbound in Rockbridge County, Virginia State Police said.
The Lancet

Development of a multi-task deep learning system for classification of nine common knee abnormalities on MRI: a large-scale, multicentre, stepwise validation study

aDepartment of Radiology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, China bInstitute of High-End Intelligent Health Equipment, Academy of Orthopedics, Guangdong Province ...
CNN

Silicon Valley’s seniors get a crash course in AI

Jacob Shaul is the kind of rising high school student who spends Saturdays playing chess and devours books by Malcom Gladwell and Angela Duckworth. He can just as readily explain the principles of ...
CNN

Comey’s son-in-law, a federal prosecutor, resigns after indictment

James Comey’s son-in-law, Troy A. Edwards, Jr., resigned Thursday night from his position as a senior national security prosecutor shortly after the former FBI director was indicted. In a one-sentence ...
IEEE

Improving Multi-Class Classification with Machine Learning and Metaheuristic Algorithm

Abstract: This study investigates the performance of various algorithms, including SVM, CSSVM, SVM-TLBO, and CSSVM-TLBO, using ten-fold cross-validation to evaluate their accuracy in predicting ...