IEEE

Analyzing the Effectiveness of Ensemble Methods in Solving Multi-Class Classification Problems

Abstract: In this research work, ensemble methods for analyzing classification problems were analyzed. Currently, various methods and algorithms are proposed and implemented based on machine systems ...
IEEE

EG-VAN: A Global and Local Attention-Based Dual-Branch Ensemble Network With Advanced Color Balancing for Multi-Class Skin Cancer Recognition

Abstract: The accurate diagnosis of skin cancer remains challenging due to factors like intra-class variation and inter-class similarity in dermoscopic images. Despite their sophistication, existing ...
IEEE

Design of a Real-time Multi-individual Boxing Classification System Using Multiple Mode Sensing

Abstract: In this paper, a real-time multi-individual boxing classification system, which is based on FPGA, using electromyography (EMG) signals and Inertial measurement units (IMUs) is presented. The ...
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

Multi Class Spectral Discriminative Convolutional Neural Network Towards Hyperspectral Image Classification of Crop Disease on Inclusion of Spectral Spatial Feature Fusion ...

Abstract: Crop diseases occurs due to bacterial, viral, parasitic and fungal infection leads to various challenges to farmer and agricultural based business as crop diseases effects the normal growth ...
IEEE

An Efficient Ensemble Deep Learning Comparative Study Based on Multi-Class Classifications of Brain Tumors Using Brain MRI Images

Abstract: Brain tumors are a severe health problem that requires accurate diagnosis and classification for optimal treatment. Magnetic resonance imaging (MRI) is a widely used technique for detecting ...
wjla

Man accused of threatening to shoot Virginia lawmaker in Loudoun County

LOUDOUN COUNTY, Va. (7News) — Patrick Murphy has been accused of writing threats to Republican Del. Geary Higgins, which is a Class 6 Felony, according to the Loudoun County Commonwealth’s Attorney’s ...
ABC 7 Chicago

Federal agents detain multiple people downtown; anti-ICE protests held in Chicago, Broadview

CHICAGO (WLS) -- Federal immigration agents swarmed downtown Chicago on Sunday afternoon, detaining multiple people. One of those incidents was caught on camera near Millennium Park, where Border ...
GitHub

VeloxSeg: Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation

Overview of VeloxSeg. VeloxSeg employs an encoder-decoder architecture with Paired Window Attention (PWA) and Johnson-Lindenstrauss lemma-guided convolution (JLC) on the left, using 1x1 convolution as ...
IEEE

Design of a CNN Accelerator for Multitask EEG Signal Classification Based on RISC-V

Abstract: Electroencephalogram (EEG) has been widely employed in emotion recognition, seizure detection, and brain-computer interface applications. This article presents an elaborated RISC-V-based EEG ...
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 ...
WATE 6 On Your Side

Multi-day Alcoa Highway closure in Knox County planned in October

KNOXVILLE, Tenn. (WATE) — An upcoming closure on Alcoa Highway in Knox County next month will have significant impact on traffic over multiple days, the Tennessee Department of Transportation ...