Leveraging XGBoost for Predictive Analytics in Healthcare: Enhancing Disease Diagnosis

A Shrivastava, A Kotiyal… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
In this study, we look at how XGBoost (Extreme Gradient Boosting) may be used in
healthcare predictive analytics to improve the speed and precision of illness detection …

Signal Detection of MIMO System with One Bit ADCS Based on Deep Learning

A Shrivastava, M Maindola, H Alabdeli… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
Due to the quantization noise created by analog-to-digital converters (ADCs) with just one
bit of resolution, signal identification in Multiple-Input Multiple-Output (MIMO) systems is a …

Analysis of Apt Attack for Source Tracing in Industrial Internet Environment

A Shrivastava, T Mittal, M Almusawi… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
As businesses become more dependent on networked digital devices, advanced persistent
threats (APT) attacks are progressively becoming a component of the threat landscape …

Revolutionizing Cancer Diagnosis with Deep Learning: A Case Study Using U-Net

HR Goyal, M Al-Farouni, A Deepak… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
The U-Net architecture is a convolutional neural network model that is well-known for its
skills in biomedical image segmentation. This study investigates the revolutionary potential …

Applying Convolutional Neural Networks for Disease Detection in Crop Images

G Dhasmana, HM Al-Jawahry, A Deepak… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
Ensuring agricultural production and food security relies on the early and precise
identification of crop diseases. It may be tedious, error-prone, and time-consuming to use …

Enhancing Disease Prediction through Random Forests in Healthcare Analytics

S Kukreti, K Al-Attabi, R Chandrashekar… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
This research investigates the application of Random Forest algorithms to enhance disease
prediction within healthcare analytics. Using large healthcare datasets, the research …

Improving Support Vector Machine Performance with Advanced Kernel Methods

M Mittal, HM Al-Jawahry, N Varshney… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
In many different fields, Support Vector Machines (SVMs) have shown to be an effective tool
for regression and classification problems. When using support vector machines (SVMs), the …

Advancing Mobile Health Technologies in Chronic Disease Management and Patient Empowerment

NL Deepthi, G Kaliyaperumal… - … and Informatics (IC3I …, 2024 - ieeexplore.ieee.org
APE, PTR, and DHRA, three revolutionary techniques in the Adaptive Mobile Health
Framework (AMHF), empower patients and improve chronic illness management. These …