Parkinson's Disease Detection through Vocal Biomarkers and Advanced Machine Learning Algorithms

MA Sayed, DM Cao, MDT Islam… - Journal of computer …, 2023 - al-kindipublisher.com
Parkinson's disease (PD) is a prevalent neurodegenerative disorder known for its impact on
motor neurons, causing symptoms like tremors, stiffness, and gait difficulties. This study …

Revolutionizing Retail: A Hybrid Machine Learning Approach for Precision Demand Forecasting and Strategic Decision-Making in Global Commerce

MDT Islam, EH Ayon, BP Ghosh… - Journal of …, 2024 - al-kindipublisher.com
A thorough comparison of several machine learning methods is provided in this paper,
including gradient boosting, AdaBoost, Random Forest (RF), XGBoost, Artificial Neural …

Parkinson's Disease Detection through Vocal Biomarkers and Advanced Machine Learning Algorithms: A Comprehensive Study

MA Sayed, S Ahamed, DM Cao, MEUI Pavel… - arXiv preprint arXiv …, 2023 - arxiv.org
Parkinson's disease (PD) is a prevalent neurodegenerative disorder known for its impact on
motor neurons, causing symptoms like tremors, stiffness, and gait difficulties. This study …

Deep Learning in Stock Market Forecasting: Comparative Analysis of Neural Network Architectures Across NSE and NYSE

BP Ghosh, MS Bhuiyan, D Das… - Journal of …, 2024 - al-kindipublisher.com
This research explores the application of four deep learning architectures—Multilayer
Perceptron (MLP), Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM) …

Unleashing Deep Learning: Transforming E-commerce Profit Prediction with CNNs

N Nabi, MAH Pabel, MA Rahman… - Journal of Business …, 2024 - al-kindipublisher.com
This research examines the potential of Convolutional Neural Networks (CNNs), including
VGG16, ResNet50, and InceptionV3, in predicting ecommerce profits. Emphasizing the …

[PDF][PDF] Integrating America: Unveiling the complex tapestry of immigrant engagement and local governance dynamics

PMEU Islam - Public Policy and Administration, 2023 - ppar.thebrpi.org
This paper presents a comprehensive analysis of the dimensions of immigration integration
and engagement within the United States, utilizing a dataset provided by the International …

Transforming Customer Experience in the Airline Industry: A Comprehensive Analysis of Twitter Sentiments Using Machine Learning and Association Rule Mining

M Tayaba, EH Ayon, MT Mia, M Sarkar… - Journal of …, 2023 - al-kindipublisher.com
The airline industry places significant emphasis on improving customer experience, and
Twitter has emerged as a key platform for passengers to share their opinions. This research …

Deep Learning-Based COVID-19 Detection from Chest X-ray Images: A Comparative Study

DM Cao, MS Amin, MT Islam, S Ahmad… - Journal of …, 2023 - al-kindipublisher.com
The COVID-19 pandemic, caused by the SARS-CoV-2 virus, has rapidly spread across the
globe, leading to a significant number of illnesses and fatalities. Effective containment of the …

A novel transfer learning approach for detection of pomegranates growth stages

A Naseer, M Amjad, A Raza, K Munir, NA Samee… - IEEE …, 2024 - ieeexplore.ieee.org
Pomegranates are nutrient-rich fruits renowned for their vibrant ruby-red seeds and
antioxidant properties. With a rich history rooted in various cultures, pomegranates have …

Improving Cardiovascular Disease Prediction through Comparative Analysis of Machine Learning Models

N Anjum, CU Siddiqua, M Haider… - Journal of …, 2024 - al-kindipublisher.com
Cardiovascular diseases, including myocardial infarction, present significant challenges in
modern healthcare, necessitating accurate prediction models for early intervention. This …