Nitin Rakesh
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View article: Energy efficiency optimization and DQN-based power allocation in UAV-IRS assisted 6 G system
Energy efficiency optimization and DQN-based power allocation in UAV-IRS assisted 6 G system Open
View article: ViTCon: a hybrid CNN-ViT model for improved plant leaf disease detection
ViTCon: a hybrid CNN-ViT model for improved plant leaf disease detection Open
Sustainable agriculture relies on timely and efficient detection of leaf diseases to prevent the risk of crop contamination and the dependency on chemical treatments. The Convolutional Neural Network (CNN) has made a significant contributi…
View article: High performance GPU implementation of KNN algorithm: A review
High performance GPU implementation of KNN algorithm: A review Open
View article: A Unified Hybrid Model for Cardiovascular Risk Prediction: Merging Statistical, Kernel‐Based and Neural Approaches
A Unified Hybrid Model for Cardiovascular Risk Prediction: Merging Statistical, Kernel‐Based and Neural Approaches Open
Cardiovascular diseases (CVDs) are still the leading cause of death in the worldwide. Traditional machine learning models often have difficulty in determine how to capture the complex links between disease risk factors and disease occurren…
View article: A comparative study of medication adherence, illness severity, and quality of life among psychiatric patients attending community mental health programs
A comparative study of medication adherence, illness severity, and quality of life among psychiatric patients attending community mental health programs Open
Objectives: Mental health disorders represent a significant global health challenge, necessitating innovative approaches to treatment and care. This study aims to compare sociodemographic variables, medication compliance behavior, severity…
View article: Advancing blood cell detection and classification: performance evaluation of modern deep learning models
Advancing blood cell detection and classification: performance evaluation of modern deep learning models Open
The detection and classification of blood cells are important in diagnosing and monitoring a variety of blood-related illnesses, such as anemia, leukemia, and infection, all of which may cause significant mortality. Accurate blood cell ide…
View article: SVM algorithm-based anomaly detection in network logs and firewall logs
SVM algorithm-based anomaly detection in network logs and firewall logs Open
The purpose of many advanced forms of cyberattack is to deceive the monitors, and as a result, these attacks often involve several kinds, levels, and stages. Existing anomaly detection systems often examine logs or traffic for indications …
View article: A NOVEL EDUSYNC : A HOLISTIC COLLEGE ADMINISTRATION ECOSYSTEM
A NOVEL EDUSYNC : A HOLISTIC COLLEGE ADMINISTRATION ECOSYSTEM Open
In the current digital era, educational institutions are increasingly relying on technology to streamline their administrative and academic processes. Among the various web development frameworks available today, Django, a high-level Pytho…
View article: Integration of multimodal imaging data with machine learning for improved diagnosis and prognosis in neuroimaging
Integration of multimodal imaging data with machine learning for improved diagnosis and prognosis in neuroimaging Open
Introduction Combining many types of imaging data—especially structural MRI (sMRI) and functional MRI (fMRI)—may greatly assist in the diagnosis and treatment of brain disorders like Alzheimer’s. Current approaches are less helpful for for…
View article: Error probability analysis under H-noise scenarios in diffusive molecular communication
Error probability analysis under H-noise scenarios in diffusive molecular communication Open
Diffusive Molecular Communication (DMC) represents a critical paradigm in nanoscale communication, yet various noise models significantly influence its performance. This paper presents an analytical framework for evaluating error probabili…
View article: Revolutionizing Transportation and Logistics: Dynamic Programming and Bit Masking Approach for Optimizing the Travelling Salesman Problem
Revolutionizing Transportation and Logistics: Dynamic Programming and Bit Masking Approach for Optimizing the Travelling Salesman Problem Open
View article: THz Connect: Energy-Efficient 6G Small Cells With Fuzzy Power Control and Advanced Clustering
THz Connect: Energy-Efficient 6G Small Cells With Fuzzy Power Control and Advanced Clustering Open
The increasing number of users in 6G networks requires more base stations. Mobile small cell BSs solve this but complicate the power allocation and clustering, which becomes even more challenging with a dynamic system topology as the user …
View article: From Convolution to Attention: Transformer-Based Modeling for Multi-Day Wildfire Spread Forecasting
From Convolution to Attention: Transformer-Based Modeling for Multi-Day Wildfire Spread Forecasting Open
Wildfire prediction and management is a critical component of environmental risk assessment, especially in the face of increasing climate volatility. Recent advances in remote sensing and artificial intelligence have enabled more precise f…
View article: An Ontology Alignment based on Machine learning for Integration of Patient Health Data
An Ontology Alignment based on Machine learning for Integration of Patient Health Data Open
View article: Building a Unified Framework to Standardize and Improve Interoperability in IoT Systems
Building a Unified Framework to Standardize and Improve Interoperability in IoT Systems Open
View article: Improving Healthcare with Remote Patient Monitoring and Real-Time Data Analytics Using IoT
Improving Healthcare with Remote Patient Monitoring and Real-Time Data Analytics Using IoT Open
View article: Development of Robotic Systems for Precision Tumor Resection
Development of Robotic Systems for Precision Tumor Resection Open
View article: Engineering Smart Systems for Early Breast Cancer Detection
Engineering Smart Systems for Early Breast Cancer Detection Open
View article: Analytical model for DG-AlGaN/GaN MOS-HEMT for sensitive analysis of pH analytes and charged biomolecules
Analytical model for DG-AlGaN/GaN MOS-HEMT for sensitive analysis of pH analytes and charged biomolecules Open
This article introduces an analytical model for double-gate AlGaN/GaN MOS-HEMT biosensors to accurately detect pH analytes and charged biomolecules. The device incorporates nanocavities and operates on the concept of dielectric modulation,…
View article: Oriental Stock Prediction Approach(OSPA): A Model for Stock Price Prediction Utilizing the Capacity of Time Series Analysis
Oriental Stock Prediction Approach(OSPA): A Model for Stock Price Prediction Utilizing the Capacity of Time Series Analysis Open
This paper delves into the intricate world of financial markets, where accurate prediction of stock prices plays a pivotal role in guiding investment strategies and financial decision-making. In an era dominated by vast amounts of data, th…
View article: Integrative approach for efficient detection of kidney stones based on improved deep neural network architecture
Integrative approach for efficient detection of kidney stones based on improved deep neural network architecture Open
In today's digital world, with growing population and increasing pollution, unhealthy lifestyle habits like irregular eating, junk food consumption, and lack of exercise are becoming more common, leading to various health problems, includi…
View article: YOLOv3 Based Smart Assistive Navigation System for Visually Impaired Individuals
YOLOv3 Based Smart Assistive Navigation System for Visually Impaired Individuals Open
Nowadays, some people suffer from blindness or vision impairment, either from childhood or due to other causes. These individuals frequently face difficulty to move from source to destination precisely, resulting in difficulties in their d…
View article: Online Signature Classification Based on Dynamic Nature of Features Selection Framework
Online Signature Classification Based on Dynamic Nature of Features Selection Framework Open
In the recent digital age, online signature verification plays a crucial role in authentication, including security standards across many industries, such as financial, legal, and e-commerce.Bank'srld Bank's data shows the global digital e…
View article: Secure Organ Donation Management: Leveraging Ethereum Based Blockchain Technology for Trust and Efficiency
Secure Organ Donation Management: Leveraging Ethereum Based Blockchain Technology for Trust and Efficiency Open
The complexity of organ donation and transplantation in today's healthcare systems need specialized methods at several stages, including registration, donor-recipient matching, organ retrieval, delivery, and transplantation. In order to en…
View article: The Study on Investors Attitude towards Mutual Funds as an Investment Avenue
The Study on Investors Attitude towards Mutual Funds as an Investment Avenue Open
There are several investment options available. We would categorise or put them into groups to make our lives simpler. There are many different investing opportunities in India. Some of them are liquid and marketable, while others cannot b…
View article: A Novel Data Preprocessing Model for Lightweight Sensory IoT Intrusion Detection
A Novel Data Preprocessing Model for Lightweight Sensory IoT Intrusion Detection Open
IoT devices or sensor nodes are essential components of the machine learning (ML) application workflow because they gather abundant information for building models with sensors. Uncontrollable factors may impact this process and add inaccu…
View article: Remote Sensing for Agriculture in the Era of Industry 5.0—A Survey
Remote Sensing for Agriculture in the Era of Industry 5.0—A Survey Open
Agriculture can be regarded as the backbone of human civilization. As technology evolved, the synergy between agriculture and remote sensing has brought about a paradigm shift, thereby entirely revolutionizing the traditional agricultural …
View article: A Structured Protocol for Vehicle-to-Vehicle Communication Using Lte Network Based on Kali Linux
A Structured Protocol for Vehicle-to-Vehicle Communication Using Lte Network Based on Kali Linux Open
View article: Performance Analysis of Microservices Behavior in Cloud vs Containerized Domain based on CPU Utilization
Performance Analysis of Microservices Behavior in Cloud vs Containerized Domain based on CPU Utilization Open
Enterprise application development is rapidly moving towards a microservices-based approach. Microservices development makes application deployment more reliable and responsive based on their architecture and the way of deployment. Still, …
View article: Plant Leaves Disease Detection using Deep Learning
Plant Leaves Disease Detection using Deep Learning Open
Advances in computing technology provide an opportunity to grow and develop an effective crop protection system. This study is a new way of diagnosing plant diseases using a deep and convolutional neural network. Deep learning is the stren…