Vipul Narayan
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View article: LSTM PRICE MOVEMENT PREDICTION FOR STOCK MARKET
LSTM PRICE MOVEMENT PREDICTION FOR STOCK MARKET Open
The prediction of stock market prices has historically posed significant challenges due to the complex, chaotic, and dynamic characteristics of financial markets. Conventional models frequently fail to adequately capture the intricate patt…
View article: ENHANCING LOCAL TOURISM THROUGH COMPARATIVE ANALYSIS AND DIGITAL INNOVATION: AN ANDROID-BASED APPROACH
ENHANCING LOCAL TOURISM THROUGH COMPARATIVE ANALYSIS AND DIGITAL INNOVATION: AN ANDROID-BASED APPROACH Open
Tourism significantly contributes to local economies, yet many destinations struggle to provide tourists with accurate, accessible information. Existing apps often lack integration and usability, leading to fragmented experiences. This pap…
View article: NOBLE APPROACH TO MINIMISE MENTAL HEALTH AND ILLNESS USING AI
NOBLE APPROACH TO MINIMISE MENTAL HEALTH AND ILLNESS USING AI Open
Artificial Intelligence (AI) is revolutionizing industries globally, and mental healthcare is no exception. This review outlines the role of AI in mental health services, examining its recent developments, ethical dilemmas, and the future …
View article: STRESS DETECTION USING MACHINE LEARNING
STRESS DETECTION USING MACHINE LEARNING Open
We all know that stress today is one of the biggest problems in society, and affects our health indirectly, both physically and mentally. Stress is harmful but if recognized timely can also be prevented and properly handled. This paper pro…
View article: Multivariate Lifetime Prediction Model for Energy Efficient Region‐Based Wireless Sensor Network
Multivariate Lifetime Prediction Model for Energy Efficient Region‐Based Wireless Sensor Network Open
In wireless sensor networks (WSNs), optimising energy efficiency while maintaining coverage and managing resource constraints remains a critical challenge. This paper introduces a novel Region‐Based Multilevel Energy Efficiency Protocol (R…
View article: Navigating AI and inequality in HE learning spaces
Navigating AI and inequality in HE learning spaces Open
This panel will explore different dimensions of AI and inequality as it pertains to teaching and learning in higher education. It will ask what injustices AI will bring to HE, and how these can be addressed. It will also consider how AI it…
View article: A comprehensive review of deep neural networks for medical image processing: Recent developments and future opportunities
A comprehensive review of deep neural networks for medical image processing: Recent developments and future opportunities Open
Artificial Intelligence (AI) solutions have been widely used in healthcare, and recent developments in deep neural networks have contributed to significant advances in medical image processing. Much ongoing research is aimed at helping med…
View article: A comparative assessment of artificial intelligence models used for early prediction and evaluation of chronic kidney disease
A comparative assessment of artificial intelligence models used for early prediction and evaluation of chronic kidney disease Open
Chronic Kidney Disease (CKD) is one of the most prevalent and fatal diseases influencing people on a larger that remains dormant until irreversible damage has been done to an individual's kidney. Progression of CKD is related to a variety …
View article: FBCHS: Fuzzy Based Cluster Head Selection Protocol to Enhance Network Lifetime of WSN
FBCHS: Fuzzy Based Cluster Head Selection Protocol to Enhance Network Lifetime of WSN Open
With enormous evolution in Microelectronics, Wireless Sensor Networks (WSNs) have played a vital role in every aspect of daily life. Technological advancement has led to new ways of thinking and of developing infrastructure for sensing, mo…
View article: [Retracted] Enhance‐Net: An Approach to Boost the Performance of Deep Learning Model Based on Real‐Time Medical Images
[Retracted] Enhance‐Net: An Approach to Boost the Performance of Deep Learning Model Based on Real‐Time Medical Images Open
Real‐time medical image classification is a complex problem in the world. Using IoT technology in medical applications assures that the healthcare sectors improve the quality of treatment while lowering costs via automation and resource op…
View article: CHOP: Maximum Coverage Optimization and Resolve Hole Healing Problem using Sleep and Wake-up Technique for WSN
CHOP: Maximum Coverage Optimization and Resolve Hole Healing Problem using Sleep and Wake-up Technique for WSN Open
The Sensor Nodes (SN) play an important role in various hazardous applications environments such as military surveillance, forests, battlefield, etc. The Wireless Sensor Network (WSN) comprised multiple numbers of sensor nodes which are us…
View article: E-FEERP: Enhanced Fuzzy based Energy Efficient Routing Protocol for Wireless Sensor Network
E-FEERP: Enhanced Fuzzy based Energy Efficient Routing Protocol for Wireless Sensor Network Open
Wireless Sensor Network (WSN) comprises thousands of tiny sensor nodes used in various monitoring applications to sense environmental conditions. WSN collects and organizes the sensed data and transmits to the Base Station (BS). Due to the…
View article: FGWOA: An Efficient Heuristic for Cluster Head Selection in WSN using Fuzzy based Grey Wolf Optimization Algorithm
FGWOA: An Efficient Heuristic for Cluster Head Selection in WSN using Fuzzy based Grey Wolf Optimization Algorithm Open
Wireless Sensor Network (WSN) is an important component of the Internet of Things. A WSN constitutes several Sensor Nodes (SN) that sense the various changes in the atmosphere, such as humidity, temperature, pressure etc. The Sensor Node (…
View article: Prediction of Quality Food Sale in Mart Using the AI-Based TOR Method
Prediction of Quality Food Sale in Mart Using the AI-Based TOR Method Open
“The golden highways of the technological route serve as the ultimate metaphor for the society of artificial intelligence,” explains the author of this present excursion. Unsupervised predictor is a technique that is used in all upbringing…
View article: Towards Development of Machine Learning Framework for Enhancing Security in Internet of Things
Towards Development of Machine Learning Framework for Enhancing Security in Internet of Things Open
An IoT system is a smart network that connects all items to the Internet and exchanges data using Internet Engineering Task Force established protocols. As a consequence, everything is instantly accessible from any place and at any time. T…
View article: Coverage Prediction for Target Coverage in WSN Using Machine Learning Approaches
Coverage Prediction for Target Coverage in WSN Using Machine Learning Approaches Open
Mathematical programming techniques are widely used in the determination of optimal functional configuration of a wireless sensor network (WSN). But these techniques have usually high computational complexity and are often considered as No…
View article: A Novel Approach for Cluster Head Selection using Trust Function in WSN
A Novel Approach for Cluster Head Selection using Trust Function in WSN Open
The enhancement of new technology in the sensor network shows a significant result in every aspect of life such as military surveillance, hospitals, mining and hospitals etc. The nodes are scattered randomly in RoI (Region of Interest) and…
View article: A Novel Protocol for Detection and Optimization of Overlapping Coverage in Wireless Sensor Networks
A Novel Protocol for Detection and Optimization of Overlapping Coverage in Wireless Sensor Networks Open
Wireless sensor network (WSN) is an emerging area in which numbers of sensor nodes are deployed in two ways random and deterministic for data gathering. WSNs have expedited human life in diverse emerging fields: military, agriculture, stru…
View article: A Research Protocol for Detection and Optimization of Overlapping Coverage in Wireless Sensor Networks
A Research Protocol for Detection and Optimization of Overlapping Coverage in Wireless Sensor Networks Open
Wireless sensor network (WSN) is an emerging area in which numbers of sensor nodes are deployed in two ways random and deterministic for data gathering. WSNs have expedited human life in diverse emerging fields: military, agriculture, stru…
View article: A Novel Approach for Wireless Penetration Testing
A Novel Approach for Wireless Penetration Testing Open
In today's modern era, the internet is essential for everyone.We are using different types of wirelessconnection for connecting to the internet.We are using our home routers, public routers at railway, hotels, restaurant, colleges, etc.But…