Jyoti Verma
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View article: Decoding Discrepancies: Understanding Rating and Review Gaps in Best-Selling Products
Decoding Discrepancies: Understanding Rating and Review Gaps in Best-Selling Products Open
Classification of the sentiment and using it for the rating prediction is the major task don in this paper. The emotions and opinions are expressed by the users about a product on the e-commerce website and this provides the basis for the …
View article: Institutional reform in education: Aligning curriculum with sustainable infrastructure development
Institutional reform in education: Aligning curriculum with sustainable infrastructure development Open
This study investigates the integration of sustainability principles into educational curricula, focusing on the gap between theoretical knowledge and practical application. Through a mixed-methods approach, the research identifies key ins…
View article: Fire Detection in Urban Areas Using Multimodal Data and Federated Learning
Fire Detection in Urban Areas Using Multimodal Data and Federated Learning Open
Fire chemical sensing for indoor detection of fire plays an essential role because it can detect chemical volatiles before smoke particles, providing a faster and more reliable method for early fire detection. A thermal imaging camera and …
View article: Deep trained features extraction and dense layer classification of sensitive and normal documents for robotic vision-based segregation
Deep trained features extraction and dense layer classification of sensitive and normal documents for robotic vision-based segregation Open
The digitization of important documents and their segregation can be a beneficial and time-saving activity as individuals will have greater access to important documents and will be able to use them in regular tasks as well as endeavours. …
View article: A Hybrid Images Deep Trained Feature Extraction and Ensemble Learning Models for Classification of Multi Disease in Fundus Images
A Hybrid Images Deep Trained Feature Extraction and Ensemble Learning Models for Classification of Multi Disease in Fundus Images Open
Retinal disorders, including diabetic retinopathy and macular degeneration due to aging, can lead to preventable blindness in diabetics. Vision loss caused by diseases that affect the retinal fundus cannot be reversed if not diagnosed and …
View article: ROAD: Robotics-Assisted Onsite Data Collection and Deep Learning Enabled Robotic Vision System for Identification of Cracks on Diverse Surfaces
ROAD: Robotics-Assisted Onsite Data Collection and Deep Learning Enabled Robotic Vision System for Identification of Cracks on Diverse Surfaces Open
Crack detection on roads is essential nowadays because it has a significant impact on ensuring the safety and reliability of road infrastructure. Thus, it is necessary to create more effective and precise crack detection techniques. A safe…
View article: From slides to insights: Harnessing deep learning for prognostic survival prediction in human colorectal cancer histology
From slides to insights: Harnessing deep learning for prognostic survival prediction in human colorectal cancer histology Open
Prognostic survival prediction in colorectal cancer (CRC) plays a crucial role in guiding treatment decisions and improving patient outcomes. In this research, we explore the application of deep learning techniques to predict survival outc…
View article: IoT-Fog-enabled robotics-based robust classification of hazy and normal season agricultural images for weed detection
IoT-Fog-enabled robotics-based robust classification of hazy and normal season agricultural images for weed detection Open
The mechanization of farming is currently the most pressing problem facing humanity and a burgeoning academic field. Over the last decade, there has been an explosion of Internet of Things (IoT) application growth in agriculture. Agricultu…
View article: A Hybrid Deep Neural Network Model for Time Series Forecasting
A Hybrid Deep Neural Network Model for Time Series Forecasting Open
Deep neural networks have proven to perform optimal forecasts even with the presence of noisyand non-linear nature of time series data. In thispaper, a hybrid deep neural network consisting of Convolutional Neural Networks (CNN) and Long S…
View article: Data Mining in Indian Railways: A Survey to Analyze Applications of Data Mining
Data Mining in Indian Railways: A Survey to Analyze Applications of Data Mining Open
There are many means of transportation in the world but the most affordable and cheap mode of transportation is the railways in any part of the world.People focus on travelling by the trains the most during the vacation period or for any p…
View article: A Survey on Cloud Computing and Security Challenges to Cloud Computing
A Survey on Cloud Computing and Security Challenges to Cloud Computing Open
Cloud Computing is a transformative computing paradigm that involves delivering applications and services over the internet using standard access mechanisms through the use of workstations, laptops, smart phones etc [1].Due to this technol…
View article: Survey of various Trust based QoS aware Routing Protocol in MANET
Survey of various Trust based QoS aware Routing Protocol in MANET Open
MANETs) Mobile Ad-hoc Networks is a group of mobile nodes that are connected dynamically, in which each node acts as a router to all other nodes.Due to the absence of centralized administration and dynamic nature, MANETs are vulnerable to …