Search Results - "Rawat, Ramesh Singh"

Machine Learning Approach for Malware Analysis and Detection by Singh Rana, Deepak, Chandra Dimri, Sushil, Singh Rawat, Ramesh, Ashish Dhondiyal, Shiv, Dogra, Akash

“…According to research, Cybercrime has grown dramatically over the past ten years, costing several firms a significant amount of money. Various anti-virus…”
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Hybrid CNN & Random Forest Model for Effective Curry Leaf Disease Diagnosis by Banerjee, Deepak, Kukreja, Vinay, Jain, Ayushi, Rawat, Ramesh Singh, Hariharan, Shanmugasundaram

“…This abstract evaluates the efficacy of a model of classification in identifying and classifying different diseases of plants. To measure the model's efficacy…”
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Impulsive Noise Mitigation for Power Communication by Verma, Aditya, Rawat, Ramesh Singh

“…This research study intends to reduce the impulsive noise for power communication, for this, a circuit has been designed. This circuit uses sine wave generator…”
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Complaint Management in Ethiopian Vocational and Technical Education Institutions: A Framework and Implementation of a Decision Support System by Rawat, Ramesh Singh, Singh, Vijay, Dumka, Ankur

“…DecisionSupport Systems (DSSs) are interactive information systems that are based on computers; as such, they share many of the characteristics that make…”
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Interpreting Deviant Heart Patterns: Applying MobileNet CNN Autoencoder for ECG Anomaly Detection by Agarwal, Muskan, Gill, Kanwarpartap Singh, Thapliyal, Nitin, Rawat, Ramesh Singh

“…In order to identify abnormalities in electrocardiogram (ECG) data, this research study uses the PTB Diagnostic ECG Database to examine the application of…”
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Savouring Tradition With a Technological Twist: Pandang Cuisine Classification Using Transfer Learning by Agarwal, Muskan, Singh Gill, Kanwarpartap, Thapliyal, Nitin, Rawat, Ramesh Singh

“…Deep Convolutional Neural Networks (CNNs) and Transfer Learning are examined in this research work as they pertain to the classification of Pandang cuisine…”
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Comparative Analysis of VGG19 and ResNet50 V2 for Enhanced Brain Tumor Detection by Fulara, Saurabh, Upadhyay, Deepak, Sharma, Kunj Bihari, Rawat, Ramesh Singh

“…This paper compares the performance of two most common deep learning models ResNet50 V2 and VGG19 when using medical imaging for brain tumour detection. Even…”
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Harmonizing Emotions: A Novel Approach to Audio Emotion Classification using Log-Melspectrogram with Augmentation by Agarwal, Muskan, Gill, Kanwarpartap Singh, Thapliyal, Nitin, Rawat, Ramesh Singh

“…This study article explores the field of audio emotion categorization, using a unique method that involves log-Mel spectrogram with augmentation. The research…”
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Utilization of MFCC in Conjuction with Elaborated LSTM Architechtures for the Amplification of Lexical Descrimination in Acoustic Milieus Characterized by Pronounced Nocturnal Disturbance by Upadhyay, Deepak, Malhotra, Sonal, Rawat, Ramesh Singh, Gupta, Mridul, Mishra, Somesh

“…In this pioneering research endeavor, we delved into the intricate realm of speech recognition technology, aiming to surmount the formidable challenges posed…”
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Felis catus disease detection in the digital era: Combining CNN and Random Forest by Suryavanshi, Ankita, Kukreja, Vinay, Srivastava, Prateek, Bhattacherjee, Abhishek, Rawat, Ramesh Singh

“…Cat skin illnesses have traditionally been diagnosed manually, which can be laborious and arbitrary. Researchers offer a novel solution to this problem that…”
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Okra Leaf Disease Recognition Using Synergistic Deep Learning and Ensemble Classification by Suryavanshi, Ankita, Kukreja, Vinay, Srivastava, Prateek, Bhattacherjee, Abhishek, Rawat, Ramesh Singh

“…The comprehensive method for accurately identifying okra leaf illnesses described in this study employs an effective blend of convolutional neural networks,…”
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Utilizing Cutting-Edge Deep Learning Strategies and Harnessing the Power of a Pre-Trained ResNet18 Convolutional Neural Network for Assessing the Risk of Autism by Singla, Muskan, Gill, Kanwarpartap Singh, Aggarwal, Priyanshi, Rawat, Ramesh Singh, Chanti, Yerrolla

“…In this study, the ResNet18 CNN classification method, a machine learning algorithm explored herein, is employed for the assessment of an individual's…”
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Enhanced Classification of Turmeric Leaf Disease Severity Levels Using an Optimized Hybrid Deep Learning Model: LevelPrecisionRecallF1-scoreAccuracy by Tanwar, Vishesh, Anand, Vatsala, Chauhan, Rahul, Rawat, Ramesh Singh, Kumar, Gotte Ranjith

“…During a study that was conducted in India on turmeric fields, researchers found that various types of turmeric had a prevalence of turmeric leaf spot disease…”
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Using MobileNetV2 Deep Convolutional Neural Networks and Transfer Learning for Shell and Pebble Classification by Mittal, Khushi, Gill, Kanwarpartap Singh, Aggarwal, Priyanshi, Rawat, Ramesh Singh, Aluvala, Srinivas

“…In order to classify shells and pebbles, this study investigates the use of MobileNetV2 deep convolutional neural networks (CNNs) and transfer learning…”
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Fraud & Anomaly Detection: Using Fine-tuned OCSVM Algorithm and visualization of the enhanced results using Machine Learning Techniques by Garg, Kaushiv, Gill, Kanwarpartap Singh, Aggarwal, Priyanshi, Rawat, Ramesh Singh, Banerjee, Deepak

“…Diversion from traditional methods of fraud detection by tackling the issue of insufficient class labels in corporate data is very essential. In contrast, the…”
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Implementation of Reinforcement Learning and Imaging for Better Decision-making in the Medical Sector by Rawat, Ramesh Singh, Rana, Deepak Singh

“…Improvement in technology has changed the course of our modern life of human society. Moreover, rudimental needs like healthcare are deeply impacted by the…”
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Urban Sound Classification using VGG19 Convolutional Neural Network (CNN) Model and its Visualisation by Agarwal, Muskan, Gill, Kanwarpartap Singh, Aggarwal, Priyanshi, Rawat, Ramesh Singh, Sunil, G

“…This research aims to categorize urban noise effectively through the application of a VGG19 Convolutional Neural Network (CNN) model, a robust deep learning…”
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Using Machine Learning and the K-Nearest Neighbour Classification Method to Assess Autism Risk by Singla, Muskan, Gill, Kanwarpartap Singh, Aggarwal, Priyanshi, Rawat, Ramesh Singh, Chanti, Yerrolla

“…The K-Nearest Neighbour (KNN) classification approach, one of the machine learning algorithms examined in this work, is used to determine a person's likelihood…”
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Revolutionizing Pear Tree Disease Detection: An In-Depth Investigation into CNN-Based Approaches by Kumar, Varun, Banerjee, Deepak, Chauhan, Rahul, Rawat, Ramesh Singh, Gill, Kanwarpartap Singh

“…This research, used deep learning techniques, and a model for diagnosing diseases in pear plants is given in this study. For each of the ten different pear…”
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Kidney Disease X-Ray Image Classification Using a ResNet50V2 Model based Machine Learning Approach by Gill, Kanwarpartap Singh, Anand, Vatsala, Chauhan, Rahul, Rawat, Ramesh Singh, Gupta, Rupesh

“…The process of Kidney Disease Classification entails the categorization of kidney pictures or patient data into several disease classifications, including but…”
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