Search Results - "Darji, Krisha"
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ML-Based Energy Consumption and Distribution Framework Analysis for EVs and Charging Stations in Smart Grid Environment
Published in IEEE access (2024)“…Electric vehicles (EVs) have become a prominent alternative to fossil fuel vehicles in the modern transportation industry due to their competitive benefits of…”
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Journal Article -
2
GlucTeleAI: ML-assisted Preliminary Diabetes Assessment Framework for Telemedicine Systems
Published in 2023 4th International Conference on Intelligent Technologies (CONIT) (21-06-2024)“…The healthcare industry is experiencing a radical transition in this age of fast technology innovation, with telemedicine emerging as a significant paradigm…”
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Conference Proceeding -
3
CNN-based Application Recognition to Enhance Network Governance for Financial Networks
Published in 2024 International Conference on Computer, Information and Telecommunication Systems (CITS) (17-07-2024)“…Effective network governance is essential to guarantee optimal performance, security, and resource allocation in the increasing variety of network applications…”
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Conference Proceeding -
4
TL-AGRO: Transfer Learning-based Perilous Insect Detection Framework for Smart Agriculture Underlying Edge Computing
Published in 2023 4th International Conference on Intelligent Technologies (CONIT) (21-06-2024)“…Remote sensing (RS) technology has revolutionized agriculture by harnessing advanced satellites with exceptional temporal and spatial resolution capabilities…”
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Conference Proceeding -
5
Deep Learning-based Intrusion Detection Approach for Autonomous Electric Vehicles
Published in 2024 IEEE International Conference on Communications Workshops (ICC Workshops) (09-06-2024)“…Technological advancements have given rise to Autonomous Electric Vehicles (AEVs), self-driving and independent computational entities integrated into the IoT…”
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Conference Proceeding -
6
A Green IoT-Integrated AI-Based EV Scheduling Scheme for Efficient Charging Station Selection
Published in 2024 International Wireless Communications and Mobile Computing (IWCMC) (27-05-2024)“…The energy market has witnessed the drastic penetration of on-road electric vehicles (EVs), which serve as a robust and energy-efficient solution for…”
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Conference Proceeding -
7
SmartGuardML: ML-based MQTT Data Analysis Approach for Threat Prediction in Smart Homes
Published in 2024 8th International Conference on Smart Cities, Internet of Things and Applications (SCIoT) (14-05-2024)“…Smart home devices, geared with sensors and connected over the network, have modernized everyday life by enhancing efficiency, convenience, and comfort…”
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Conference Proceeding -
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Transfer Learning and CNN-Based Vehicle Identification Approach for Hit-and-Run Cases
Published in 2023 3rd International Conference on Advancement in Electronics & Communication Engineering (AECE) (23-11-2023)“…In the swiftly evolving landscape of the modernized transportation, characterized by unprecedented technological advancements, the escalating frequency of…”
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Conference Proceeding -
9
DL-Based Secure Wearable Scheme for Remote Patient Data Monitoring in Healthcare 4.0
Published in 2023 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS) (03-11-2023)“…The paper articulates an exploration into the integration of wearable devices for remote patient data monitoring, which marks a transformative shift in…”
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Conference Proceeding -
10
X-RetinaAI: Interpretable AI for Eye Disease Classification in Healthcare Environment
Published in 2024 International Conference on Intelligent Systems for Cybersecurity (ISCS) (03-05-2024)“…Integration of Convolutional Neural Networks (CNN) methodologies in the medical domain, as an application of healthcare, has seen unprecedented development in…”
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Conference Proceeding -
11
PneuTeleCNN: Deep Learning-assisted Framework for Pneumonia Identification in Web-enabled Telemedicine Systems
Published in 2024 10th International Conference on Web Research (ICWR) (24-04-2024)“…An important development can be observed in the current environment of rapid technological progress in the healthcare industry, which can be demonstrated by…”
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Conference Proceeding