Michael Mahesh K
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View article: AI & DEEP LEARNING-BASED ANOMALY DETECTION FOR DDOS MITIGATION IN MODERN NETWORKS
AI & DEEP LEARNING-BASED ANOMALY DETECTION FOR DDOS MITIGATION IN MODERN NETWORKS Open
Distributed Denial of Service (DDoS) attacks pose a significant threat to online systems by overwhelming target servers with illegitimate traffic. Traditional signature-based detection methods struggle with evolving attack patterns. This p…
View article: Analysis and Prediction Using Multiple Platform Hub Model and Centralized Network Management Algorithm (CNMA)
Analysis and Prediction Using Multiple Platform Hub Model and Centralized Network Management Algorithm (CNMA) Open
The system aims to collect data on user behaviour and preferences on various social media platforms such as Instagram and Twitter. The aim is to determine influential users and increase engagement. In contrast to conventional methods that …
View article: Decentralized control design for UAV swarms communication
Decentralized control design for UAV swarms communication Open
Unmanned Aerial Vehicles (UAVs) are aircraft systems that operate remotely or autonomously using on-board computers without the need for a human pilot. This paper investigates the split control design of UAV swarms utilizing the master–sla…
View article: IMAGE PATTERN RECOGNITION WITH AN IMPROVISED DEEP LEARNING REGRESSION TECHNIQUE
IMAGE PATTERN RECOGNITION WITH AN IMPROVISED DEEP LEARNING REGRESSION TECHNIQUE Open
Advancements in image pattern recognition have revolutionized diverse domains such as healthcare, autonomous systems, and security. Despite these advancements, existing deep learning techniques often encounter challenges in achieving high …
View article: QUALITY OF VIDEO RENDERING TECHNIQUES USING ARTIFICIAL INTELLIGENCE
QUALITY OF VIDEO RENDERING TECHNIQUES USING ARTIFICIAL INTELLIGENCE Open
In this paper, we propose a novel method that makes use of artificial intelligence to determine in a quick and accurate manner which bitrate ladder is best suited to each specific video scenario. This method is included as part of our over…
View article: Workflow Scheduling using Improved Moth Swarm Optimization Algorithm in Cloud Computing
Workflow Scheduling using Improved Moth Swarm Optimization Algorithm in Cloud Computing Open
Cloud computing is the advancing technology that aspires at providing services to customers with the available resources in the cloud environment.While the cloud server receives the multiple user requests, it is essential for the appropria…
View article: DeepJoint segmentation for the classification of severity‐levels of glioma tumour using multimodal MRI images
DeepJoint segmentation for the classification of severity‐levels of glioma tumour using multimodal MRI images Open
Brain tumour segmentation is the process of separating the tumour from normal brain tissues. A glioma is a kind of tumour, which fires up in the glial cells of the spine or the brain. This study introduces a technique for classifying the s…
View article: AUTOMATIC FACE RECOGNITION BASED ON LEARNING TO RANK FOR IMAGE QUALITY ASSESSMENT
AUTOMATIC FACE RECOGNITION BASED ON LEARNING TO RANK FOR IMAGE QUALITY ASSESSMENT Open
Automatic face recognition technology has attracted a great amount of attention from both academia and industry in the recent trends. It is usually possible for practical recognition systems to capture multiple face images from each subjec…