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Papers tagged with "Neural"

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Vol 12, Issue 3 (March 2026) Electronics And Communication Engineering

Multimodal Video Summarization For Crime Scene Analysis Using YOLO Based Object Detection

The Rapid Growth Of Surveillance Cameras In Public Places Has Led To The Generation Of Large Volumes Of Video Data, Making Manual Monitoring Difficult And Inefficient. Detecting Violent Activities Such As Fights, Weapon Usage, And Suspiciou...

Karwin Vikash Tr, Jean Benedict M, Iyappank, Subasree
Vol 12, Issue 3 (March 2026) AI And Deep Learning In Medical

Deep Learning-Based Eye Disease Detection

Eye Diseases Such As Diabetic Retinopathy (DR), Glaucoma, And Age-related Macular Degeneration (AMD) Remain Major Causes Of Vision Loss Globally. Early Screening Is Crucial But Limited By The Availability Of Trained Ophthalmologists. This P...

Mrs.I.Suganya, Mrs. R. K. Nithya, Ms.K.Kavipriya, Ms.A.Sindhupriya, Ms.S.T.Swathi
Vol 12, Issue 3 (March 2026) Machine Learning & Deep Learning

ENHANCING STOCK PRICE FORECASTING ACCURACY USING COMPOSITIONAL RNN

Predicting Stock Prices Accurately Is Essential For Making Well-informed Decisions In Erratic Financial Markets. This Paper Introduces A Compositional Deep Learning Framework For Multivariate Time-series Forecasting That Integrates Three RN...

Bharani K, Krishna Kumar R, Surendharan R, Dalphin Mary F
Vol 12, Issue 3 (March 2026) Computer Science

DEEP LEARNING-BASED DETECTION OF SKILLED SIGNATURE FORGERIES

Signature Verification Plays A Critical Role In Authentication Systems Used In Banking, Legal Documentation, And Financial Transactions. However, Skilled Signature Forgeries Pose A Significant Challenge For Traditional Verification Techniqu...

Mrs. K. Menaka, Ms. S. Aarthi, Ms. K. Kaladevi, Ms. M. Kaviya
Vol 12, Issue 3 (March 2026) Electronics And Communication Engineering

LUNG TUMOR SEGMENTATION USING VISUAL GEOMETRY GROUP NETWORKS IN MRI IMAGES

Lung Cancer Is One Of The Most Life-threatening Diseases Worldwide, And Early Diagnosis Significantly Increases The Chances Of Survival. Accurate Detection And Classification Of Lung Tumors Remain Challenging Due To Variations In Tumor Size...

Mrs.M.Geethalakshmi, Nithish S, Nithish S, Gokul K
Vol 12, Issue 2 (February 2026) Civil Engineering

An Optimized Machine Learning Model For Pavement Condition Prediction

Pavement Condition Prediction Is An Essential Aspect Of Road Maintenance Planning, Ensuring The Safety, Efficiency, And Durability Of Transportation Infrastructure. Statistical Machine Learning (ML) Techniques Have Emerged As Powerful Tools...

Himanshu Kumar Pandey, Prof. Vinay W. Deulkar
Vol 12, Issue 1 (January 2026) ECE

FPGA Implementation Of Brain-Inspired Neuromorphic Computing Circuits

Brain-inspired Neuromorphic Computing Has Emerged As An Efficient Approach For Implementing Cognitive And Learning-based Systems With Low Power Consumption And High Parallelism. Unlike Conventional Computing Architectures, Neuromorphic Syst...

S Vasanthiriya, M Hariharan, A Kathirvenkat, V Nithishwaran
Vol 11, Issue 11 (November 2025) Artificial Neural Network

Artificial Neural Network-Based Approaches For Predicting Software Development

To Get Reliable Software On Time And Under Budget, You Need To Be Able To Accurately Forecast How Much Work Will Go Into Developing It. There Have Been A Number Of Software Effort Estimating Models Made In The Last Few Years, But It's Still...

Dr.S.Nagaparameshwara Chary
Vol 11, Issue 11 (November 2025) Electronics And Communication

A Hybrid GNN-LSTM Model For Feedback-Free Adaptive Modulation And Coding In Massive MIMO

Adaptive Modulation And Coding (AMC) Is A Key Enabler For Achieving High Spectral Efficiency And Reliability In Massive Multiple-Input Multiple-Output (MIMO) Systems. Conventional AMC Techniques, However, Rely Heavily On Explicit Channel St...

Jagmohan Verma, Ravindra Jain, Gaurav Morghare
Vol 11, Issue 11 (November 2025) Computer Application

VisionAssist: A Neural Network-Based Companion For The Visually Impaired

This Study Introduces VisionAssist, A Neural Network-based Companion That Helps People Who Cannot See Well. It Uses Smart Technology To Understand The Environment And Provide Real-time Information. VisionAssist Uses Special Computer Learnin...

Saniya Manohar Chavan, Samiksha Gondane, Kirti Samrit, Rupali Pawar, Snehal Vastrat
Vol 11, Issue 11 (November 2025) Machine Learning

AQI Index Analyzer Using Machine Learning

Air Quality Index AQI Prediction Is A Critical Public Health Task That Involves Leveraging Data-driven Methods To Forecast Pollutant Concentrations And The Resulting AQI Under Dynamic Environmental And Meteorological Conditions1. This R...

B Aditya, Mr. Ritesh Kumar
Vol 11, Issue 10 (October 2025) Computer Science And Engineering

Enhanced Deepfake Detection Using Preprocessed Video Frames And Convolution Neural Networks

Digital Security And Authenticity Are Being Threatened By Deepfake Technology, Which Is Powered By Sophisticated Generative Models. A Convolutional Neural Network (CNN) Model Trained On Facial Data Taken From Video Frames Is Used In This St...

R.Mohana Brintha, R. Pavithra, A. Alagar
Vol 11, Issue 10 (October 2025) Computer Science And Engineering

AI-Based Career Path Recommendation System

In The Modern World, Students And Professionals Often Face Difficulty Identifying Suitable Career Paths Aligned With Their Academic Performance, Technical Skills, And Personal Interests. This Paper Presents An AI-Based Career Path Recommend...

E.Sundara Vignesh, V.Sanjay, Mrs.A.Akileshwari
Vol 11, Issue 10 (October 2025) Computer Science And Engineering

Building A Real Time Phishing URL Detector

In Today’s Digital Era, Online Users Are Frequently Targeted By Deceptive Websites Designed To Steal Personal Credentials, Financial Data, And Sensitive Information. This Paper Presents Phishing Detector, An Intelligent Phishing Detection S...

Sriram.S, Sriram S, Sri Sivaraman.M

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