• Regular Issue
    A Hybrid Deep Learning Approach for Early Parkinson’s Detection from Handwriting

    Manoj Kumar

    India

    Viswam Engineering College

    Neurological disorder primarily caused by the depletion of dopamine a neurotransmitter essential for regulating movement and coordination. As dopamine-producing cells in the brain’s basal ganglia deteriorate, individuals begin to experience symptoms such as tremors, muscle stiffness, speech difficulties, and postural instability. Early signs like finger tremors often affect handwriting, leading...

    • Research Type: Classification Research
    • Paper Type: Interpretative Paper
    • Vol.7, Issue 4, Pages: 1 - 4, Jul 2025
    • Published on: 02 Jul, 2025
    • Issue Type: Regular
  • Regular Issue
    Deep Learning based Detection of Fraud in Online Recruitment

    K.S.ASIF MOHIDDIN

    India

    Viswam Engineering College

    Concerned citizens might be reassured that this research examines a deep learning method for identifying fraud in online recruitment. Traditional systems for spotting rising fraud trends predominantly depend on rule-based screening, rendering them susceptible. In comparison to alternative methods, deep learning models, especially CNNs and RNNs, exhibit superior performance in...

    • Research Type: Policy Research
    • Paper Type: Analytical Research Paper
    • Vol.7, Issue 4, Pages: 5 – 10, Jul 2025
    • Published on: 09 Jul, 2025
    • Issue Type: Regular
  • Regular Issue
    Efficient Photovoltaic Energy Production Using High Step Up Voltage Converter

    T. Anvitha

    India

    Viswam Engineering College

    With the increasing global energy demand and the depletion of fossil fuel resources such as coal, lignite, oil, and natural gas, there is a pressing need to explore and expand renewable energy sources. Particularly in countries like India, power shortages and grid transmission issues are prevalent. Among renewable energy sources—solar,...

    • Research Type: Flexible Research
    • Paper Type: Persuasive research Paper
    • Vol.7, Issue 4, Pages: 11 -17, Jul 2025
    • Published on: 18 Jul, 2025
    • Issue Type: Regular
  • Regular Issue
    Ensemble Deep Learning Approach for Stroke Prediction Using Healthcare Data

    INDIRAPRIYADARSHINI

    India

    Viswam Engineering College

    Stroke remains one of the foremost causes of mortality and long-term disability worldwide. Early prediction of stroke is crucial in enabling timely medical interventions and minimizing its adverse outcomes. This study presents a robust ensemble- based machine learning framework that integrates the predictive strengths of XGBoost, a Multi-Layer Perceptron (MLP),...

    • Research Type: Flexible Research
    • Paper Type: Persuasive research Paper
    • Vol.7, Issue 4, Pages: 18 – 24, Jul 2025
    • Published on: 25 Jul, 2025
    • Issue Type: Regular
  • Regular Issue
    Predicting Hospital Stay Length Using Explainable Machine Learning

    SATHYA LAHARI

    India

    Viswam Engineering College

    Predicting the length of hospital stay (LOS) is critical for improving healthcare resource management and patient care. This study investigates the application of explainable machine learning techniques to forecast hospital stay duration using a dataset from Kaggle, comprising various patient and hospital-related features. The primary goal is to develop accurate...

    • Research Type: Action Research
    • Paper Type: Analytical Research Paper
    • Vol.7, Issue 4, Pages: 25 – 30, Aug 2025
    • Published on: 03 Aug, 2025
    • Issue Type: Regular
  • Regular Issue
    Smart Hire : A Platform To Bridge Freelancers and Software Projects

    K S JAYANTH

    India

    Viswam Engineering College

    This project is an interactive job and internship portal developed using the MERN stack with custom Admins, Jobseekers/Students, and Recruiters/Companies modules. The portal has been designed to transform the recruitment industry by eliminating the inefficiencies of the conventional recruitment procedures and creating a hassle-free, user-friendly portal. By incorporating advanced features...

    • Research Type: Causal Research
    • Paper Type: Problem-Solution Research Paper
    • Vol.7, Issue 4, Pages: 31 – 38, Aug 2025
    • Published on: 12 Aug, 2025
    • Issue Type: Regular
  • Regular Issue
    Automated and Explainable Kidney Abnormality Detection from CT Images Using CNN-LSTM Architecture

    Dillibabu

    India

    Viswam Engineering College

    Kidney diseases such as cysts, stones, and tumors are among the most prevalent health issues worldwide. Early and accurate diagnosis is critical to preventing severe complications, and computed tomography (CT) imaging plays a key role in this process. However, manual interpretation of CT scans is time-consuming and prone to subjectivity....

    • Research Type: Comparative Research
    • Paper Type: Experimental Research Paper
    • Vol.7, Issue 4, Pages: 39 – 46, Aug 2025
    • Published on: 22 Aug, 2025
    • Issue Type: Regular
  • Regular Issue
    Advancing Cloud Data Protection with Cryptographic Algorithms

    SUJANA

    India

    Viswam Engineering College

    Encryption makes it possible to send private information via unprotected channels without worrying about data loss or modification by unauthorized parties. For data security in various contexts, many encryption algorithms have developed throughout time. This paper focuses on symmetric encryption, often used for key exchange due to its large key...

    • Research Type: Comparative Research
    • Paper Type: Experimental Research Paper
    • Vol.7, Issue 4, Pages: 47 - 53, Aug 2025
    • Published on: 28 Aug, 2025
    • Issue Type: Regular
  • Regular Issue
    A Comprehensive Digital Image and Video Processing Framework with Interactive Graphical User Interface

    R. Chaitanyaraju

    India

    Viswam Engineering College

    This research presents a novel architectural paradigm for digital image and video processing systems, featuring an integrated graphical user interface component designed to facilitate interactive operation. The framework integrates multiple image processing techniques including edge detection, smoothing, geometric transformations, morphological operations, seg- mentation, enhancement, color space manipulation, and noise management...

    • Research Type: Fixed Research
    • Paper Type: Experimental Research Paper
    • Vol.7, Issue 4, Pages: 54 - 59, Aug 2025
    • Published on: 24 Aug, 2025
    • Issue Type: Regular
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