Journal of Computer Science and Intelligent Systems (JCSIS)
Journal of Computer Science and Intelligent System
Vol. 1, No. 1 — July 2026
Articles in This Issue
Medfusion-Net: A Dual-Path CNN-Transformer Model with Multi-Scale Attention for Medical Image Analysis
Purpose: Medical image analysis increasingly relies on deep learning for classification and decision-support tasks, but models must balance local texture recognition, global contextual reasoning, computational efficiency, and interpretability. This paper…
Hybrid Vision Mamba Convnext V2 for Sesame Leaf Disease Classification
Purpose Sesame (Sesamum indicum L.) is an economically important oilseed crop whose productivity is significantly affected by foliar diseases. This study aims to develop an automated and accurate deep learning…
A Survey on Generative Artificial Intelligence: Models, Applications, and Research Challenges
Purpose Generative Artificial Intelligence (GenAI) has emerged as a transformative area of machine learning, enabling systems to generate human-like content across literature, music, animation, images, and computer programming. This paper…
Beyond Text CAPTCHAs: Comparing Image and Audio Challenges for Secure, Usable, and Accessible Authentication
Purpose This Study Aims to Compare Three Widely Used Captcha Techniques, Namely Text-Based, Image-Based, And Audio-Based Captchas, To Evaluate Their Effectiveness in Preventing Automated Bot Attacks While Providing a User-Friendly…
A Multimodal Explainable Lightweight Transformer-Based AI Framework for Real-Time Plant Disease Identification using Leaf Images, Environmental Sensors, and Weather Data
Purpose This study proposes a multimodal, explainable, and lightweight transformer-based artificial intelligence framework for real-time plant disease identification. The framework is designed to overcome the accuracy-efficiency trade-off of existing convolutional…
An Interactive Web-Based Educational Platform for Learning Traditional Pulli Kolam Patterns
Purpose This study presents the design and development of Kolam Connect, an interactive web-based educational platform that introduces users to the traditional South Indian art of Pulli Kolam through a…
AI-Based Fake Certificate Verification System Using QR Code
Purpose The growing use of digital certificates has increased concerns about certificate forgery in education, government, and corporate sectors. This study proposes an AI-based certificate verification system integrated with QR…