Journal of Intelligent Computing System (JICS)
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Current Issue — Volume 1, Issue 3
7 articles in this issue

An Integrated AI Automating Inspection Model for Surface Defect Segmentation and Classification in Construction Domain

Deepanshi Joon, Aditi Nautiyal

JICS Research Article Volume 1, Issue 3 pp. 1-20 06 Sept 2026 ISSN: 3139-3616

Unlike old age, humans are no more bounded to live in mud houses. As they constructed strong modern setups like buildings, bridges and other infrastructures. But this too comes with some structural issues, which are cracks, stains, spalling and other flaws. If frequently, these structures are left untreated, then it ma…

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Explainable AI for Precision Agriculture: Fine-Grained Plant Pathology Localization Using ConvNeXt-Tiny and Residual Spatial Attention Module

Palvi Sharma

JICS Research Article Volume 1, Issue 3 pp. 21-39 06 Sept 2026 ISSN: 3139-3616

Multi-crop plant disease automatic classification in precision agriculture requires an effective solution but the state-of-the-art deep learning architectures are prone to suffering background shortcut problem, higher inference latency, and inadequate visualization interpretability. This paper presents a better perform…

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Explainable Temporal Analytics for Railway Compressor Failure Prediction and Anomaly Detection

Shubham Gupta

JICS Research Article Volume 1, Issue 3 pp. 40-56 09 Sept 2026 ISSN: 3139-3616

Railway compressor systems are essential to the pneumatic functions that keep metro operations safe and uninterrupted, yet unexpected degradation of these systems remains a persistent source of service disruption and unplanned maintenance costs. This study proposes an Explainable Temporal Data Analytics (ETDA) framewor…

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Cross-enterprise Dataset Modeling for Scalable AI in Workday ERP Environments: A Multi-Domain Benchmark Study

Shivareddy Devarapalli, Monu Sharma, Abhishek Jain

JICS Research Article Volume 1, Issue 3 pp. 57-79 09 Sept 2026 ISSN: 3139-3616

Enterprise Resource Planning (ERP) systems that are based on workdays are becoming dependent on extensive, heterogeneous and rapidly changing financial information, but current tools are constrained by restricted data structures, hand written rules, and poor generalization among enterprises. When implemented in the con…

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Bridging Text and Motion: Generative AI Models for Video Synthesis

Mohammad Shahnawaz Shaikh

JICS Research Article Volume 1, Issue 3 pp. 80-92 14 Sept 2026 ISSN: 3139-3616

The diffusion-based generative models have led to tremendous progress in text-to-video generation. This paper introduces a text-to-video synthesis framework that is trained using a combined noise-prediction, temporal-consistency, and text-alignment objective, and consists of a transformer-based text encoder, a CLIP/CVA…

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A Context-Aware Risk Scoring and Adaptive Access Control Model for Secure Web3 Applications

Prashant Soni, Yuvank Soni

JICS Research Article Volume 1, Issue 3 pp. 93-105 17 Sept 2026 ISSN: 3139-3616

Web3 applications provide decentralized and user-centric digital services through blockchain networks, smart contracts, and wallet-based identities. However, their dynamic transaction behavior, pseudonymous identities, and continuously changing access conditions introduce significant security challenges. Conventional a…

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Generative Artificial Intelligence in Writing Pedagogy: Evidence, Opportunities, Challenges, and Future Directions

Mohammed Waseem Ashfaque, Ghaliya AlFarsi, Sohail Iqbal Malik, Roy Mathew, Charansing N. Kayte

JICS Review Article Volume 1, Issue 3 pp. 106-119 26 Sept 2026 ISSN: 3139-3616

Generative Artificial Intelligence is increasingly shaping writing instruction by supporting idea generation, drafting, revision, formative feedback, and individualized learning. To augment traditional writing instruction and perhaps lessen teachers' workload, GenAI and AI-assisted writing tools like ChatGPT, Grammarly…

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