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

Prediction and Analysis of Air Quality Index in South Asian Countries using Deep Learning and SARIMAX

Souptik Kumar Chaki

JICS Research Article Volume 1, Issue 1 pp. 1-15 15 Jan 2026 ISSN: 3139-3616

Poor air quality can negatively affect the environment and human health. Air pollution contains unstable atoms that can attack healthy cells, damaging the body. Inhaling pollutant air affects the respiratory system, eyes, nose, throat, heart, and blood vessels. It deteriorates many breathing and lung illnesses, leading…

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EEG-Based Emotion Detection by Bio-Inspired Optimization of LSTM using Artificial Bee Colony and Firefly Algorithms

Gaganjot Kaur, Meenu Gupta, Rakesh Kumar

JICS Research Article Volume 1, Issue 1 pp. 16-36 18 Jan 2026 ISSN: 3139-3616

Recognizing human emotions via brain signals is one of the latest advancements in the field of bio-signalling technology. Electroencephalography (EEG) is one of the cost-effective technologies that analyze the biomedical signals generated by a human brain that can be used to interpret human emotions. The primary object…

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Human Mood Prediction Using Landscape Photographs with VGG16 and CuDNN-LSTM 5 folds Attention Algorithms

Anustup Mukherjee, Ankit Pandey, Sudha Velusamy

JICS Research Article Volume 1, Issue 1 pp. 37-52 02 Feb 2026 ISSN: 3139-3616

Mood's state depicts human personality traits and behavior in every situation. Predicting mood is a complex problem that deals with interactions of human psychology, subconscious mind thoughts, and their connection with the environment. This research proposes a deep learning-based solution to deal with such problems of…

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DIDRU-CAN: Dilated Inception Deep Residual U-Net with Channel Attention for Road Extraction using High-Resolution Remote Sensing Images

Palvi Sharma

JICS Research Article Volume 1, Issue 1 pp. 53-72 20 Feb 2026 ISSN: 3139-3616

Road Extraction (RE) from Remote Sensing Images (RSI) has become essential in various areas, including automatic vehicle navigation, urban planning, traffic management, and disaster management. RE from RSI remains a challenging process owing to the complex nature of road structure and occlusions from nearby trees, vehi…

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Securing Tomorrow's Workforce: Data Analytics in Workday Cloud Ecosystems

Monu Sharma, Abhishek Jain

JICS Research Article Volume 1, Issue 1 pp. 73-82 10 Mar 2026 ISSN: 3139-3616

The growing field of cloud-based enterprise management depends on data analytics in Workday cloud ecosystems since it makes workforce planning intelligent, flexible, and safe. However, as multidimensional workforce data becomes more sophisticated, it becomes increasingly difficult to guarantee the security, scalability…

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A Hybrid Explainable Machine Learning Framework for Early Heart Disease Prediction Using Clinical Data

Shubham Gupta

JICS Research Article Volume 1, Issue 1 pp. 83-90 22 Mar 2026 ISSN: 3139-3616

Heart disease is a significant type of cardiovascular disease and one of the primary causes of death worldwide, which is why precise and timely diagnostic assistance mechanisms should be a major priority. This paper is a proposal of a hybrid explainable machine learning model to predict early heart disease based on cli…

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Explainable Artificial Intelligence with Blockchain Audit Trails for Multi-Institutional EHR-Based Organ Transplant

Divyashree Duggegowda, Akshay G S, Gyanesh Verma, Syed Haroon A

JICS Research Article Volume 1, Issue 1 pp. 91-101 15 Apr 2026 ISSN: 3139-3616

Precise and coherent transplant predictions are hampered by numerous concerns with recent electronic Health Records medical institutions, involving data crumbling, privacy hazards, and unpredictable data features. This study develop a unique paradigm XAI-BFL model that connects Explainable Artificial Intelligence (XAI)…

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