E-Repository Kotelawala Defence University: Recent submissions
Now showing items 21-40 of 6868
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CNN, LSTM, and Hybrid Models for IoT-Based Air Quality Prediction in Smart Cities : A Review
(2026-01)Accurate air quality prediction remains a significant challenge in smart cities due to the noisy, drifting, and highly nonlinear data generated by IoT sensor networks. Traditional statistical models struggle to capture ... -
Automated Patient-Centered Meal Planning for Dietary Management in Sri Lankan Public Hospitals: A Systematic Review
(2026-01)Public hospitals in Sri Lanka predominantly rely on manual, paper-based dietary management workflows, which have been reported to be inefficient, error-prone, and limited in their capacity to support patient-centered ... -
A Systematic Review of Personalized and Adaptive Learning Systems: Technologies, Approaches, and Educational Outcomes
(2026-01)The integration of machine learning (ML) into adaptive learning platforms has signifi- cantly advanced personalized education in higher education, offering effective solutions to challenges such as student engagement, ... -
Emotions - Based Music Recommendations System
(2026-01)This review examines developments in emotion-aware music recommendation systems, wherein artificial intelligence utilizes emotional data to personalize listening experiences. Based on an analysis of 14 key studies published ... -
Geographic Information Systems –Artificial Intelligence-Based Framework for Chilli Crop Suitability Assessment and Yield Prediction: A Case Study of Rajanganaya, Sri Lanka
(2026-01)Agriculture plays a key role in Sri Lanka’s economy, especially in dry-zone areas such as Anuradhapura, where soil conditions, water availability, and climate strongly affect crop productivity. However, farmers often ... -
Biomechanical Analysis of Dancing Movements: A Review of Technologies and the Development of an Artificial Intelligence-Based Injury Prevention System
(2026-01)This study presents the design and development of DANZALYZE, an AI-based biome chanical analysis system developed to analyse dance movements, provide posture correction feedback, and support injury prevention among dancers. ... -
A Comprehensive Review of Artificial Intelligence-Driven Innovations in Fashion Retail for Personalized, Predictive and Sustainable Shopping Experiences
(2026-01)The rapid evolution of the global fashion retail industry has created increasing demand for intelligent, data-driven solutions that enhance personalization, increase predictive accuracy, and facilitate sustainable shopping ... -
A Review of Artificial Intelligence-Based Handwriting Recognition Techniques for Ancient Sinhala and Tamil Scripts
(2026-01)Ancient Sinhalese and Tamil palm-leaf manuscripts are an important part of the Sri Lankan cultural heritage, but their existence and accessibility are under a harsh siege due to their material decay, incomprehensible ... -
Artificial Intelligence Powered Integrated Recruitment Support System for Migrant Workers: Job Matching, Fake Agency Detection, Skill Mismatch Prediction and Conversational Guidance Automation
(2026-01)The study proposes a novel suggestion of a recruitment support system based on artificial intelligence (AI) to augment the security, equity, and efficacy of international job recruitment of foreign employees. The migrant ... -
Evaluating Artificial Intelligence-based Job–Skill Matching for Early-Career Entrants: A Review
(2026-01)A proposed and described architecture of an artificial intelligence-based job-skill matching system is suggested in this paper in response to the highly high employability gap experienced by university students, especially ... -
A Review of Artificial Intelligence-Based Real-Time Sign Language Recognition Using Computer Vision
(2026-01)Sign Language Recognition serves as an essential tool to bridge the communication gap between hearing and Deaf communities. This paper presents a comprehensive review of AI-based sign language recognition models for ... -
A Comprehensive Analysis of Artificial Intelligence-Based Monitoring Techniques to Combat Childhood Gaming Addiction Driving Balanced Playtime and Educational Engagement
(2026-01)The rapid expansion of digital gaming has significantly increased concerns regarding childhood gaming addiction, as conventional monitoring approaches continue to rely largely on manual observation, static screen-time ... -
Emotion Detection Systems in Healthcare: A Review of Artificial Intelligence for Elderly Mental Health Monitoring
(2026-01)The rapidly increasing global population of older adults presents unprecedented challenges in addressing depression, anxiety, and social isolation, while traditional mental health services face limitations in accessibility, ... -
A Review on Deep Learning for Automated Hair Damage Detection and Personalized Care Recommendations
(2026-01)Hair damage detection has evolved with deep learning techniques providing different approaches tautomate hair health assessment by investigating profile-based hair damage identification that explore features such as ... -
Predictive Modeling of Rheumatoid Arthritis Pain Episodes Using Multimodal Data
(2026-01)Rheumatoid arthritis is a chronic autoimmune disease characterized by persistent joint inflammation, gradual joint damage, and recurring painful episodes that significantly reduce quality of life. Predicting the onset ... -
A Formal Behavior Kidney Interaction Model as a Computational Framework Linking Daily Human Behaviors to Chronic Kidney Disease Physiological Stress: A Systematic Review
(2026-01)Chronic Kidney Disease (CKD) is heavily influenced by daily human behaviors such as hydration, dietary sodium intake, stress, sleep, physical exertion, and heat exposure yet existing clinical and computational systems ... -
EEG-Based Seizure Detection and Pre-Ictal Prediction: A Review with Emphasis on Reproducible Modelling
(2026-01)Epilepsy is a widespread neurological disorder characterized by recurrent and unpre dictable seizures, creating significant clinical, social, and safety challenges for affected individuals. Electroencephalography is the ... -
A Systematic Review of Artificial Intelligence-Driven Insight Recommendation Systems in Power BI: Enhancing Business Intelligence and Decision-Making
(2026-01)This study examines how Artificial Intelligence (AI)–driven insight recommendation systems can enhance Business Intelligence (BI) and organizational decision-making within Microsoft Power BI environments. Traditional BI ... -
A Systematic Review of Digital Tools and Frameworks for Early-Stage Entrepreneurial Idea Evaluation and Feasibility Assessment
(2026-01)In the contemporary digital economy, early-stage entrepreneurial idea evaluation plays a critical role in reducing venture failure. However, many novice entrepreneurs lack access to structured and reliable evaluation ...