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Recent submissions

Ruhuna International Conference on Innovation and Technology: Recent submissions

Now showing items 1-20 of 75

Identifying Sewing Machine Types According to the Stitches Using Machine Learning.

Wickramarathne, K.U.; Gamage, C.Y. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Identifying sewing machine types based on stitches plays a crucial role in ensuring the quality of garment production. For buying companies, to order garment products, it‟s a requirement to check the quality of the ...
Real-Time Feedback System for Cricket Shot Defect Detection for Left- Handed Players Using Deep Learning Model.

chiranjitha, Gagana; Wijerathna, Piyumi (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Cricket is a popular global sport that has many disciplines within it like batting, balling, and fielding. The batsman plays a prominent role and over the history game has produced many great batters. This research is ...
Identification of Banana Type According to Banana Tree Using Machine Learning.

Bandara, A.M.H.S.G.; Wickrama Arachchi, R.S. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Bananas play a significant role in agriculture, especially in Sri Lanka, where approximately 29 varieties are cultivated. Proper identification of the types of bananas is essential for maintaining the best crop management ...
Media Ethics Violation Detection in Sinhala News Headlines Using Natural Language Processing Techniques.

Vihangani, E. W. V; Dilhan, A.W.A.T. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

The Sri Lankan media industry has undergone significant transformations in recent years. These changes are often driven by technological advancements and shifting audience preferences. As a result, upholding media ethics ...
Identification of Factors that Affect Social Anxiety Disorder among University Students in Sri Lanka.

Madhubhashini, M.P.S.S.; Brahmana, Akila (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

The cardinal feature of social anxiety disorder (SAD) is fear of being judged, which has an impact on both the emotional and intellectual factors of their lives. Although most of the Sri Lankan undergraduates are suffering ...
A Comparative Machine Learning Approach for Identification of the Pervasiveness of Obsessive Compulsive Disorder (OCD) among Sri Lankan Undergraduates.

Nimeshika, K.G.J .; Brahmana, Akila (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Obsessive-compulsive disorder (OCD) is a common mental health problem described by obsessive thoughts and compulsive behaviors. Obsessions are intrusive, unpleasant thoughts, ideas, or desires that cause excruciating feelings. ...
Utilizing Image Recognition and Machine Learning to optimize Rubber Tree Tapping Techniques for Enhancing Yield and Ensuring Tree Health.

Rasanjana, J.L.; Lakal, U.G.S. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Inefficient rubber tapping techniques among inexperienced farmers in Sri Lanka are causing significant challenges in the natural rubber industry, leading to reduced yields and tree trunk damage. This issue threatens the ...
Vehicle Road Double-line Violation Detection and Severity Assessment Using Deep Learning.

Kavinda, Baladurage; Jayasinghe, P.K.S.C. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Road accidents remain a significant public safety problem in Sri Lanka, and violation of road double white lines has been identified as a major reason. Conventional traffic monitoring systems based on CCTV cameras ...
Smart Chess Tournament Management: An AI-Enhanced System for Detecting Repetitions, Illegal Moves, and Predicting Missing Moves.

Weerakoon, W.M.W.D; Shakya, R.D.N. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

This study introduces an innovative Artificial Intelligence (AI)-based system designed to address the challenges encountered in Sri Lankan school-level chess tournaments, which are often overseen by teachers or non-FIDE ...
A Model to Reserve Rights of Creations Using a Blockchain Environment.

Seneviratne, A.M.A.N.; Jayasinghe, P.K.S.C. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

With the advancement of technology, the music industry has become highly technological. This is the reason for the many advantages and disadvantages of the music industry. Copyright infringement is a serious issue that ...
Enhancing Biomedical Literature Summarization Using Biobert: A Comparative Study with Domain-Specific Large Language Models.

Vithanage, Dinithi (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

In the current era of information overload, summarizing biomedical literature has become crucial. The rapid increase in research publications challenges researchers, clinicians, and policymakers to stay updated on the ...
Detection and Classification of Complex Java Code Vulnerabilities and Errors Using Artificial Intelligence Techniques.

Sosai, R. Reyanson; Dilhan, A.W.A.T (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Ensuring the safety of software applications, particularly those developed in Java, is vital because of the risks associated with vulnerabilities such as Cross-Site Scripting (XSS SQL Injection, incorrect validation of ...
Secure Learning Management System (LMS) with Blockchain Technologies.

Fernando, Sawbhagya; Senthooran, V. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Learning Management Systems (LMS) are essential in digital for managing and delivering online content. However, they face challenges in ensuring document security and integrity, particularly in preventing unauthorized access ...
Automated Identification of Compound Nouns in Sinhala Using Natural Language Processing

Mahindarathna, A.D.D.C.M.; Wickrama Arachchi, R.S. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

This research proposes an automated system for the identification and classification of compound nouns in Sinhala, one of the most complex and crucial features of the language. In Sinhala compound nouns, a prefix is often ...
An Automated Grammar Checking Approach for Sinhala Handwritten Documents.

Indrajith, Ashan; Prabuddhi, W.A.M. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Sinhala is the mother tongue of most Sri Lankans. The number of Sinhala speakers worldwide is around 20 million. Although many Sri Lankans speak Sinhala fluently, many don‟t have a deep understanding of its grammatical rules. ...
An Automated Lighting Fixture Creation and Component Identification Framework using Deep Learning and Image Processing.

Jayaruwan, K.D.S.K; Prabuddhi, W.A.M (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

The issue of design of individual lighting installations in large interior spaces is one of the most important spheres of architecture and interior design, as during the design, both accuracy and creativity are needed. ...
Evaluating Internet Satisfaction of Sri Lankan Router Users: A Supervised Data Mining Approach.

Perera, H.P.P.N.; Gamage, C.Y. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

In this digital era, the internet transforms individual communication, access and obtaining formation, and other various activities. The primary objective of this study is to develop a model to determine internet ...
Predicting the Recovery Status of Ischemic Stroke Patients Undergoing Ayurvedic Treatment Using a Machine Learning Model.

Rajanikanth, Darsika; Prabuddhi, W. A. M. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Ischemic stroke is a type of stroke disease that appears due to a violation of blood circulation in the blood vessels of the brain. People aged 40-60 are highly affected, and men are more significantly impacted due to ...
AI-Driven Corrosion Detection in Coastal Cars: A Comparative Study using YOLOV8n, Efficientnet, and VGG16.

Prasandike, R.S.; Laksiri, P.H.P.N. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Corrosion of cars is one of the major factors that affect the operational and resale value of a used car in Sri Lanka. Identification of coastal corrosion among many types of corrosion by visual observation has become a ...
A deep Learning framework for Black Tea Grade Identification in Low Country, Sri Lanka.

Hasangi, M.M.J.; Prabuddhi, W.A. M. (Faculty of Technology, University of Ruhuna, Sri Lanka., 2024-11-01)

Sri Lanka is renowned worldwide for its tea production, with Low Country black tea grade playing a pivotal role in driving the nation‟s economy. Identifying black tea grades is essential for quality assurance, pricing, ...

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Ruhuna International Conference on Innovation and Technology: Recent submissions

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