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Browsing ICACT–2021 by Title

Browsing ICACT–2021 by Title

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  • Convolutional Neural Network for Classification and Value Estimation of Selected Gemstones in Sri Lanka 
    Amarasekara, Samali; Meegama, Ravinda (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Gemstone classification and value estimation are considered to be tedious tasks encountered in the gem industry all over the world. This happens due to colour variations found in the same gem type which is often difficult ...
  • Database Management System Deployment on Docker Containerization for Distributed Systems 
    Kithulwatta, W.M.C.J.T.; Jayasena, K.P.N.; Kumara, B.T.G.S.; Rathnayaka, R.M.K.T. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Containerization is a novel technology that brings an alternative for virtualization. Due to the most infrastructure-based features, most computer system administration engineers use Docker as the infrastructure level ...
  • A Deep Neural Network Approach for Analysis of Firewall Log Data 
    Lillmond, Chandesh; Suddul, Geerish (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    In this paper, we propose an intelligent approach for the classification of incoming and outgoing firewall traffic packets. A firewall is a quintessential tool that ensures the control of traffic over machines’ communication ...
  • Development of an Autonomous Agricultural Drone and Real - Time Monitoring Interface for Aerial Seeding 
    Mohamed, M.R.; Priyankara, D.M.T; Kaluwandara, C.N.; Bandara, S. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Applications of Unmanned Aerial Vehicles (UAVs) or commonly known as drones, have been considerably growing during the past few decades in various fields such as agriculture, aerial mapping, surveillance, disaster management, ...
  • Drone Technology for Rice Agriculture at the Fertilizer Spraying Process 
    Amarasinghe, Akarshani; Jayaratne, Lakshman; Wijesuriya, Viraj B. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    This paper presents a drone simulator to spray fertilizer for rice farmland with minimum human intervention. The proposed drone simulator is capable of suggesting the optimal path to spray fertilizer, indicating the current ...
  • Evaluation of Cooling Techniques for Personal Cooling Garments in Hot and Humid Climates 
    Fernando, D.O.D.P.; Ahmad, A. N.; Nandasiri, Gayani K.; Nissanka, Indrajith D. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Personal cooling garments have become a major requirement to cater thermal discomfort, caused mainly due to the rise in global temperatures. Various cooling techniques have been used for specific applications, mainly focused ...
  • Field Testing of Highway Bridges Enhanced by Assumptions of Composite Action 
    Lu, Renxiang; Judd, Johnn (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    A load rating procedure that involves field testing and composite action considerations for girders affected by external effects is presented in this paper. In the proposed procedure, the critical vehicle sequence for the ...
  • Heart Disease Prediction Using Machine Learning Techniques: A Comparative Analysis 
    Gamage, L. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    In today's world, heart disease is one of the leading causes of death. In clinical data analysis, predicting heart disease is a difficult task. Machine Learning (ML) helps assist with the decision-making and prediction of ...
  • Hybrid Movie Recommendation System 
    Punitharasa, Sinthujan; Selvanajagam, Kirisanthi; Ramakrishnan, Thamilini; Chelvarajah, Amalraj; Weerasinghe, W.M.R.M. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Movie recommendations play a great part in the aspects of our social life. Such a system allows users to recommend a group of films based on their interests or the popularity of the movies. This research was conducted to ...
  • Impact of ZnO NPs on In Vitro Germination and Growth Characteristics of Rice (Oryza sativa) 
    Perera, Sujani; Rupasinghe, Thilini; Wijenayaka, Lahiru (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    A key feature of contemporary nanotechnology is the successful utilization of nanotechnological concepts in agriculture, for applications such as enhancement of the efficiency of crop production through improved seed ...
  • M-LMS Adoption Intention; Empirical Evidence from Postgraduates in Developing Context 
    Chandradasa, Isuru (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Mobile learning is a widely used teaching and learning method and a Mobile learning management system is a part of the mobile learning process. During the pandemic period, the demand for mobile learning raised rapidly and ...
  • Model for Integration of Technology in Authentic Education-An interpretation of a literature Review 
    Manjaree, Bhagya; Liyanage, Laalitha S.I.; Rupasinghe, Thilini P.; Tillekaratne, Aashani; de Silva, K.M.N. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    This literature review is conducted to identify, appraise and synthesize empirical evidence of a filtered list of recent literature regarding methods in which technology could be integrated to facilitate authentic learning ...
  • Modeling the Relationship between Profitability and Market Share of Licensed Commercial Banks in Sri Lanka 
    Hettiarachchi, Imesha; Ekanayake, Piyal; Aponsu, Lakshan (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Sri Lankan banking industry comprises of two major types of establishments viz. Licensed Commercial Banks (LCB) and Licensed Specialized Banks of which the profitability of the former being determined by the size of the ...
  • Modelling and Forecasting the Volatility of Daily Exchange Rate Using GARCH Model 
    Madhubhashitha, WKR; Aponsu, GMLM (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    The volatility of daily exchange rate is a significant economic indicator for open economic countries like Sri Lanka, when considering the international level trade. Therefore, it is very important to be aware of the ...
  • A Needs Analysis for English for Specific Purposes Online Course for Accounting: A Tertiary Level Sri Lankan Study 
    Randhuli, Imani (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Curriculum designing has been considering English for Specific Purposes pertaining to many areas of study to be delivered online. Accounting is yet another area of study which comes under Management studies. The present ...
  • Open Educational Resources (OER) usage in learning: Perspectives of undergraduate students, University of Vocational Technology, Sri Lanka 
    Thenabadu, M.; Seneviratne, H.A. (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Open Educational Resources has gained momentum during the past decade as a way of sharing educational resources with the learning community. This initiative has been very influential in changing the learning culture of ...
  • Regularization Risk Factors of Suicide in Sri Lanka for Machine Learning 
    Delpitiya., D. M. A. U.; Kumarage, Prabha M.; Yogarajah, B.; Ratnarajah, Nagulan (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Indication to World Health Organization, suicide is a major world public health concern that is in the top twenty leading causes of death worldwide. Sri Lanka is a country that has the highest suicidal rates in the globe. ...
  • Relationship between Demographic Factors and the Misuse of Recreational Drugs among the Students of the Faculty of Science of the University of Kelaniya 
    Dewanmini, Thanuja; Munasinghe, Harshana (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Drug abuse has been identified as a global health issue. It can be identified as one of the root causes of destroying peoples’ lives and souls. This has a huge impact on their academic performance as well as the productivity ...
  • Review on Decision Support Systems used for Resource Allocation in Health Crises 
    Diyasena, Deshanjali; Arambepola, Nimasha; Munasinghe, Lankeshwara (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    A disaster or crisis can be stated as a serious disruption occurring for a certain period of time, which could cause loss of human lives, properties, and disrupt the day-to-day life of people. Managing such situations is ...
  • Road Accident Severity Prediction in Mauritius using Supervised Machine Learning Algorithms 
    Sowdagur, Jameel Ahmad; Rozbully-Sowdagur, B. Tawheeda B; Suddul, Geerish (Faculty of Computing and Technology (FCT), University of Kelaniya, Sri Lanka, 2021)
    Road accidents with high severities are a major concern worldwide, imposing serious problems to the socio-economic development. Several techniques exist to analyse road traffic accidents to improve road safety performance. ...

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