Smart Computing and Systems Engineering (SCSE): Recent submissions

  • Hate Words Detection Among Sri Lankan Social Media Text Messages 
    Shalinda, J. A. D. U.; Munasinghe, Lankeshwara (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    The number of Sri Lankan social media users have been increased with the rapid growth of 23% between 2020 and 2021, reaching 7.9 million in 2021 January. Social media platforms became more popular when they started supporting ...
  • Deep Hybrid Learning Framework for Plant Disease Recognition 
    Hewarathna, Ashen Iranga; Palanisamy, Vigneshwaran; Charles, Joseph; Thuseethan, Selvarajah (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Following better agricultural practices is the key to catering for the ever-increasing food demand. While new technologies have been adapted over the years, there is still a need for effective plant disease recognition ...
  • Effectiveness of a VR-based Solution to Improve Practical Skills of Trainee Nurses in Sri Lanka 
    Aluthge, C. L. P.; Imeshika, K. A. S.; Weerasinghe, T. A.; Sandaruwan, K. D. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    This study describes educational design research conducted to determine the usability of a Virtual Reality (VR) based learning tool to practice nursing skills. With the advancement of technology, new technological solutions ...
  • Stock Market Prediction using Artificial Intelligence 
    Dilhan, M. W. Sachin; Wagarachchi, N. Mihirini (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    This research focuses on predicting stock closing prices for one day or the future in specific economic conditions. Today, Sri Lanka faces a financial crisis due to the COVID-19 pandemic. Therefore, lots of investors are ...
  • Predicting Mothers with Postpartum Depression using Machine Learning Approaches 
    Prabhashwaree, T. H. K. R.; Mihirini, Wagarachchi N. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Postpartum depression (PPD) occurs in some mothers after giving childbirth because of changes in their physical, behavioral, and emotional. This mental disorder is hard to predict and its symptoms are complex. The main ...
  • Predicting Employee Preference of Teleworking Using Machine Learning Techniques in the Post COVID-19 Period in Sri Lanka 
    Abesiri, S. A. D. D.; Rupasingha, R. A. H. M. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Coronavirus Disease (COVID-19) is a new disease that has begun since December 2019. As COVID-19 continues to spread around the world, some governments around the world have locked up. Many countries strictly enforce laws ...
  • Designing of a Voice-Based Programming IDE for Source Code Generation: A Machine Learning Approach 
    Nizzad, A.R. M.; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Humans are precise in recognizing natural languages and responding contextually unlike machines. However, speech recognition or Automatic speech recognition often refers to converting human speech or voice to textual ...
  • Extraction of Sentiments in Tamil Sentences Using Deep Learning 
    Loganathan, Hirushayini; Sakuntharaj, Ratnasingam (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Sentiment analysis is the process of extracting information from the given text in which the text consists of various sensations such as happiness, perturbation, pride, worry, and so on about various functions, human beings, ...
  • Design of an Online Platform for the Agriculture Community to Localise Scientific Knowledge and Foster Sustainability 
    Pathirage, Samya; Ginige, Athula (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Sustainable agricultural practices are critical to emerging global hunger and environmental issues. Knowledge is the key to improving such practices. In agriculture, knowledge is categorized as local and scientific, where ...
  • Solution approaches for combining first-mile pickup and last-mile delivery in an e-commerce logistic network: A systematic literature review 
    Ranathunga, M. I. D.; Wijayanayake, A. N.; Niwunhella, D. H. H. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Logistics is one of the primary areas of operation within cutting-edge supply chain operations. In the e-commerce supply chain also logistics operations play a vital part. The logistics operations must be controlled ...
  • Framework to mitigate supply chain disruptions in the apparel industry during an epidemic outbreak 
    Perera, M. A. S. M.; Wijayanayake, A. N.; Peter, Suren (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Billions of people use social networks, and they play a significant role in people's lifestyles in the current world. At the same time, due to globalization and other factors, the use of these social platforms is expanding ...
  • A decentralized social network architecture 
    Sarathchandra, Tharuka; Jayawikrama, Damith (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Billions of people use social networks, and they play a significant role in people's lifestyles in the current world. At the same time, due to globalization and other factors, the use of these social platforms is expanding ...
  • Identifying interrelationships of key success factors of third-party logistics service providers 
    Perera, Theruwanda; Wickramarachchi, Ruwan; Wijayanayake, A. N. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    To be more cost-effective as well as to maintain a sustainable competitive advantage, many enterprises tend to improve their business practices by having a strong relationship with third-party (3PL) logistics service ...
  • Vibration analysis to detect and locate engine misfires 
    Jayasooriya, Prathap V.; Siriwardana, Geethal C.; Bandara, Tharaka R. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Vibration analysis is used to detect faults and anomalies in machinery and other mechanical systems that produce vibrations during operation. The study aimed to develop an algorithm that can detect and locate engine faults ...
  • Docker incorporation is different from other computer system infrastructures: A review 
    Kithulwatta, W. M. C. J. T.; Jayasena, K. P. N.; Kumara, B. T. G. S.; Rathnayaka, R. M. K. T. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Currently the computing world is getting complex, innovating and maturing with modern technologies. Virtualization is one of the old concepts and currently containerization has arrived as an alternative and innovative ...
  • Simulation analysis of an expressway toll plaza 
    Grabau, Shehara; Hewapathirana, Isuru (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Since the early civilizations, transportation has played a significant role, from fulfilling basic human needs to contributing towards major economic growths all over the world. With the advancement in technology, the ...
  • Decision-making models for a resilient supply chain in FMCG companies during a pandemic: A systematic literature review 
    Madhavi, B. R. H.; Wickramarachchi, Ruwan (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Decision-making during a crisis impacts the performance of an entire organization. Due to the COVID-19 pandemic, many organizations had undergone supply chain disruptions due to the forward and backward propagation of ...
  • Modelling and validation of arc-fault currents under resistive and inductive loads 
    Karunarathna, Yashodha; Wijayakulasooriya, Janaka; Ekanayake, Janaka; Perera, Pasindu (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Over half of all electrical fires in installations are caused by arcing due to poorly connected equipment or wiring system failures. Therefore, it is essential to detect arcs and interrupt them using a suitable protective ...
  • Challenges for adopting DevOps in information technology projects 
    Jayakody, J. A. V. M. K.; Wijayanayake, W. M. J. I. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    An Information Technology (IT) project deals with IT infrastructure, information systems, or computers for delivering an IT product within a temporary period. Proper application of software development methodologies assists ...
  • Theoretical framework to address the challenges in Microservice Architecture 
    Premarathna, Dewmini; Pathirana, Asanka (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Microservice Architecture (MSA) is a recommended way to introduce the application software in a modularized manner instead of the traditional Monolithic Architecture (MA) approach due to the inherent advantages. The MSA ...

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