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Browsing Smart Computing and Systems Engineering - 2021 (SCSE 2021) by Title

Browsing Smart Computing and Systems Engineering - 2021 (SCSE 2021) by Title

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  • Application of AlexNet convolutional neural network architecture-based transfer learning for automated recognition of casting surface defects 
    Thalagala, Shiron; Walgampay, Chamila (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Automated inspection of surface defects is beneficial for casting product manufacturers in terms of inspection cost and time, which ultimately affect overall business performance. Intelligent systems that are capable of ...
  • Application of Game Theory on financial benefits and employee satisfaction: Case study of a state bank of Sri Lanka 
    Jayasekara, D. D. G. T.; Wijayanayake, A. N.; Dissanayake, A. R. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    The principal agent problem revolves around the competing interest between shareholders and the employees. The organization focus is on maximizing shareholder wealth, while employees try to obtain the maximum benefits for ...
  • Architectural framework for an interactive learning toolkit 
    Jayasiriwardene, Shakyani; Meedeniya, Dulani (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    At present, a significant demand has emerged for online educational tools that can be used as replacement for classroom education. Due to the ease of access, the preference of many users is focused on m-learning applications. ...
  • Autism spectrum disorder diagnosis support model using InceptionV3 
    Lakmini, Herath; Marasingha, M. A. J. C.; Meedeniya, Dulani; Weerasinghe, Vajira (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Autism spectrum disorder (ASD) is one of the most common neurodevelopment disorders that severely affect patients in performing their day-to-day activities and social interactions. Early and accurate diagnosis can help ...
  • Automatic road traffic signs detection and recognition using ‘You Only Look Once’ version 4 (YOLOv4) 
    Fernando, W. H. D.; Sotheeswaran, S. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Using scenario transformation methodology, we identified four scenarios that indicated a lack of trusted parties to sell harvest has forced smallholder farmers to sell the harvest to brokers who often collect the harvest ...
  • 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 ...
  • A community-based hybrid blockchain architecture for the organic food supply chain 
    Thanujan, Thanushya; Rajapakse, Chathura; Wickramaarachchi, Dilani (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    This paper presents a novel blockchain architecture to incorporate community-level trust into the organic food supply chain by hybridizing Proof of Authority (PoA) and Federated Byzantine Agreement (FBA) consensus protocols. ...
  • Comparison of supervised learning-based indoor localization techniques for smart building applications 
    Maduraga, M. W. P.; Abeysekara, Ruvan (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Smart buildings involve modern applications of the Internet of Things (IoT). Intelligent buildings could include applications based on indoor localization, such as tracking the real-time location of humans inside the ...
  • 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 ...
  • 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 ...
  • Deep learning-based pesticides prescription system for leaf diseases of home garden crops in Sri Lanka 
    Sangeevan, Siventhirarajah (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    The study proposes a deep learning-based pesticides prescription system for leaf diseases of home garden crops in Sri Lanka. It is an intelligent system to get suitable pesticides prescriptions for plant leaf diseases. ...
  • Design and development of pump based chocolate 3D printer 
    Rajapaksha, R. R. A. K. N.; Thilakarathne, B. L. S.; Kondarage, Yashodha G.; De Silva, Rajitha (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    The use of 3-Dimensional (3D) printing, known as Digital fabrication (DF) or additive manufacturing (AM), technology in the food sector has countless potential to fabricate 3D constructs with complex geometries, customization, ...
  • 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 ...
  • Estimation of the incubation period of COVID-19 using boosted random forest algorithm 
    Rathnayake, P. P. P. M. T. D.; Senanayake, Janaka; Wickramaarachchi, Dilani (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Coronavirus disease was first discovered in December 2019. As of July 2021, within nineteen months since this infectious disease started, more than one hundred and eighty million cases have been reported. The incubation ...
  • Exploiting optimum acoustic features in COVID-19 individual’s breathing sounds 
    Milani, M. G. Manisha; Ramashini, Murugaiya; Murugiah, Krishani; Chamal, Lanka Geeganage Shamaan (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    The world is facing an extreme crisis due to the COVID-19 pandemic. The COVID-19 virus interrupts the world’s economy and social factors; thus, many countries fall into poverty. Also, they lack expertise in this field and ...
  • An exploratory evaluation of replacing ESB with microservices in service-oriented architecture 
    Weerasinghe, L. D. S. B.; Perera, Indika (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    With the continuous progress in technology during the past few decades, cloud computing has become a fast-growing technology in the world, making computerized systems widespread. The emergence of Cloud Computing has evolved ...
  • Feature selection in automobile price prediction: An integrated approach 
    Selvaratnam, Sobana; Yogarajah, B.; Jeyamugan, T.; Ratnarajah, Nagulan (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Machine learning models for predictions enable researchers to make effective decisions based on historical data. Automobile price prediction studies have been a most interesting research area in machine learning nowadays. ...
  • Forecasting foreign exchange rate: Use of FbProphet 
    Raheem, Fanoon; Iqbal, Nihla (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2021)
    Foreign exchange rate prediction can be considered crucial in today’s world. The exchange rate of a country plays a vital role in its economic growth. The Central Bank of a country holds the authority in managing the ...
  • 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 ...
  • 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 ...

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