Smart Computing and Systems Engineering (SCSE): Recent submissions

  • Mapping of Sri Lankan Road Signs by Using Google Street View Images 
    Kiridana, Y. M. W. H. M. R. P. J. R. B.; Weerarathna, P. L. M.; Wijesingha, W. P. D. Y.; Aashiq, M. N. M.; Kumara, W. G. C. W.; Haleem, M. A. L. A. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    The development of autonomous vehicle driving systems and Intelligent Transportation System (ITS) have drawn massive attention since the 1980s. For the development of ITS, road sign detection and identification are considered ...
  • Automated Spelling Checker And Grammatical Error Detection And Correction Model for Sinhala Language 
    Goonawardena, Mithma; Kulatunga, Ashini; Wickramasinghe, Raveena; Weerasekara, Thisuraka; De Silva, Hansi; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Sinhala is a native language spoken by the Sinhalese people, the largest ethnic group in Sri Lanka. It is a morphologically rich language, which is a derivation of Pali and Sanskrit. The Sinhala language creates a diglossia ...
  • Ensemble Deep Learning for Automated Dust Storm Detection Using Satellite Images 
    Bandara, N. S. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Dust storms are considered a severe meteorological disaster, especially in arid and semi-arid regions, which are characterized by dust aerosol-filled air and strong winds across an extensive area. Every year, a large number ...
  • Personalized Classification of Non-Spam Emails Using Machine Learning Techniques 
    Dinendra, Harsha; Rajapakse, Chathura; Asanka, P. P. G. Dinesh (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    With the advent of computer networks and communications, emails have become one of the most widely accepted communication means, which is faster, more reliable, cheaper, and accessible from anywhere. Due to the increased ...
  • An Ensemble Machine Learning Approach for Stroke Prediction 
    Premisha, P.; Prasanth, Senthan; Kanagarathnam, Mauran; Banujan, Kuhaneswaran (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Nowadays, one out of four people above 25 will suffer from a stroke. Especially this year, with the highest count of around 13.7 million people discovered with stroke for the first time. Out of 13.7 million, 5.5 million ...
  • Adding Commonsense to Robotic Application Using Ontology-Based Model Retraining 
    Pradeepani, M. K. T.; Jayawardena, C.; Rajapaksha, U. U. S. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    In terms of the level of technological capability in the world today, the use of automated robotics is common in various fields. There are large projects going on in many industries that collaborate between robots and other ...
  • Security Architecture Development in Internet of Things Operating Systems 
    Sachindra, U. G. T.; Rajapaksha, U. U. S. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Due to the widespread use of the Internet of Things (IoT) in recent years, the need for IoT technologies to handle communications with the rest of the globe has grown dramatically. Wireless sensor networks (WSNs) play a ...
  • Sentiment Analysis of ASOS Product Reviews Using Machine Learning Algorithms by Comparing Several Models 
    Soundearajah, Sahithya; Asanka, P. P. G. Dinesh (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Digital ratings are crucial in improving international customer communications and impacting consumer purchasing trends. To obtain important data from a massive number of customer reviews, they must be sorted into positive ...
  • A Blockchain-Based Decentralized Insurance Platform 
    Alwis, Santhusha; Jinasena, T. M. K. K. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Blockchain technology is considered as revolutionary for its potential to revolutionize many sectors by addressing existing issues in the traditional systems. A blockchain is a digital ledger consisting of transaction ...
  • Sentiment Analysis on Twitter Data Related to Online Learning During the Covid-19 Pandemic 
    Senadhira, K. I.; Rupasingha, R. A. H. M.; Kumara, B. T. G. S. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    With the outbreak of the Corona Virus Disease (COVID-19), nearly all educational associations throughout the world have been working tirelessly to supply online education. Students with opportunities for ongoing learning ...
  • Detection of IoT Malware Based on Forensic Analysis of Network Traffic Features 
    Nimalasingam, Nisais; Senanayake, Janaka; Rajapakse, Chathura (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    The usage of Internet of Things (IoT) devices is getting unavoidable lately, from handheld devices to factory automated machines and even IoT embedded automotive vehicles. On average, 100+ devices are connected to the IoT ...
  • Deep Neural Architectures for Ethnicity Classification in Face Images 
    Jayasekara, Buddhi G.; Hevapathige, Asela (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Ethnicity is a key metric of an individual’s identity, social cluster, physical behaviour and cultural association. Accurate ethnicity identification of humans is required in numerous fields like security, legislation, ...
  • A Comparative Study of Clustering English News Articles Using Clustering Algorithms 
    Disayiram, N.; Rupasingha, R. A. H. M. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    The news informs us of what is going on in the world. People nowadays read their interesting news on news websites. There are numerous categories of news. Each newsreader has a different preference for news categories. ...
  • Creating a Sri Lankan Micro-Emotion Dataset for a Robust Micro-Expression Recognition System 
    Jayakodi, J. A. L. P.; Jayamali, G. G. S. D.; Hirshan, R.; Aashiq, M. N. M.; Kumara, W. G. C. W. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    In interpersonal communication, the human face provides important signals of a person’s emotional states and intentions. Furthermore, micro-emotions play a major role in understanding hidden intentions. In psychological ...
  • A Systematic Investigation on the Effectiveness of the Tabbert Model for Credit Card Fraud Detection 
    Hewapathirana, Isuru; Kekayan, Nanthakumar; Diyasena, Deshanjali (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    As a result of rapid digitisation, online transactions using credit cards have become popular. With this, fraudulent activities have also increased considerably. Although many supervised and unsupervised machine learning ...
  • A Comprehensive Review on Vision-based Sign Language Detection and Recognition 
    Weerasinghe, R. L.; Ganegoda, G. U. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Deaf or hard-hearing people's primary mode of communication is sign language. Communication between hard hearing and hearing people is greatly aided by sign language recognition technologies. With the advent of technology, ...
  • Performance Comparison of Neural Network Models on Edge Devices Using Face Mask Detection System 
    Attanayka, M. S. M. C. K. B.; Malkanthi, M. C. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    COVID-19 pandemic has affected the human lifestyle in an unprecedented way. Apart from vaccination, one of the best precautionary measures is wearing masks in public. Face Mask detection models that are deployable on single ...
  • An Emotion Classification Model for Driver Emotion Recognition Using Electroencephalography (EEG) 
    Gamage, T. A.; Kalansooriya, L. P.; Sandamali, E. R. C. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Road accidents have been a critical issue that has resulted in fatal injuries, disabilities, and deaths for many individuals worldwide. The notion of Human-Computer Interaction (HCI) is widely considered in monitoring ...
  • Common Object Request Broker-based Publisher-Subscriber Middleware for Internet of Things - Edge Computing 
    Perera, Hansani; Jayakody, Anuradha (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    The edge computing layer in IoT reduces the flow of a massive amount of data directly to the cloud by processing some data in the local network. The middleware in the layer enables this processing of data and the communication ...
  • Healbot: NLP-based Health Care Assistant for Global Pandemics 
    Anushka, Shan; Thelijjagoda, Samantha (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Since it was detected, coronavirus (also known as COVID-19) has become a worldwide epidemic. The surge in patients has made it challenging for hospitals and medical professionals to keep up due to the increasing number of ...

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