Smart Computing and Systems Engineering - 2022 (SCSE 2022): Recent submissions

  • Real-Time Exam Anomaly Detection in Moodle-based Exam Systems with an AI Agent 
    Akalanka, P. D. A. U.; Manathunga, Kalpani (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Online education takes a high priority in the modern world because technology is evolving so rapidly that education needs to adapt to this changing and evolving technology. However, after the COVID-19 pandemic, e-learning ...
  • Machine Learning Approach to Predict Mental Distress of IT Workforce in Remote 
    Gamage, Sanduni Nilushika; Asanka, P. P. G. Dinesh (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    When considering online workers, due to the emergence of the coronavirus pandemic prevailing in the world, employees have been restricted to work remotely for a prolonged period. All the working arrangements are now based ...
  • Overall and Feature Level Sentiment Analysis of Amazon Product Reviews Using Machine Learning Techniques and Web-Based Chrome Plugin 
    Welgamage, V. R.; Senarathne, U. A. C.; Madhubhashani, N. H. A. C.; Liyanage, T. C.; Dinesh Asanka, P. P. G. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    One of the critical tasks of Natural Language Processing (NLP) is sentiment analysis or opinion mining. Sentiment analysis has gained much attention in recent years. It collects data on each user's views, feelings, and ...
  • Developing A User-Friendly Interface from Robotic Applications Development 
    Fernando, W. A. M.; Jayawardena, C.; Rajapaksha, U. U. S. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    In this research, we have developed a web-based Robot Operating System (ROS) learning environment with its own set of tools. Our system is a comprehensive learning environment where students can go through the tutorials ...
  • 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, ...

Search Digital Repository


Browse

My Account