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Browsing Smart Computing and Systems Engineering - 2022 (SCSE 2022) by Issue Date

Browsing Smart Computing and Systems Engineering - 2022 (SCSE 2022) by Issue Date

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  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • 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 ...
  • Simulation-Based Efficiency Assessment of Integrated First-Mile Pickup and Last-Mile Delivery in an E-Commerce Logistics Network 
    Ranathunga, M. I. D.; Wijayanayake, A. N.; Niwunhella, D. H. H. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Logistics operations are crucial in the e-commerce supply chain as they deal with high costs as well as they have a significant environmental impact. The first-mile and last-mile delivery operations in e-commerce logistics ...
  • 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 ...
  • Analyzing Factors that Impact on Performance of Pickers in Third-Party Logistics Warehouses in Sri Lanka 
    Prasadika, A. P. K. J.; Wijayanayake, A. N.; Niwunhella, D. H. H. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Order picking is the most crucial and expensive operation in a warehouse which affects customer satisfaction and the profitability of the warehouse. Picker is the employee who is responsible for the order picking process. ...
  • An Effective Lateral Transhipment Model for A Multi-Location Inventory Setting to Minimize 
    Kumari, A.G.K.C.; Wijayanayake, A. N.; Niwunhella, D. H. H. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Managing inventory levels to ensure on-shelf availability of products is a challenge that retailers face on a daily basis. Even though it is desirable to have additional inventory to ensure the availability of products, ...
  • Evaluating the Project Management Methodology Adoption Process in the Sri Lankan Software Industry 
    Koggalahewa, Lahiru; Abeysekara, Ruwan (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Projects are the primary method of implementing change in an organization. Most software firms tend to use a Project Management Methodology (PMM) to deliver the product to the customer. However, there is no rational set ...
  • 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 ...
  • Evaluating the Factors that Affect the Reverse Logistics Performance in Plastic Supply Chain 
    Thilakarathne, H. G. K. L. S.; Wijayanayake, A. N.; Peter, S. (Department of Industrial Management, Faculty of Science, University of Kelaniya Sri Lanka, 2022)
    Reverse Logistics includes all the processes involved in moving goods from their typical final destination to recapture value or for proper disposal. This study aims to identify the factors affecting reverse logistics ...
  • 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 ...
  • 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 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. ...
  • 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 ...
  • 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 ...

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