ICARC - 2021: Recent submissions

  • Sri Lankan Sign Language to Sinhala Text using Convolutional Neural Network Combined with Scale Invariant Feature Transform (SIFT) 
    Perera, L.L.D.K.; Jayalal, S.G.V.S. (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    Sri Lankan sign language (SSL) is a visualgestural language used by the deaf community for communication. Hearing-impaired people cannot effectively communicate with a normal person due to the difficulty in understanding ...
  • Deep Learning of Gene Expression Data for Breast Cancer Classification 
    Manawadu, Y.P. (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    Currently, breast cancer is a type of cancer where most of the cancer patients suffer. Identifying the type of breast cancer is an essential step to be done in drug discovery for breast cancers. Thus, the treatments ...
  • Deep Neural Network-Based Approach to Classification the Crime Related News Posts 
    Sandagiri, S.P.C.W (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    Crime is a major problem faced today by society. Crimes have affected the quality of life and economic growth badly. We can identify the crime patterns and predict the crimes by detecting and analyzing the historical ...
  • A Novel Approach for Improving Quality and Process Optimization in the Garment Industry 
    Wijerathne, G.G.K.K.; Nawarathne, U.M.M.P.K.; Weerasekara, W.A.A.K.; Silva, L.H.C.J. De; Piyawardana, Vijani; Alosius, Jesuthasan (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    The garment industry is one of the intensive manufacturing industries operating in Sri Lanka, catering to the world’s number one brands from the US and Europe. Its contribution to the economy is immense. Given the ...
  • Text Similarity-Based approach to detect Sinhala Language Fake News in Social Media: An approach using Hybrid Features 
    Wijayarathna, W.M.S.N.P; Jayalal, S. (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    In this rapidly evolving digital age, societies rely heavily upon social media to share news publicly due to the speed of dissemination. With billions of users, the sharing of a news item only takes a few minutes to ...
  • Fuzzy Logic-Based Paddy Yield Prediction to Facilitate Weather Index-Based Crop Insurance 
    Kithmini, M. K. Dulanga; Rajapakse, R. A. C. P. (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    Weather risk can be considered as the dominant among the risks associated with agriculture. The unpredictability of weather and its adverse impact on agriculture has made the industry unstable. However, the authorities ...
  • Detection and Classification of Rice Plant Diseases using Image Processing Techniques 
    Bandara, D; Mayurathan, B (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    Plant leaf disease detection and classification is one of the interesting research areas in the agriculture sector. An approach based on image processing and machine learning techniques is proposed in this paper to ...
  • Study Of Image Recognition Based Travel Destination Recommendation 
    Liyanage, A; Liyanage, S (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    Sri Lanka is a country with different types of tourist destinations. However, lack of popularity to many such attractive destinations is a major issue identified. Images of Sri Lankan destinations are published in Social ...
  • Source Impact and Credibility Assessment on Twitter Users 
    Gamage, Rajitha; Wickramaarachchi, Dilani; Senanayake, J.M.D (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    Due to the improvement of the internet, several platforms such as Twitter, Facebook, LinkedIn, Instagramwere very popular. They were attracted by the people as the mass media platform’s cost is very high. Because of ...
  • Voice-Assisted Real-Time Traffic Sign Recognition System Using Convolutional Neural Network 
    Manawadu, Mayura; Wijenayake, Udaya (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    Traffic signs are important in communicating information to drivers. Thus, comprehension of traffic signs is essential for road safety and ignorance may result in road accidents. Traffic sign detection has been a research ...
  • A Data Mining Approach to Identify Associations Between Job Titles and Skills in Job Vacancies 
    Kuruppu, Sadeepa; Galappaththi, Kalpana (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
    At present, job vacancies appear in online job vacancy repositories. They are available in the form of images or in the form of Portable Digital Format Documents. Text information is embedded in them. By mining that ...
  • Loan Data Analysis Using Data Warehouse Techniques 
    Perera, Maduka Ashan; Boralugoda, Chathura Madhuranga; Asanka, PPG Dinesh (Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, 2021-02)
    Most of the financial institutions are running their operations smoothly and profitable way without any interruptions with the help of data analytical techniques. This study will be able to enhance the business's ability ...
  • Outline of Speeches 
    ICARC, 2021 (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)
  • Front Materials 
    ICARC, 2021 (Department of Computing and Information Systems, Faculty of Applied Sciences, Sabaragamuwa University of Sri Lanka, P.O. Box 02, Belihuloya, 70140, Sri Lanka., 2021-02-24)

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