2020: Recent submissions

  • SVM Based Part of Speech Tagger For Sinhala Language 
    Wijerathna, Y.A.D.S.S. (2020)
    Natural language processing is providing the ability of understanding human language as it is spoken to a computer programme.”It is a component of computer science, linguistics and artificial intelligence. Building NLP ...
  • Automated Cloud Pattern Identifier from Satellite Images 
    Wijayathilaka, Hansamali (2020)
    In this millennial climate changes have become a hot topic and researchers are trying to address many possible problems regarding our planet earth and its atmosphere. Clouds play a major role when it comes to atmosphere. ...
  • Elevating The Accuracy Level Of Predictive Maintenance in Field Services Management 
    Weerakkody, W.A.S.S. (2020)
    Maintenance costs are highly substantial, manufacturing plants tend to spend huge amount of money to have maintenance activities steady as it can directly impact on key factors of the production process; productivity and ...
  • Samaritan: A Real CCTM Stream Analytics Engine For Suspect Detection 
    Perera, Ninda (2020)
    Most of the public areas such as roads, airports, bus stands, railway stations and office buildings are covered with huge network of CCTV cameras nowadays and enormous amount of video surveillance data is produced every ...
  • TSR Traffic Sign Recognition System 
    Kugamoorthy, Vethapriyan (2020)
    The vast majority of the recent traffic accidents are caused due to distractions and lack of attention while driving. Traffic signs play a critical role in the transportation sector. Due to the distraction of drivers, ...
  • Life Insurance Claim Model to Efficiency 
    Nanayakkara, Suranga T J (2020)
    With the innovative and health-driven culture, people nowadays tend to purchase Life Insurance to protect their families as well as to invest and save some money. When someone admits in the hospital because of doctor ...
  • Sparkstac: Spatio-Temporal Climate Data Analytic Framework 
    Jayawardana, Madusha (2020)
    Climate changes experienced worldwide is one of the major challenges faced by the global community nowadays. Large volumes of climate data from different sources reveal information about various climate aspects and ...
  • Fake News Detection Based on Cross Verification and Publisher Reputation 
    Sanjaya, Herath Mudiyanselage Asanka (2020)
    With the growth of social media usage over the last few years, it is known that the manipulated news content spreading has increased and it badly affects public opinion and it has become a social problem as well (Wang et ...
  • Enhance Twitter based Marketing by Identifying Topic Influencer Focus Rate 
    Ismail, Nishrah Magon (2020)
    Over the past few years the world has witnessed the evolution and advancement of the internet and the increase in social media accounts opened across platforms such as Twitter, Facebook, and Instagram, connecting people ...
  • Intelligent System to Detect Malaria Infected Blood Cells & Predict Malaria 
    Nethma (2020)
    Malaria is a life threatening disease caused by parasites that can transmitted to people through the bites of infected mosquitoes. In addition to biomedical research, modern information technology is also playing a major ...
  • Intention In Sinhala Language 
    Kariyakarawana, Niwantha, W N (2020)
    The main communication media of humans is the Natural language (NL). The NL spoken by humans is of very complex construction and diverse due to the many number of languages spoken around the world. These languages are used ...
  • Genre Recognition System 
    Lloyd, Chrishane (2020)
    It has been recorded that music was found in 800 BCE. It is mesmerizing how music has positively affected every life. For most people, music helps to reduce stress and enjoy the moment. With all the instruments that are ...
  • Effectively Prediction and Performance Grinding Mechanism for Sewing Line Using Time Series Data 
    Abeysekara, Minali (2020)
    Industry 4.0 revolution has opened up opportunities to factory plants to manufacture products faster with higher quality and low cost. With cutting-edge technologies such as the Internet of Things (IoT), cloud computing, ...
  • Feature Analysis and Comparison Mechanism for Travel Applications in Sri Lanka Using NLP and Machine Learning 
    Maddekanda, Samitha Savithri (2020)
    Mobile application development has been converted in to a major business space where most of the solutions come in handy to your fingertips. E commerce market is being acquired by modern Mobile Commerce business where ...
  • Sinhala Handwriting Author Identification for Forensic Analysis 
    Pathirana, Gayan Krishantha (2020)
    Handwriting comparing for forensic analysis is not something new. This was an essential requirement in the past as all the formal documents were handwritten. Therefore, if someone left a note before committing suicide or ...
  • Machine learning model for aiding detection of Malaria infected human blood cells 
    Samarakoon, Mathiesha (2020)
    Malaria is a life-threatening infectious disease caused by a single-celled parasite of plasmodium group. The condition is commonly transmitted by an infected female Anopheles mosquito. With the recent increase of malaria ...
  • “Topic Influencer Classifier” Enhance Twitter based Marketing by Identifying Topic Influencer Focus Rate 
    Ismail, Nishrah Magdon (2020)
    Over the past few years, the world has witnessed the evolution and advancement of the internet and the increase in social media accounts opened across platforms such as Twitter, Facebook, and Instagram, connecting people ...
  • Sintm LDA and Rake Based Topic Modelling For Sinhala 
    Rathnayake, Mudiyanselage Dinushika Ruwanthi Kumari (2020)
    The growth of Information and Communication Technologies (ICT) raised the popularity of the World Wide Web(WWW) among the people. Consequently, vast amounts of text content in the form of articles, newspapers, books, etc ...
  • Prediction Of Hematological Diseases Using Artificial Neural Network Ensembles 
    Abeykoon, Sandaruwan (2020)
    Anemia and Thrombocytopenia are hematological diseases that affect blood cells. Primarily, doctors use a complete blood count report (CBC) to analyze various parameters that correlate with the diagnosis of hematological ...
  • Home Credit Default Risk Prediction 
    Rathnayaka, Wijewickrama Rajitha Lakshan (2020)
    There is a risk associated with any loan because the borrower may or may not repay the loan. Measuring this risk before approving the loan is a difficult task because there are so many parameters which may affect the ...

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