Ph.D Dissertation: Recent submissions

  • Predictive Big Data Analytics on High-Dimensional Data 
    Khine, Kyi Lai Lai (University of Computer Studies, Yangon, 2019-10)
    Nowadays, data is extremely growing very fast to become “BIG DATA”, any voluminous amount of structured, semi-structured and unstructured data, which has high potential to be mined for valuable information in decision ...
  • Joint Word Segmentation and Stemming for Myanmar Language 
    Oo, Yadanar (University of Computer Studies, Yangon, 2019-10)
    Due to the powerful development of internet use, the amount of unstructured Myanmar text data has increased excessively. It is necessary to retrieve exact data for user query. The effectiveness of searching is obviously ...
  • Effective Malicious Features Extraction and Classification for Incident Handling Systems 
    San, Cho Cho (University of Computer Studies, Yangon, 2019-10)
    Each and every day, malicious software writers continue to create new variants, new innovation, new infection, and more obfuscated malware by using packing and encrypting techniques. Malicious software classification and ...
  • Syllable-based Neural Machine Translation System for Myanmar-English Language Pair 
    Sin, Yi Mon Shwe (University of Computer Studies, Yangon, 2019-10)
    Without doubt, Internet has made for people to communicate easily with others because it is cheap and convenient. Besides, today's world has a growing demand for immediate and accurate information. However, language ...
  • Delay-Aware Elephant Flow Rerouting in Software-Defined Networking (SDN) 
    Zaw, Hnin Thiri (University of Computer Studies, Yangon, 2019-09)
    Conventional tree topology networks and single shortest path routing will create congestion along overloaded links. Therefore, load-balanced path selection is necessary to reduce congestion and enhance the performance ...
  • Network Behavioral Analysis for Detection of Remote Access Trojans 
    Yin, Khin Swe (University of Computer Studies, Yangon, 2019-09)
    Today’s world is connected through the Internet, everyone can connect each other and people do business on the Internet like online shopping and online banking. Social networking sites are widely used and people save ...
  • Syllable-Based Neural Named Entity Recognition for Myanmar Language 
    Mo, Hsu Myat (University of Computer Studies, Yangon, 2019-08)
    More and more information is being created at online every day, and a lot of it is the natural language. Until recently, businesses have been unable to analyze this data. But advances in Natural Language Processing (NLP) ...
  • Sentiment Analysis System in Big Data Environment 
    Chan, Wint Nyein (University of Computer Studies, Yangon, 2019-01)
    Nowadays, Big Data, a large volume of both structured and unstructured data, is generated from Social Media. Social Media are powerful marketing tools and Social Big Data can offer the business insights. The major challenge ...
  • Forensic Investigation on Hadoop Big Data Platform 
    Oo, Myat Nandar (University of Computer Studies, Yangon, 2019-01)
    In the era of Big Data, Hadoop Big Data Platform has been embraced by both individuals and organizations as it can offer cost-effective, large capacity storage and multi-functional services on a wide range of devices. ...
  • Myanmar Language Continuous Speech Recognition Using Convolutional Neural Network (CNN) 
    Mon, Aye Nyein (University of Computer Studies, Yangon, 2019-01)
    Researchers of many nations have developed automatic speech recognition (ASR) to show their national improvement in information and communication technology for their languages. The dissertation aims to develop good ...
  • Mobile Location Based Indexing of Disaster Notification System 
    Zan, Thu Thu (University of Computer Studies, Yangon, 2019-01)
    Myanmar is one of the countries that geographically located in the disasteraffected area because of the climate changes and environmental conditions. There is no way to prevent the natural disaster, but its impacts can ...
  • Dynamic Replication Management Scheme for Effective Cloud Storage 
    Thu, May Phyo (University of Computer Studies, Yangon, 2019-08-30)
    Replication plays an important role for storage system to improve data availability, throughput and response time for user and control storage cost. Due to different nature of data access pattern, data popularity is ...

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