UCSY's Research Repository: Recent submissions

  • Noun-Noun Metaphor Identification in Myanmar Language 
    Oo, Sheinn Thawtar; Thida, Aye (ICCA, 2021-02-25)
    Figurative languages can be found in all areas of human activities, literary, discourse and conversation. Metaphor, which is one of the figurative languages, becomes a problem in natural language processing (NLP). In Myanmar ...
  • Broadcast Monitoring System using MFCC-based Audio Fingerprinting 
    Htun, Myo Thet; Oo, Twe Ta (ICCA, 2021-02-25)
    An efficient broadcast monitoring system is really needed in Myanmar music industry to solve the issues of copyright infringements and illegal benefit-sharing between artists and broadcasting stations. In this paper, a ...
  • BMISEC:Corpus Of Burmese Emotional Speech 
    Mar, Lwin Lwin; Pa, Win Pa; Nwe, Tin Lay (ICCA, 2021-02-25)
    Speech is the most popular method of communication and emotions play an important role in human to human communication. For naturalness in human to machine communication, machine needs to understand human emotions well. ...
  • Time Series Weather Data Forecasting Using Deep Learning 
    Mung, Pau Suan; Phyu, Sabai (ICCA, 2021-02-25)
    Weather forecasting is an interesting research in a number of applications and has great attention of researchers from various research communities due to its effect on the daily life of human globally. Through the years, ...
  • Security Enhancement Digital Certification System Using Blockchain Technology 
    Latt, Win Zaw; Thwin, Mie Mie Su (ICCA, 2021-02-25)
    Education is an important part of human life and it is also valuable asset for career achievement. Nowadays, people gained certificates from the institution they had learnt and, those graduation documents are presented as ...
  • Performance of Machine Learning Using Preprocessing and Classification for Intrusion Detection System 
    Tun, Thazin; Wai, Khaing Khaing; Khaing, Myint Soe (ICCA, 2021-02-25)
    Extracting valuable information from data is a challenging task. Many times, because of massive, redundant, incorrect and noisy outcomes, an analyst will end up with an incorrect classifier. It can also be due to misinterpreting ...
  • Overlapped Community Detection using Extended Node Similarity by Local Expansion 
    Win, Eaint Mon; Khine, May Aye (ICCA, 2021-02-25)
    The study of real networks like social network has been increasingly interested in community research area. With this study, overlapping community detection plays an important role in studying hidden structure of those ...
  • Churn Prediction Models Using Gradient Boosted Tree and Random Forest Classifiers 
    Win, Yu Yu; Vung, Cing Gel (ICCA, 2021-02-25)
    In the era of a competitive market, every organization has been used a lot of marketing techniques to maximize their profit and to preserve the existing flow of customer relationships with the firm. The cost of attracting ...
  • Privacy Preserving Human Fall Recognition Using Human Skeleton Data 
    Htoo, Chit Kyin; Sein, Myint Myint (ICCA, 2021-02-25)
    Fall is a critical danger for a person because he/she can loss any recontroled and stable posture and can face to any associated injuries without any caregiver. Therefore, automatic fall recognition systems have been ...
  • Analysis of GPS Data Interpolation Methods for Driver’s Behavior Detection 
    Mon, Tin Lai Lai; Thein, Thin Lai Lai (ICCA, 2021-02-25)
    Interpolation of GPS points is one of the biggest challenges in the world of today. GPS signals may be lost because of many reasons including signal loss and battery loss of the transceiver. Our research work is intended ...
  • Feature Ranking based Dimensional Reduction Algorithm in High Dimensional Data Classification 
    Saw, Thinzar; Win, Si Si Mar (ICCA, 2021-02-25)
    Features are the most important things and huge influence on machine learning models. The removing of noisy and irrelevant features causes to increase the efficiency and accuracy of the model. The recent increase in feature ...
  • IoT Network Forensics based on Transport Layer 
    Naing, Soe Kalayar; Oo, Su Thet; Oo, Hnin Wit Yi; Lin, Phyo Yatanar; Nwe, Khin Mya; Thwin, Mie Mie Su (ICCA, 2021-02-25)
    The IoT is concerned in every part of the human beings such as medical care, education, smart cities, home automation, and many business fields. While the IoT gives a myriad of benefits, security remains the biggest issues ...
  • Impact of Normalization Techniques in Microarray Data Analysi 
    Thant, Lwin May; Phyu, Sabai (ICCA, 2021-02-25)
    In a medical problem, investigation of powerful new tools is involved in essential role of high-throughput sequencing technologies. Microarray data sequencers produced a large and complex sets of data for the advancement ...
  • Malware Attack Detection using Machine Learning Methods for IoT Smart Devices 
    Htwe, Chaw Su; Thwin, Mie Mie Su; Thant, Yee Mon (ICCA, 2021-02-25)
    The malware attacks are targeting IoT devices as the rapid development of these devices. The limited resource of IoT devices is attracting malware developers. The strong security mechanisms cannot be deployed on these ...
  • IoT Network Intrusion Detection Using Long Short-Term Memory Recurrent Neural Network 
    Thant, Yee Mon; Thwin, Mie Mie Su; Htwe, Chaw Su (ICCA, 2021-02-25)
    The Internet of Things (IoT) is the latest technologies for everyday physical devices which the digitally connected to the internet or each other. With the rapidly development of IoT platform, IoT have been encountered ...
  • Predicting the Meteorological Drought based on the NDVI and Rainfall by using Long Short-Term Memory Algorithm 
    Maung, Thiri; Thein, Thin Lai Lai (ICCA, 2021-02-25)
    Myanmar is exposed to almost all types of natural hazards. Drought is a slow onset hazard type. The central dry zone in Myanmar is the most vulnerable area of the country from drought. The frequency and severity of drought ...
  • URL Classification Based on Lexical Features by Machine Learning 
    Vung, Cing Gel; Win, Yu Yu (ICCA, 2021-02-25)
    The malicious website becomes the hub sector in the cybercrime component of the internet. Attackers delivered malicious URLs to target users via links, emails, or advertisements. Many of the previous research has analyzed ...
  • Historical Census Data Linkage: Graph-based Household Matching Method 
    Myint, Khin Su Mon; Naing, Win Win (ICCA, 2021-02-25)
    For each developing country, historical census population data are the most useful. It provides valuable information on a certain region of a nation. The matching historical census data means that many population census ...
  • Analysis of Quantum Key Distribution Protocols 
    Win, Myat Su; Khin, Thet Thet (ICCA, 2021-02-25)
    Essential role of Internet-based communication is the security of information. Classical Cryptography is based on mathematical models and computational complexity to compute the secret key. It does not provide enough ...
  • An Adaptive Model with Blockchain Technology for Mortgage Industry in Myanmar 
    Lin, Kyaw Soe; Thwin, Mie Mie Su; Maw, Htoo Aung (ICCA, 2021-02-25)
    Attaining a mortgage can be very painful, costly and lengthy process especially when the policy and infrastructure is not easy to implement it. In Myanmar, the process of the origination for mortgage can be minimum 30 days ...

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