• Location Tracking of Accident Detection on Expressway for Informing Nearest Rescue Service 

  Aung, Nay Win; Thein, Thin Lai Lai (ICCA, 2021-02-25)

  In order to reduce the risks related to the expressway vehicle accidents, it is considered that the timely hazard information and the prompt rescue operations are the vital elements to save the victims and users of the ...
• Text Extraction and Recognition System for Myanmar Warning Signboard Images 

  Zaw, Kyi Pyar; War, Nu (ICCA, 2021-02-25)

  Text extraction and character recognition are the computer vision tasks which became important after smart phones with good camera. Character recognition from scene text images is still challenging area, because the camera ...
• 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 ...

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