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Browsing International Conference on Computer Applications (ICCA) by Author "Phyu, Sabai"

Browsing International Conference on Computer Applications (ICCA) by Author "Phyu, Sabai"

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  • Applying Semantic Web Usage Mining in Prediction System 
    Hsan, Nu War; Phyu, Sabai (Fourteenth International Conference On Computer Applications (ICCA 2016), 2016-02-25)
    Due to uncontrolled exponential growth in web data, knowledge based retrieval has become a challenging task. The one viable solution to the problem is the merging of conventional web mining with semantic technologies. There ...
  • Big Data Analytics for Healthcare Services Using C4.5 Algorithm on Map Reduce 
    Mung, Pau Suan; Phyu, Sabai (Seventeenth International Conference on Computer Applications(ICCA 2019), 2019-02-27)
    Healthcare industry is an ever-increasing rise in the large amount of records such as doctors, patients, medicines and medical history. Although previous medical records are beneficial for not only individual but also ...
  • Effective Analytics on Healthcare Big Data Using Ensemble Learning 
    Mung, Pau Suan; Phyu, Sabai (Proceedings of the Eighteenth International Conference On Computer Applications (ICCA 2020), 2020-02-28)
    Healthcare big data is a collection of record of patient, hospital, doctors and medical treatment and it is so large, complex, distributed and growing so fast that this data is difficult to maintain and analyze using ...
  • Efficient Performance Optimization on Yarn-Based MapReduce Hadoop Framework 
    Htay, Than Than; Phyu, Sabai (Seventeenth International Conference on Computer Applications(ICCA 2019), 2019-02-27)
    Apache Hadoop exposes 180+ configuration parameters for all types of applications and clusters, 10-20% of which has a great impact on performance and efficiency of the execution. The optimal configuration settings for ...
  • Extracting User’s Interests from Web Log Data for Implementing Adaptive Education System 
    Hsan, Nu War; Phyu, Sabai (Twelfth International Conference On Computer Applications (ICCA 2014), 2014-02-17)
    As World Wide Web is a repository of web pages and links, it provides not only useful information for the Internet users but also becomes delivery platform for searching and surfing day by day. Web personalization is ...
  • 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 ...
  • Implementing Mobile Tracking System on Disaster Notification 
    Zan, Thu Thu; Phyu, Sabai (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    With advances in location based services, tracking the changing position of devices is becoming a new challenge. Mobile devices are the most effective and convenient communication tools which are not restricted by time ...
  • Implementing Prediction System by Using Ontology based PHS Algorithm 
    Hsan, Nu War; Phyu, Sabai (Thirteenth International Conferences on Computer Applications(ICCA 2015), 2015-02-05)
    Web prediction is a classification approach to predict the next step of Web pages that a user may visit on the knowledge of the previously visited pages. The web usage mining techniques are used to analyze the web usage ...
  • Improving Hadoop MapReduce Performance Using Speculative Execution Strategy in a Heterogeneous Environment 
    Oo, Zar Zar; Phyu, Sabai (Sixteenth International Conferences on Computer Applications(ICCA 2018), 2018-02-22)
    MapReduce is currently a parallel computing framework for distributed processing of large-scale data intensive application. The most important performance metric is job execution time but it can be seriously impacted ...
  • Improving the performance of Hadoop MapReduce Applications via Optimization of Concurrent Containers Per Node 
    Htay, Than Than; Phyu, Sabai (Proceedings of the Eighteenth International Conference On Computer Applications (ICCA 2020), 2020-02-28)
    Apache Hadoop is a distributed platform for storing, processing and analyzing of big data on commodity machines. Hadoop has tunable parameters and they affect the performance of MapReduce applications significantly. ...
  • Job Scheduling for High Performance Computing and Cloud Environment 
    Kyaw, Lett Yi; Phyu, Sabai (Seventeenth International Conference on Computer Applications(ICCA 2019), 2019-02-27)
    High performance computing (HPC) is famous and latest trend in current research era. User request many jobs and they want to get accurate results and quick time within eye blink. There are so many processors running ...
  • Message Scheduling Delivery on Disaster Notification System 
    Zan, Thu Thu; Phyu, Sabai (Fourteenth International Conference On Computer Applications (ICCA 2016), 2016-02-25)
    Natural disaster cannot be prevented, but its impacts can be eliminated or reduced. Mobile devices are the most effective and convenient communication tools which are not restricted by time and place. In this paper, ...
  • Noise Elimination from Web Page in Web Content Mining 
    Linn, Khaing Wah Wah; Phyu, Sabai (Thirteenth International Conference On Computer Applications (ICCA 2015), 2015-02-05)
    Nowadays, a large number of web pages contained useful information is often accompanied by a large amount of noise such as banner advertisements, navigation bars, copyright notices, etc. These noise data can seriously ...
  • Scheduling Methods in HPC System: Review 
    Kyaw, Lett Yi; Phyu, Sabai (Proceedings of the Eighteenth International Conference On Computer Applications (ICCA 2020), 2020-02-28)
    Parallel and distributed computing is a research area that is complex and rapidly evolving. Researchers are trying to get more and more methods and technologies in parallel and distributed computing. Most users who use ...
  • 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, ...
  • Web Page Categorization Based on Content and Data Extraction for Academic Community 
    Phyu, Sabai; Linn, Khaing Wah Wah (Twelfth International Conference On Computer Applications (ICCA 2014), 2014-02-17)
    The web is a large amount of data and difficult to search information or data of user interest (IT academic field). Therefore, it needs to categorize for meet user’s interesting field easily. Web page categorization ...

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