UCSY's Research Repository

Browsing Faculty of Computer Science by Author "Phyu, Sabai"

Browsing Faculty of Computer Science 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 ...
  • Attribute-Oriented Induction based Data Generalization for Relational Databases 
    Oo, Zin May; Phyu, Sabai (Fifth Local Conference on Parallel and Soft Computing, 2010-12-16)
    Data Mining is the task of discovering interesting patterns from large amounts of data where the data can be stored in relational databases. Data generalization is a process that abstracts a large set of data in a ...
  • 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 ...
  • Classification Analysis using Back Propagation Neural Network and Radial Basis Function Neural Network 
    Lab, Ya Min Su; Phyu, Sabai (Eighth Local Conference on Parallel and Soft Computing, 2017-12-27)
    Neural networks are a very popular data mining, classification and image processing tool.The fundamental concept of neural networks is the structure of the information processing system composed of a large number of ...
  • Controlling Database Security by Combination of Role-based Access Control (RBAC) and Mandatory Access Control (MAC) 
    Soe, Aye Aye; Phyu, Sabai (Fifth Local Conference on Parallel and Soft Computing, 2010-12-16)
    Database security is the system, processes, and procedures that protect a database from unintended activity. Unintended activity can be categorized as authenticated misuse, malicious attacks or inadvertent mistakes ...
  • Discovering the Association Rules in Data Cube from Web Server Log Files 
    Kyaw, Phyo Tinzar; Phyu, Sabai (Eighth Local Conference on Parallel and Soft Computing, 2017-12-27)
    Analyzing and exploring regularities in the behavior of the web page reader is imprinted on the web server log files can improve system performance; enhance the quality and delivery of Internet information services to ...
  • E-Learning System Development Using J2EE Framework Design Pattern 
    Win, Zin Sandar; Phyu, Sabai (Fifth Local Conference on Parallel and Soft Computing, 2010-12-16)
    In the context of software engineering, the design patterns are reusable solutions to common problems and are one of the key mechanisms for implementing reliable and maintainable software. Design patterns are fundamental ...
  • 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 ...
  • Ensemble Learning Method for Enhancing Healthcare Classification 
    Mung, Pau Suan; Phyu, Sabai (Proceedings of the 10th International Workshop on Computer Science and Engineering (WCSE 2020), 2020-02-28)
    Ensemble learning technique is proposed in this paper for better efficiency of healthcare classification and prediction. Healthcare industry is an ever-increasing rise in the number of doctors, patients, medicines and ...
  • 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 ...
  • 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 ...
  • 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 ...
  • Mobile Agent based Distributed Query Processing for Songs Downloading System 
    Nwe, Zu Pa Pa; Phyu, Sabai (Eighth Local Conference on Parallel and Soft Computing, 2017-12-27)
    Distributed system becomes more and more essential in computing world. There are many frames for performing distributed query processing.In this proposed system, the mobile agent technology is applied in query processing ...
  • Real-time Big Data Analytics for Feature Selection on Apache Spark 
    Thant, Lwin May; Phyu, Sabai (Proceedings of the 10th International Workshop on Computer Science and Engineering (WCSE 2020), 2020-02-28)
    Real-time data analysis is a key research in many domains. It can be applied to pre-existing or prescriptive models. The effective result is that monitor the account and review on a real-time action. Apache spark machine ...
  • Similarity based Retrieval of Documents using Jaccard Coefficient Similarity Methods 
    Khaing, Nan Ei; Phyu, Sabai (Eighth Local Conference on Parallel and Soft Computing, 2017-12-27)
    Particularly, information retrieval results as documents are typically too extensive. Consequently, a similarity measurement between keywords and index term is essentially performed to facilitate searchers in accessing ...
  • Web Information Retrieval using Ontology for Dress 
    Aung, Nu Wai; Phyu, Sabai (Eighth Local Conference on Parallel and Soft Computing, 2017-12-27)
    Information retrieval (IR) is the area of study concerned with searching documents or information within documents. It is finding or discovery process to obtain relevant web pages from a collection of information ...
  • 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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