UCSY's Research Repository

Browsing by Subject "Machine Learning"

Browsing by Subject "Machine Learning"

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  • 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 ...
  • Cloud Data Center Resource Demand Prediction Model Development on Apache Spark 
    Than, Moh Moh; Thein, Thandar (Seventeenth International Conference on Computer Applications(ICCA 2019), 2019-02-27)
    Dynamic resource allocation in cloud data centers is a challenging problem. Resource prediction is a key feature for on-demand resource planning and efficient resource management of dynamic workload. This requires a ...
  • Cloud Infrastructure Resource Demand Prediction Model Using Parameter Optimization and Feature Selection 
    Myo, Myint Myat; Thein, Thandar (Tenth International Conference On Computer Applications (ICCA 2012), 2012-02-28)
    Cloud computing offer highly scalable, and economical infrastructure for promising heterogeneous platforms and various applications. According to the growing demand nature of cloud infrastructure resources, the cloud ...
  • Detecting P2P Botnets Network Traffic Behaviors Using Feature-Based Learning Techniques 
    Thu, Aye Aye; Mya, Khin Than (Twelfth International Conference On Computer Applications (ICCA 2014), 2014-02-17)
    Botnets have become one of the major threats on the Internet. They are used to generate spam, carry out DDOS (Distributed Denial of Service) attacks and click-fraud, and steal sensitive information. Nowadays, many ...
  • Implementation of focused crawler by using machine learning approach 
    Ye, Yamin Shwe; Soe, Khin Mar (Fifth Local Conference on Parallel and Soft Computing, 2010-12-16)
    The rapid growth of web generated on the internet by millions of users poses many challenges for general purpose search engines (for example, scaling).Typically a general purpose search engine consists of three main ...
  • Lexical Analyzer for Myanmar Language 
    Phyue, Soe Lai (Tenth International Conference On Computer Applications (ICCA 2012), 2012-02-28)
    The lexical analysis within the context of language processing is to connect each word with its corresponding label in a lexicon. However, many words have more than one meaning, ambiguity word, which may make it impossible ...
  • Multi-tier Sentiment Analysis System with Sarcasm Detection: A Big Data Approach 
    Chan, Wint Nyein; Thein, Thandar (Sixteenth International Conferences on Computer Applications(ICCA 2018), 2018-02-22)
    Social Media is one of the generating sources of big data and analyzing social big data can provide the valuable information. For analyzing the social big data in an efficient and timely manner, the traditional analytic ...
  • Myanmar Text Classifier Using Genetic Algorithm 
    Zaw, Thit Thit; Soe, Khin Mar (National Journal of Parallel and Soft Computing, 2019-03)
    Text Classification is the task of automatically assigning a set of documents into certain categories (class or topics) from a predefined set. This also play important role in natural language processing and also ...
  • Sentiment Analysis for Twitter Stream Data by Combining Lexicon and Machine Learning Approaches 
    Chan, Wint Nyein; Thein, Thandar (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-17)
    Nowadays, Twitter Sentiment analysis has become popular as it helps the organization to determine marketing strategy by providing public opinions. Efficient techniques to collect a large amount of Twitter stream data ...
  • Trust Prediction Framework for Social Networking 
    Sint, Hla Sann; Oo, Khine Khine (Seventeenth International Conference on Computer Applications(ICCA 2019), 2019-02-27)
    In today's hyper-connected society, understanding the mechanisms of trust is crucial. Trust issues are critical to solving problems. Trust phenomenon has been extensively explored by a variety of disciplines across the ...

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