UCSY's Research Repository

Browsing by Subject "Classification"

Browsing by Subject "Classification"

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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 ...
  • Classification of Import Market by using CART Algorithm 
    Pearl; Aung, Wint Thinzar (Fifth Local Conference on Parallel and Soft Computing, 2010-12-16)
    The goal of this paper is to classify Import Market data to support the decision makers for Import Market. The main task performed in this system is used Classification and Regression Tree (CART) Algorithm. In this paper, ...
  • Classification of Publication Papers by Using K-nearest Neighbor Algorithm 
    Tun, May Zin (Fourth Local Conference on Parallel and Soft Computing, 2009-12-30)
    Classification is a data mining or machine learning technique used to predict group membership for data instances. Several major kinds of classification method including decision tree induction method, Bayesian networks ...
  • Comparison of Classification Methods on Software Defect Data Sets 
    San, Hnin Yi; Oo, Khine Khine (National Journal of Parallel and Soft Computing, 2019-03)
    Nowadays it is difficult for us to imagine a life without devices that is controlled by software. Software quality prediction is the important process of software development processes. It is a process of utilizing software ...
  • Decision in Planning Ceremony Using Decision Tree 
    Sin, Yi Mon Shwe; Thein, Thin Lai Lai (Fourth Local Conference on Parallel and Soft Computing, 2009-12-30)
    This paper implements the planning ceremony by using decision tree induction algorithm. Nowadays, ceremonies are held by many people in various form such as wedding, birthday, promotions, award and so on. Since there are ...
  • Defining User Knowledge Level by Using Decision Tree Induction Approach 
    Zin, Po Po; Aye, Hnin Hnin (Fifth Local Conference on Parallel and Soft Computing, 2010-12-16)
    This paper describes the method to classify user’s knowledge level using decision tree induction. Decision trees can easily be converted to classification rules by using decision tree induction. This system is to estimate ...
  • Developing Decision Making System to Classify Pests of Paddy Infesting 
    Aung, Su Mon; Htwe, Tin Tin (Fourth Local Conference on Parallel and Soft Computing, 2009-12-30)
    Decision tree learning algorithms have been successfully used in knowledge discovery. These algorithms use induction in order to provide an appropriate classification of objects in terms of their attributes, inferring ...
  • Developing Decision Tree Using ID3 for Depression Testing 
    Aye, Theingi; Phyu, Aye Lei Lei (Fifth Local Conference on Parallel and Soft Computing, 2010-12-16)
    Data classification is the process of building a model from available data called the training dataset and classifying object according to their attributes. A derived model may be represented in various forms, such as ...
  • Diagnosis of Hypothyroid Disease by Using Decision Tree Induction 
    Htut, May Zin; Win, Thin Zar (Fourth Local Conference on Parallel and Soft Computing, 2009-12-30)
    Data mining is the process of discovering useful information underlying the data. Powerful techniques are needed to extract patterns from large data because traditional statistical tools are efficient enough any more. ...
  • Implementation of Classification Rules Mining by Using Decision Tree Induction for Decision Making System 
    Ei, Phyo Phyo; Renu; Myint, Nilar (Fourth Local Conference on Parallel and Soft Computing, 2009-12-30)
    In many areas, large quantities of data are generated and collected everyday, such as supermarket, business, astronomy, geography, phone call records etc. These data arrive too fast to be analyzed or mined in time. The ...
  • Implementation of Classification System for Dry Zone Plantation Based on ID3 Algorithm 
    Hlaing, Thazin (Fourth Local Conference on Parallel and Soft Computing, 2009-12-30)
    Classification is data analysis process that can be used to extract models describing important data classes or predict future data. Classification of large data sets is an important data mining problem. Decision tree, ...
  • Implementation of Course Recommendation System based on Students’ Course Selection Records 
    Naing, Le Mun; Hlaing, Swe Zin (Fourth Local Conference on Parallel and Soft Computing, 2009-12-30)
    A course recommendation system is used to provide students some suggestions when choosing courses for online. Within courses, the most appropriate courses then are able to find out for making suggestions to students. ...
  • Land Cover Classification and Change Analysis of the City Area and its Vicinity 
    Myint, Aye Aye; Min, Myat Myat (Sixteenth International Conferences on Computer Applications(ICCA 2018), 2018-02-22)
    Land cover/use change detection is an important component for better understanding the interactions of the human activities with the environment and necessary to simulate environmental changes. This study investigates land ...
  • Suggestion System for Matriculation Exam Result using Decision Tree Induction 
    Khaing, Khwar Nyo; Yee, Myint Myint (Fifth Local Conference on Parallel and Soft Computing, 2010-12-16)
    This paper implements suggestion for matriculation examination result using decision tree induction algorithm. To be a well-developed human society, there must not be a great gap among the youths and so it is very necessary ...

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