UCSY's Research Repository

Browsing by Subject "Genetic Algorithm"

Browsing by Subject "Genetic Algorithm"

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  • Artificial Neural Network Based on Genetic Algorithm for Medical data diagnosis 
    Thandar, Aye Mya; Khaing, Myo Kay (Eleventh International Conference On Computer Applications (ICCA 2013), 2013-02-26)
    Artificial neural networks (ANNs) are new technology emerged from approximate simulation of human brain and they have been successfully applied in many fields. Many researchers have tried to achieve optimal or near-optimal ...
  • Handwriting Digit Recognition Using Genetic Algorithm 
    Myint, Nan San San; Thwin, Khin Lay (Fifth Local Conference on Parallel and Soft Computing, 2010-12-16)
    Handwriting digit recognition is a challenging problem researchers had been research into this area for so long especially in the recent years. In this paper, this system used to recognize the handwritten digits of Kayin ...
  • Hybrid learning of wrapper and embedded method for feature selection of medical data 
    Thandar, Aye Mya (Ninth International Conference On Computer Applications (ICCA 2011), 2011-05-05)
    Several recent machine learning publications demonstrate the utility of using feature selection algorithms in many learning. Feature selection helps to acquire better understanding about the data by telling which the ...
  • 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 ...
  • Neural Network Learning Enhancement using Island Model based Differential Evolution Algorithm 
    Tun, Khin Mo Mo; Thein, Htet Thazin Tike (Twelfth International Conference On Computer Applications (ICCA 2014), 2014-02-17)
    Classification is a machine learning technique used to predict group membership for data instances. To simplify the problem of classification neural networks are being introduced. In this paper, the adaptation of network ...
  • Optimization of Profit for Liquefied Petroleum Gas Extraction Plant by using Simplex and Genetic Algorithm 
    Wutyi, Khaing Shwe (Ninth International Conference On Computer Applications (ICCA 2011), 2011-05-05)
    Linear Programming (LP) is a class of mathematical programming models concerned with the efficient allocation of limited resources to specified activities with the objective of meeting a desired goal. Linear ...
  • Scaling up the Naive Bayesian Classifier using Genetic and Decision Tree for feature selection 
    Thandar, Aye Mya (Fifth Local Conference on Parallel and Soft Computing, 2010-12-16)
    This paper aims to scale up the Naïve Bayesian Classifier using Genetic and Decision Tree for feature selection. The main reason is to predict patient's breast cancer result based on their diagnosis using this scaled ...

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