Articles

• Optimization of Classification Accuracy Using K-Means and Genetic Algorithm by Integrating C4.5 Algorithm for Diagnosis Breast Cancer Disease

  Fachrizal Ahdy Andoyo, Riza Arifudin

  1-8

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• Accuracy Enhancement in Early Detection of Breast Cancer on Mammogram Images with Convolutional Neural Network (CNN) Methods using Data Augmentation and Transfer Learning

  Arief Broto Susilo, Endang Sugiharti

  9-16

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• Diagnosis Using Brain Tumors Two-Dimensional Principal Component Analysis (2D-PCA) with K-nearest Neighbor (KNN) Classification Algorithm

  Ahmad Warsun, Anggyi Trisnawan Putra

  17-24

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• Optimization of the C4.5 Algorithm by Using a Genetic Algorithm for the Diagnosis of Life Expectancy for Hepatitis Patients

  Margareta Ayu Riantik, Riza Arifudin

  25-32

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• Implementation of Expert System to Diagnose Pregnancy Disorders using Fuzzy Expert System Method

  Septyana Putri, Alamsyah Alamsyah, Isa Akhlis

  33-42

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• The Improvement of C4.5 Algorithm Accuracy in Predicting Forest Fires Using Discretization and AdaBoost

  Tomi Bagus Nugroho, Endang Sugiharti

  43-52

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• Comparative Analysis of IPv4 and IPv6 OpenVPN Protocol Performance Based on QoS Parameters

  Pradistia Edo Kristianto, Anggyi Trisnawan Putra

  53-60

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• Comparison of Forecasting Using Fuzzy Time Series Chen Model and Lee Model to Foreign Exchange in EUR/USD and GBP/USD

  Syehudin Syehudin, Anggyi Trisnawan Putra

  61-66

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• Classification of Movie Review Sentiment Analysis Using Chi-Square and Multinomial Naïve Bayes with Adaptive Boosting

  Muhamad Biki Hamzah

  67-74

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