Articles

• Diagnosis of Heart Disease Using Optimized Naïve Bayes Algorithm with Particle Swarm Optimization and Gain Ratio

  Anisa Meidina, Zaenal Abidin

  47-54

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• Stock Return Prediction Using Voting Regressor Ensemble Learning

  Ramadhan Ridho Arrohman, Riza Arifudin

  55-63

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• Machine Learning Model Using Extreme Gradient Boosting (XGBoost) Feature Importance and Light Gradient Boosting Machine (LightGBM) to Improve Accurate Prediction of Bankruptcy

  Risma Moulidya Syafei, Devi Ajeng Efrilianda

  64-72

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• Comparison of Probabilistic Neural Network (PNN) and k-Nearest Neighbor (k-NN) Algorithms for Diabetes Classification

  Diah Siti Fatimah Azzahrah, Alamsyah Alamsyah

  73-82

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• Implementation of Convolutional Neural Network Algorithm Using Vgg-16 Architecture for Image Classification in Facial Images

  Renita Arianti Hapsari, Aji Purwinarko

  83-92

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• Sentiment Analysist of the TPKS Law on Twitter Using InSet Lexicon with Multinomial Naïve Bayes and Support Vector Machine Based on Soft Voting

  Salsabila Rahadatul Aisy, Budi Prasetiyo

  93-101

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• Image classification of Human Face Shapes Using Convolutional Neural Network Xception Architecture with Transfer Learning

  Resta Adityatama, Anggyi Trisnawan Putra

  102-109

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