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58  Articles
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Kemajuan teknologi informasi berkembang kearah finansial dalam melakukan prediski. Banyak model algoritma prediksi data keuangan telah dikembangkan. Prediksi kebangkrutan merupakan sesuatu yang sangat penting bagi organisasi atau perusahaan dalam mengambi... see more

Oversampling is a technique to balance the number of data records for each class by generating data with a small number of records in a class, so that the amount is balanced with data with a class with a large number of records. Oversampling in this study... see more

Bank or financial institution is a business entity whose activities are collecting funds from the public in the form of deposits and channeling them to the public in the form of credit and or other forms. In credit financing problems often occur and one o... see more

Pemeriksaan MRI humerus menggunakan body coil sering ditemukan artefak aliasing. Terdapat dua cara untuk menghilangkan artefak aliasing yaitu  dengan pengaturan frequensi encoding direction dan phase oversampling. Tujuan penelitian untuk me... see more

Imbalance data merupakan masalah yang harus diselesaikan pada klasifikasi data mining, karena dapat mengakibatkan menurunnya performa klasifikasi. salah satu cara untuk mengatasi masalah imbalance data adalah dengan metode sampling. metode sampling sendir... see more

Detecting fraud in the healthcare insurance dataset is challenging due to severe class imbalance, where fraud cases are rare compared to non-fraud cases. Various techniques have been applied to address this problem, such as oversampling and undersampling ... see more

Elections are one of the most important democratic processes, giving citizens the right to choose their leaders. In today's digital era, social media is an increasingly important information source influencing public perception. Twitter has been a social ... see more

One of the problems that are often faced by classifier algorithms is related to the problem of imbalanced data. One of the recommended improvement methods at the data level is to balance the number of data in different classes by enlarging the sample to t... see more

Customer opinion is an important aspect in determining the success of a company or service provider. By determining the sentiment of the existing opinion, the company can use it as an evaluation material to improve the quality of the service or product pr... see more

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