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IMPLEMENTASI ALGORITMA ITERATIVE DICHOTOMIZER THREE (ID3) PADA FUZZY DECISION…
Heart disease is one of the diseases with high mortality rates worldwide. The fuzzy decision tree method was chosen for its ability to handle uncertainty and the complexity of medical data, while the ID3 algorithm is used to select the best attribute at each decision tree node based on information gain. The data used includes medical information related to risk factors for heart disease, such a…
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- xiv, 58 hlm.; ilus.; 29 cm
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- T1535012024
ANALISIS FORENSIK MOBILE-TROJAN METASPLOIT DENGAN MACHINE LEARNING (DECISION …
The rapid development of mobile technology has opened the door to new advantages in terms of connectivity and productivity. However, its impact on security is becoming increasingly significant, especially with regard to malware attacks on mobile devices. This threat brings serious risks to the confidentiality and integrity of user data. In this research, the malware that will be the object of r…
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- xvi, 63 hlm.; ilus.; 29 cm
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- T1500322024
PERBANDINGAN METODE DECISION TREE (C4.5) DAN K-NEAREST NEIGHBOR UNTUK KLASIFI…
Timely graduation is one of the indicators of student success in obtaining a bachelor's degree. However, in reality, students do not always complete their studies within four years due to many factors influencing the duration of their studies. Timely graduation is also one of the components used to measure the quality of higher education institutions. To address this issue, a system is needed t…
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- xiv, VI-2 hlm.; ilus.; tab.; 28 cm
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- T1494452024
KLASIFIKASI KEKASARAN PERMUKAAN PROSES FACE MILLING CNC PADA BAJA S45C MENGGU…
Kekasaran permukaan adalah salah satu parameter kualitas yang sangat penting dalam proses manufaktur, khususnya dalam pemesinan CNC. Kekasaran permukaan dapat mempengaruhi kinerja dan umur pakai komponen mekanis, serta estetika produk akhir. Oleh karena itu, pemahaman dan kontrol kekasaran permukaan menjadi esensial dalam proses pemesinan. Studi ini fokus pada klasifikasi kekasaran permukaan da…
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- xv, 56 hlm.; ilus.; tab.; 29 cm
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- T1472652024
OPTIMASI ALGORITMA DECISION TREE MENGGUNAKAN METODE ARTIFICIAL BEE COLONY UNT…
Diabetes is a long-term or chronic disease. Diabetes can attack anyone and under any conditions and will continue for a lifetime. In reality, most diabetes is predicted too late, causing complications with other diseases which will ultimately lead to death. This system is expected to be able to alert the risk of complications in diabetes patients in the future. Extract knowledge from diabetes d…
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- xvii, VI-2 hlm.; ilus.; tab.; 28 cm
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- T1494492024
MEMPREDIKSI RISIKO PENYAKIT JANTUNG MENGGUNAKAN METODE DECISION TREE DENGAN V…
According to data from the World Health Organization (WHO) in 2015, more than 17 million people worldwide died from heart and blood vessel disease, which is the highest death rate in the world. Heart disease occurs due to narrowing and obstruction of blood vessels so that the supply of oxygen and nutrients to the heart is reduced. If symptoms of heart disease are known, anticipation can be done…
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- xv, 57 hlm,: ilus.; 29 cm
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- T412802021
VALIDASI SILANG PENGELOMPOKKAN JENIS KALENG MENGGUNAKAN METODE DECISION TREE
Cans are storage places for food and non-food items made of aluminum. Canned waste is difficult to decompose on the ground so that a recycling process needs to be carried out so that it does not cause problems for the environment. The process of grouping the cans is the initial process in recycling. This study classifies cans based on RGB images using the Decision Tree. The decision tree explai…
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- xv, 38 hlm,; Ilus.; 29 cm
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- T411412021
Rancang bangun perangkat lunak untuk memprediksi customer churn dengan pend…
Industri telekomunikasi merupakan salah satu industri yang berkembang pesat dan mengalami transformasi radikal. Salah satu sektor telekomunikasi yang mengalami transformasi tersebut adalah saluran telepon. PT Sampoerna Telekomunikasi Indonesia (STI) Ceria merupakan salah satu provider telekomunikasi resmi di Indonesia yang menyediakan produk business solution untuk menghemat biaya saluran telep…
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- xvi, 106 hlm. : ilus.
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Analisis faktor risiko klaim asuransi kendaraan menggunakan algoritma C4.5 st…
Bisnis asuransi adalah bisnis yang menawarkan kenyamanan kepada konsumen berupa proteksi dan kepastian. Salah satu domain produk asuransi yang cukup menjanjikan adalah asuransi kendaraan bermotor. Banyaknya jumlah kendaraan yang beredar dan risiko yang menyertainya ini memberikan peluang untuk mendapatkan keuntungan yang lebih besar dari penjualan polis asuransi. Namun risiko mengalami kerugian…
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- xivi, 110 hlm. : ilus.
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- 004.005.107 fra a 2014
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