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Improving Diabetes Prediction Using Feedforward Neural Network with Adam Optimization and SMOTE Technique

Arizha Wijaya Kusuma ⁽¹⁾, Muhammad Itqan Mazdadi ⁽²⁾, Dwi Kartini ⁽³⁾, Andi Farmadi ⁽⁴⁾, Fatma Indriani ⁽⁵⁾, Chandrasekaran P. ⁽⁶⁾

(1) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,

(2) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,

(3) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,

(4) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,

(5) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,

(6) K.S. Rangasamy College of Arts and Science (Autonomous), Tiruchengode, India, India

539-548

Abstract : 1157

pdf : 416

Sayed Muchallil ⁽¹⁾, Maya Fitria ⁽²⁾, Ridha Arrahman ⁽³⁾, Khairun Saddami ⁽⁴⁾

(1) Department of Informatics, University of Oslo, Oslo, Norway, Norway ,

(2) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,

(3) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,

(4) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia

501-513

Abstract : 1044

pdf : 408

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