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Enhancing Imbalanced Data Handling Using MWMOTE and K-Means Clustering

DOI : 10.35882/ijeeemi.v7i2.69
Meida Cahyo Untoro (1)
(1) Institut Teknologi Sumatera, Indonesia
358-369
Abstract : 1085
pdf : 744

Generating Synthetic B-Mode Fetal Ultrasound Images Using CycleGAN-Based Deep Learning

DOI : 10.35882/ijeeemi.v8i1.282
Fajar Astuti Hermawati (1), Bagus Hardiansyah (2), Andrianto Andrianto (3)
(1) Department of Informatics, Universitas 17 Agustus 1945 Surabaya, Surabaya, Indonesia , Indonesia ,
(2) Department of Robotics and Artificial Intelligence, Universitas 17 Agustus 1945 Surabaya, Surabaya, Indonesia, Indonesia ,
(3) Department of Informatics, Universitas 17 Agustus 1945 Surabaya, Surabaya, Indonesia, Indonesia
70-79
Abstract : 1241
pdf : 1035

Optimization of Random Forest for Outpatient Cancellation Prediction Using PSO and Behavioral Feature Engineering

DOI : 10.35882/ijeeemi.v8i3.348
Azmi Abiyyu Dzaky (1), Farrikh Alzami (2), Pujiono Pujiono (3)
(1) Department Informatics and Engineering, Faculty of Science, Universitas Dian Nuswantoro, Semarang, Indonesia, Indonesia ,
(2) Department Informatics and Engineering, Faculty of Science, Universitas Dian Nuswantoro, Semarang, Indonesia, Indonesia ,
(3) Department Informatics and Engineering, Faculty of Science, Universitas Dian Nuswantoro, Semarang, Indonesia, Indonesia
317-334
Abstract : 196
pdf : 356

Implementation of the Wasserstein Generative Adversarial Network with Gradient Penalty (WGAN-GP) Method to Address Class Imbalance in Alzheimer’s Disease Magnetic Resonance Imaging (MRI) Datasets

DOI : 10.35882/ijeeemi.v7i3.109
Muhammad Faiq Alamudin (1), Muhammad Itqan Mazdadi (2), Radityo Adi Nugroho (3), Triando Hamonangan Saragih (4), Muliadi Muliadi (5), Vijay Anant Athavale (6)
(1) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(2) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(3) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(4) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(5) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(6) Walchand Institute of Technology, Solapur, India, India
526-538
Abstract : 1653
pdf : 1749
1 - 4 of 4 items