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Convolutional Kolmogorov-Arnold Network for Pneumonia Detection in Medical Image Analysis

DOI : 10.35882/ijeeemi.v7i3.106
Riechie Riechie (1), Vira Jessica (2), Matthew Kurniawan (3), Feliks Victor Parningotan Samosir (4)
(1) Mathematics Department, Faculty of Science and Technology (FaST), Universitas Pelita Harapan, Tangerang, Indonesia, Indonesia ,
(2) Mathematics Department, Faculty of Science and Technology (FaST), Universitas Pelita Harapan, Tangerang, Indonesia, Indonesia ,
(3) Informatics Department, Faculty of Information Technology (FIT), Universitas Pelita Harapan, Tangerang, Indonesia, Indonesia ,
(4) Informatics Department, Faculty of Information Technology (FIT), Universitas Pelita Harapan, Tangerang, Indonesia, Indonesia
475-487
Abstract : 1699
pdf : 1115

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

DOI : 10.35882/ijeeemi.v7i3.127
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 : 1291
pdf : 864

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 : 1073
pdf : 726

A Two-Stage Hybrid Oversampling and Ensemble Learning Framework for Improved Type 2 Diabetes Mellitus Classification

DOI : 10.35882/ijeeemi.v8i2.308
Siti Fatimah Nurdiah Permatasari (1), Ermatita Ermatita (2)
(1) Department of Computer Science, Universitas Sriwijaya, Palembang, Indonesia , Indonesia ,
(2) Department of Computer Science, Universitas Sriwijaya, Palembang, Indonesia , Indonesia
202-217
Abstract : 432
pdf : 391

Hybrid Feature Selection and Balancing Data Approach for Improved Software Defect Prediction

DOI : 10.35882/ijeeemi.v7i2.67
Muhamad Michael Febrian (1), Setyo Wahyu Saputro (2), Triando Hamonangan Saragih (3), Friska Abadi (4), Rudy Herteno (5)
(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
232-244
Abstract : 3340
pdf : 1232

Effectiveness of SMOTE in Enhancing Adult Autism Spectrum Disorder Diagnosis Predictive Performance With Missforest Imputation And Random Forest

DOI : 10.35882/ijeeemi.v7i2.66
Muhammad Hafizh Musyaffa (1), Triando Hamonangan Saragih (2), Dodon Turianto Nugrahadi (3), Dwi Kartini (4), Andi Farmadi (5)
(1) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan,Indonesia, Indonesia ,
(2) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan,Indonesia, Indonesia ,
(3) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,
(4) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan,Indonesia, Indonesia ,
(5) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan,Indonesia, Indonesia
270-280
Abstract : 1696
pdf : 1125

Comparative Evaluation of TabKANet with Oversampling and Feature Selection Ablation for Software Defect Prediction

DOI : 10.35882/ijeeemi.v8i3.351
Muhammad Faza Azhiman Saputra (1), Setyo Wahyu Saputro (2), Mohammad Reza Faisal (3), Radityo Adi Nugroho (4), Andi Farmadi (5)
(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
351-364
Abstract : 106
pdf : 213

Enhancing Software Defect Prediction: HHO-Based Wrapper Feature Selection with Ensemble Methods

DOI : 10.35882/f2140043
Achmad Fauzan Luthfi (1), Rudy Herteno (2), Friska Abadi (3), Radityo Adi Nugroho (4), Muhammad Itqan Mazdadi (5), Vijay Anant Athavale (6)
(1) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,
(2) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,
(3) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,
(4) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,
(5) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,
(6) Department of Computer Science and Engineering, Walchand Institute of Technology, Solapur, Maharashtra, India, India
188-202
Abstract : 1588
pdf : 1047

The Effect of Smote-Tomek on the Classification of Chronic Diseases Based on Health and Lifestyle Data

DOI : 10.35882/ijeeemi.v8i1.324
Muhammad Adika Riswanda (1), Friska Abadi (2), Muhammad Itqan Mazdadi (3), Mohammad Reza Faisal (4), Rudy Herteno (5)
(1) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,
(2) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,
(3) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,
(4) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia ,
(5) Department of Computer Science, Lambung Mangkurat University, Kalimantan Selatan, Indonesia, Indonesia
130-140
Abstract : 650
pdf : 678

Evaluation of the Impact of SMOTEENN on Monkeypox Case Classification Performance Using Boosting Algorithms

DOI : 10.35882/ijeeemi.v7i2.77
Laifansan Siena (1), Triando Hamonangan Saragih (2), Radityo Adi Nugroho (3), Dwi Kartini (4), Muliadi (5), Wahyu Caesarendra (6)
(1) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(2) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(3) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(4) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(5) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(6) Department of Mechanical and Mechatronics Engineering, Faculty of Engineering and Science, Curtin University Malaysia, Sarawak, Malaysia, Malaysia
203-220
Abstract : 1898
pdf : 1196
1 - 10 of 10 items