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1 - 14 of 14 items

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

Application of Adaboost Algorithm with SMOTE and Optuna Techniques in Sleep Disorder Classification

DOI : 10.35882/ijeeemi.v7i2.99
Muhammad Naufal Anshory (1), Muhammad Itqan Mazdadi (2), Triando Hamonangan Saragih (3), Irwan Budiman (4), Setyo Wahyu Saputro (5)
(1) Universitas Lambung Mangkurat, Indonesia ,
(2) Universitas Lambung Mangkurat, Indonesia ,
(3) Universitas Lambung Mangkurat, Indonesia ,
(4) Universitas Lambung Mangkurat, Indonesia ,
(5) Universitas Lambung Mangkurat, Indonesia
415-426
Abstract : 1310
pdf : 890

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

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

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

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

Diabetes Detection Using Extreme Gradient Boosting (XGBoost) with Hyperparameter Tuning

DOI : 10.35882/qr3hw926
Devi Aprilya Dinanthi (1), Elisa Ramadanti (2), Christian Sri Kusuma Aditya (3), Didih Rizki Chandranegara (4)
(1) Informatics Study Program, Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia, Indonesia ,
(2) Informatics Study Program, Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia, Indonesia ,
(3) Informatics Study Program, Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia, Indonesia ,
(4) Informatics Study Program, Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia, Indonesia
Abstract : 727
pdf : 652

Optimizing Categorical Boosting Model with Optuna for Anti-Tuberculosis Drugs Classification

DOI : 10.35882/ijeeemi.ijeeemi.v7i2.92
Yosua Satria Bara Harmoni (1), Kartika Maulida Hindrayani (2), Dwi Arman Prasetya (3)
(1) Universitas Pembangunan Nasional Veteran Jawa Timur, Indonesia ,
(2) Universitas Pembangunan Nasional Veteran Jawa Timur, Indonesia ,
(3) Universitas Pembangunan Nasional Veteran Jawa Timur, Indonesia
401-414
Abstract : 1141
pdf : 2353

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

The Impactness of SMOTE as Imbalance Class Handling for Myocardial Infarction Complication Classification using Machine Learning Approach with Data Imputation and Hyperparameter

DOI : 10.35882/ijeeemi.v6i4.13
Ahmad Tajali (1), Triando Hamonangan Saragih (2), Muhammad Itqan Mazdadi (3), Irwan Budiman (4), Andi Farmadi (5)
(1) Lambung Mangkurat University, 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
227-239
Abstract : 1797
pdf : 1017

An Explainable XGBoost Framework for Mortality Prediction in People Living with HIV Receiving Antiretroviral Therapy

DOI : 10.35882/ijeeemi.v8i3.383
Ni Putu Likayuni Viona (1), Ngakan Nyoman Kutha Krisnawijaya (2), Desak Nyoman Widyanthini (3)
(1) Department of Information Technology, Faculty of Engineering and Informatics, Universitas Pendidikan Nasional, Denpasar, Bali, Indonesia, Indonesia ,
(2) Department of Information Technology, Faculty of Engineering and Informatics, Universitas Pendidikan Nasional, Denpasar, Bali, Indonesia, Indonesia ,
(3) Department of Public Health and Preventive Medicine, Faculty of Medicine, Udayana University, Bali, Indonesia, Indonesia
405-430
Abstract : 64
pdf : 202

Machine Learning Implementation for Sentiment Analysis on X/Twitter: Case Study of Class Of Champions Event in Indonesia

DOI : 10.35882/ijeeemi.v7i2.81
Rini Hafizah (1), Triando Hamonangan Saragih (2), Muliadi Muliadi (3), Fatma Indriani (4), Muhammad Itqan Mazdadi (5)
(1) Lambung Mangkurat University, Indonesia ,
(2) Lambung Mangkurat University, Indonesia ,
(3) Lambung Mangkurat University, Indonesia ,
(4) Lambung Mangkurat University, Indonesia ,
(5) Lambung Mangkurat University, Indonesia
370-386
Abstract : 2276
pdf : 2003

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 : 180
pdf : 340
1 - 14 of 14 items