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1 - 14 of 14 items

Bitcoin Mining Hardware Profitability Prediction Using Categorical Boosting and Extreme Gradient Boosting Algorithms

DOI : 10.35882/9xb2dz14
Dimas Satria Prayoga (1), Anggraini Puspita Sari (2), Achmad Junaidi (3)
(1) Department of Informatics, Faculty of Computer Science, UPN “Veteran” Jawa Timur, Surabaya, Indonesia, Indonesia ,
(2) Department of Informatics Engineering, Faculty of Computer Science, UPN “Veteran” Jawa Timur, Surabaya, Indonesia, Indonesia ,
(3) Department of Informatics Engineering, Faculty of Computer Science, UPN “Veteran” Jawa Timur, Surabaya, Indonesia, Indonesia
167-177
Abstract : 1303
pdf : 895

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

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

An Empirical Study of Cross-Project and Within-Project Performance in Software Defect Prediction Models Using Tree-Based and Boosting Classifiers

DOI : 10.35882/ijeeemi.v7i3.95
Raidra Zeniananto (1), Rudy Herteno (2), Radityo Adi Nugroho (3), Andi Farmadi (4), Setyo Wahyu Saputro (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
514-525
Abstract : 1002
pdf : 1500

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

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

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

Combinations of Optimization Method and Balancing Technique in Hypertension Classification with Machine Learning

DOI : 10.35882/ijeeemi.v7i2.86
Natalia Intan Suryani Lu'o (1), Daniel Febrian Sengkey (2), Victor Florencia Ferdinand Joseph (3)
(1) Department of Electrical Engineering, Faculty of Engineering, Universitas Sam Ratulangi, Manado, Indonesia, Indonesia ,
(2) Department of Electrical Engineering, Faculty of Engineering, Universitas Sam Ratulangi, Indonesia ,
(3) Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Sam Ratulangi, Manado, Indonesia, Indonesia
387-400
Abstract : 1194
pdf : 872

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

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

Hyperparameter optimization of breast ultrasound image classification models using ant colony optimization based on texture features

DOI : 10.35882/ijeeemi.v7i4.266
Ahmad Fauzi (1), Lukmanda Evan Lubis (2), Raju Wandira (3), Syarto Musthofa (4)
(1) Information Systems Study Program, UIN Imam Bonjol Padang, Padang, Indonesia, Indonesia ,
(2) Departement of Physics, Universitas Indonesia, Depok, Indonesia, Indonesia ,
(3) Information Systems Study Program, UIN Imam Bonjol Padang, Padang, Indonesia, Indonesia ,
(4) Mathematics Study Program, UIN Imam Bonjol Padang, Padang, Indonesia, Indonesia
673-686
Abstract : 1334
pdf : 669

Design and Implementation of an Organic and Inorganic Waste Detection System Using Capacitive, Inductive, and LDR Sensors with Rule-Based Classification

DOI : 10.35882/ijeeemi.v7i4.133
Diyah Widiyasari (1), Husneni Mukhtar (2), Willy Anugrah Cahyadi (3), Adhi Dharma Surya Wijaya (4)
(1) Electrical Engineering Study Program, School of Electrical Engineering, Telkom University, Bandung, Indonesia , Indonesia ,
(2) Electrical Engineering Study Program, School of Electrical Engineering, Telkom University, Bandung, Indonesia , Indonesia ,
(3) Electrical Engineering Study Program, School of Electrical Engineering, Telkom University, Bandung, Indonesia , Indonesia ,
(4) Electrical Engineering Study Program, School of Electrical Engineering, Telkom University, Bandung, Indonesia , Indonesia
605-618
Abstract : 1005
pdf : 1098

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 : 1620
pdf : 1718
1 - 14 of 14 items