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1 - 12 of 12 items

MEWT-Enhanced EEGNet for ASD EEG Classification: Performance Evaluation with k-Fold Cross-Validation

DOI : 10.35882/ijeeemi.v8i1.313
Imam Fathur Rahman (1), Melinda Melinda (2), Yunidar Yunidar (3), Nurlida Basir (4), Aufa Rafiki (5)
(1) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(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) Faculty of Science and Technology, Universiti Sains Islam Malaysia (USIM), Nilai Negeri Sembilan, Malaysia, Malaysia ,
(5) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia
56-69
Abstract : 702
pdf : 358

Comparison Between K-Fold Cross Validation And Percentage Split In Decision Tree Algorithms For Anemia Classification

DOI : 10.35882/ijeeemi.v8i1.315
Nanda Putri Rahmawati (1), Irwan Budiman (2), Muhammad Itqan Mazdadi (3), Andi Farmadi (4), Friska Abadi (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
105-114
Abstract : 741
pdf : 570

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 : 1160
pdf : 528

Data Splitting Strategies for Down Syndrome Facial Classification: A Comparative Study Using EfficientNet-B0 and MobileNetV2

DOI : 10.35882/ijeeemi.v8i3.338
Dzaki Dhiya Ul-Haq (1), Yunidar Yunidar (2), Melinda Melinda (3), Nurlida Basir (4), Rosmawinda Rosmawinda (5)
(1) Department of Electrical Engineering and Computer, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(2) Department of Electrical Engineering and Computer, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(3) Department of Electrical Engineering and Computer, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(4) Faculty of Science and Technology, Universiti Sains Islam Malaysia (USIM), Nilai Negeri Sembilan, Malaysia, Malaysia ,
(5) Department of Electrical Engineering and Computer, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia
299-316
Abstract : 216
pdf : 192

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 : 973
pdf : 636

Depression Level Classification Using Compact Cross-Domain Feature Engineering on Sleep, Physical Activity, and Demographic Data

DOI : 10.35882/ijeeemi.v8i3.356
Nila Yoga Tama Nurwati (1), Fatma Indriani (2), Friska Abadi (3), Dodon Turianto Nugrahadi (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
335-351
Abstract : 55
pdf : 86

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 : 57
pdf : 62

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 : 1629
pdf : 707

Classification of brain tumor based on shape and texture features and machine learning

DOI : 10.35882/27236g49
M. Alfi Rizki (1), Mohammad Reza Faisal (2), Andi Farmadi (3), Triando Hamonangan Saragih (4), Dodon Turianto Nugrahadi (5), Adam Mukharil Bachtiar (6), Ryan Rhiveldi Keswani (7)
(1) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, South Kalimantan, Indonesia, Indonesia ,
(2) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, South Kalimantan, Indonesia, Indonesia ,
(3) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, South Kalimantan, 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 Informatics, Universitas Komputer Indonesia, Bandung, Jawa Barat, Indonesia; School of Knowledge Science, Japan Advanced Institute of Science and Technology, Nomi Shi, Ishikawa, Japan, Japan ,
(7) Department of Neurosurgery, Indonesia Brain Center Hospital, Jakarta, Indonesia, Indonesia
240-251
Abstract : 1142
pdf : 317

Metaheuristic-Based Hyperparameter Optimization Analysis of Deep Neural Network for Cross-Project Defect Prediction in Mobile Applications

DOI : 10.35882/ijeeemi.v8i2.340
Maulana Abdul Rahman (1), Rudy Herteno (2), Radityo Adi Nugroho (3), Friska Abadi (4), Setyo Wahyu Saputro (5)
(1) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia , 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
248-261
Abstract : 304
pdf : 207

A Deep Learning Application Built with Tkinter for Waste Recycling and Recommending Solutions

DOI : 10.35882/j3hrme70
Biplov Paneru (1), Bishwash Paneru (2), Ramhari Poudyal (3), Krishna Bikram Shah (4), Khem Narayan Poudyal (5)
(1) Department of Electronics & Communication Engineering, Nepal Engineering College Pokhara University, Nepal ,
(2) Department of Applied Science Engineering, Tribhuvan University, Nepal, Nepal ,
(3) Department of Electrical Engineering, Purbanchal University, Nepal, Nepal ,
(4) Department of Computer Science and Engineering, Nepal Engineering College Pokhara University, Nepal, Nepal ,
(5) Department of Applied Science Engineering, Tribhuvan University, Nepal, Nepal
Abstract : 653
pdf : 614

Detection of Indonesian Hoax Content about COVID-19 Vaccine using Naive Bayes Multinomial Method

DOI : 10.35882/ijeeemi.v5i1.166
Annisa Puspa Kirana (1), Gunawan Budi Prasetyo (2), Ela Widya Lestari (3)
(1) Information Technology Department, State Polytechnic of Malang, Indonesia , Indonesia ,
(2) Information Technology Department, State Polytechnic of Malang, Indonesia , Indonesia ,
(3) Information Technology Department, State Polytechnic of Malang, Indonesia , Indonesia
13-19
Abstract : 611
pdf : 423
1 - 12 of 12 items