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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 : 1674
pdf : 1019

Autism EEG Signal Pre-Processing: Performance Evaluation of MS-ICA and Butterworth Filter

DOI : 10.35882/ijeeemi.v7i3.107
Muhammad Mirza Rahmat (1), Yudha Nurdin (2), Melinda Melinda (3), Yuwaldi Away (4), Muhammad Irhamsyah (5), W. K Wong (6)
(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) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(5) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(6) Department of Electrical and Computer engineering, Faculty of Engineering and sciences. Curtin University Malaysia, Sarawak, Malaysia, Malaysia
488-500
Abstract : 1100
pdf : 1046

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 : 723
pdf : 634

Implementation of Vision Transformer for Early Detection of Autism Based on EEG Signal Heatmap Visualization

DOI : 10.35882/40n05b64
Aufa Rafiki (1), Melinda Melinda (2), Maulisa Oktiana (3), Ernita Dewi Meutia (4), Afnan Afnan (5), Mulyadi Mulyadi (6), Lailatul Qadri Zakaria (7)
(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) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(5) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(6) Department of Doctoral Engineering Study Program, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(7) Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia, Malaysia
102-112
Abstract : 1241
pdf : 1220

Thermal Image Classification of Autistic Children Using Res-Net Architecture

DOI : 10.35882/365fkd59
Ahmadiar Ahmadiar (1), Melinda Melinda (2), Zharifah Muthiah (3), Zulfan Zainal (4), Muharratul Mina Rizky (5)
(1) Universitas Syiah Kuala, Indonesia ,
(2) Universitas Syiah kuala, Indonesia ,
(3) Universitas Syiah Kuala, Indonesia ,
(4) Universitas Serambi Mekah, Indonesia ,
(5) Universitas Syiah Kuala, Indonesia
1-10
Abstract : 1329
pdf : 763

Performance Comparison of Variational Mode Decomposition and Butterworth in Processing EEG Signals of Autism Patients

DOI : 10.35882/ijeeemi.v7i3.105
Surya Wardana (1), Melinda Melinda (2), Rizka Ramdhana (3), Yunidar Yunidar (4), Yuwaldi Away (5), Nurlida Basir (6)
(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) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(5) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(6) Faculty of Science and Technology, Universiti Sains Islam Malaysia (USIM), 71800 Nilai Negeri Sembilan, Malaysia, Malaysia
461-474
Abstract : 932
pdf : 1388
1 - 6 of 6 items