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1 - 25 of 25 items

The Evolution of Weather-Based Deep Learning in Smart Irrigation: A Systematic Review of Sustainable Approaches and Perspectives

DOI : 10.35882/ijeeemi.v8i1.285
Andri Ulus Rahayu Rahayu (1), Linawati Linawati (2), Nyoman Purta Sastra (3), Ida Bagus Gede Manuaba (4)
(1) Department of Electrical Engineering, Faculty of Engineering, Siliwangi University, Tasikmalaya, Indonesia, Indonesia ,
(2) Department of Electrical Engineering, Faculty of Engineering, Udayana University, Bali, Indonesia, Indonesia ,
(3) Department of Electrical Engineering, Faculty of Engineering, Udayana University, Bali, Indonesia, Indonesia ,
(4) Department of Electrical Engineering, Faculty of Engineering, Udayana University, Bali, Indonesia, Indonesia
141-160
Abstract : 536
pdf : 1003

Classification Of Cyber Attack And Anomaly In Web Server Using Transformer and Transfer Learning

DOI : 10.35882/ijeeemi.v7i4.119
Edi Dwi Prasetyo (1), Basuki Rahmat (2), Anggraini Puspita Sari (3)
(1) Master of Information Technology, Universitas Pembangunan Nasional “Veteran” Jawa Timur, Surabaya, Indonesia, Indonesia ,
(2) Master of Information Technology, Universitas Pembangunan Nasional “Veteran” Jawa Timur, Surabaya, Indonesia, Indonesia ,
(3) Master of Information Technology, Universitas Pembangunan Nasional “Veteran” Jawa Timur, Surabaya, Indonesia, Indonesia
713-723
Abstract : 1175
pdf : 1358

The Role of U-Net Segmentation for Enhancing Deep Learning-based Dental Caries Classification

DOI : 10.35882/ijeeemi.v7i2.75
Muhammad Keysha Al Yassar (1), Maya Fitria (2), Maulisa Oktiana (3), Muhammad Aditya Yufnanda (4), Khairun Saddami (5), Kahlil Muchtar (6), Teuku Reza Auliandra Isma (7)
(1) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Indonesia ,
(2) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Indonesia ,
(3) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Indonesia ,
(4) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Indonesia ,
(5) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Indonesia ,
(6) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Indonesia ,
(7) Institute of Automation, University of Rostock, Germany, Germany
253-269
Abstract : 2383
pdf : 1257

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 : 1713
pdf : 1158

EEG-Based Emotion Classification in Response to Humorous, Sad, and Fearful Video Stimuli Using LSTM Networks: A Comparative Study with Classical Machine Learning Models

DOI : 10.35882/ijeeemi.v7i2.100
Muhamad Agung Suhendra (1), Tedi Sumardi (2), Iqbal Robiyana (3), Nurizati Nurizati (4)
(1) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia; Cognitive Science, Instrumentation and Control (CIC) Laboratory, Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia, Indonesia ,
(2) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia; Cognitive Science, Instrumentation and Control (CIC) Laboratory, Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia, Indonesia ,
(3) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia; Cognitive Science, Instrumentation and Control (CIC) Laboratory, Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia, Indonesia ,
(4) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia; Cognitive Science, Instrumentation and Control (CIC) Laboratory, Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia, Indonesia
427-437
Abstract : 1295
pdf : 924

Analysis of Convolutional Neural Network-based Image Classifications: A Multi-Featured Application for Rice Leaf Disease Prediction and Recommendations for Farmers

DOI : 10.35882/ijeeemi.v6i3.4
Biplov Paneru (1), Bishwash Paneru (2), Krishna Bikram Shah (3)
(1) Department of Electronics & Communication Engineering, Nepal Engineering College Pokhara University, Nepal, Nepal ,
(2) Department of Applied Sciences and Chemical Engineering, Tribhuvan University, Institute of Engineering, Nepal, Nepal ,
(3) Department of Computer Science and Engineering, Pokhara University, Nepal, Nepal
Abstract : 1175
pdf : 688

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 : 1352
pdf : 702

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 : 1344
pdf : 865

A Comparative Analysis of Lightweight Deep Learning Models for CT-Based Kidney Disease Classification to Support Early Detection in Geriatric Care

DOI : 10.35882/ijeeemi.v8i2.325
Ardha Ardhana Putra Agustavada (1), Aji Prasetya Wibawa (2), Abdullah Sholum (3), Dafa Fadhilah Hilmi (4), Felix Andika Dwiyanto (5)
(1) Department of Electrical Engineering and Informatics, Universitas Negeri Malang, Malang, Indonesia, Indonesia ,
(2) Department of Electrical Engineering and Informatics, Universitas Negeri Malang, Malang, Indonesia, Indonesia ,
(3) Department of Electrical Engineering and Informatics, Universitas Negeri Malang, Malang, Indonesia, Indonesia ,
(4) Department of Electrical Engineering and Informatics, Universitas Negeri Malang, Malang, Indonesia, Indonesia ,
(5) Faculty of Computer Science, AGH University of Krak´ow, al. Adama Mickiewicza 30, Kraków 30-059, Poland, Poland
172-188
Abstract : 750
pdf : 766

Deep Learning-Based Hippocampal Segmentation and MTA Classification Using U-Net with ResNet-50 Backbone

DOI : 10.35882/ijeeemi.v7i4.263
Aldienannisa Devin Salsabila (1), Fatimah Fatimah (2), Darmini Darmini (3), Selamet Budi Kurniawan (4)
(1) Imaging Diagnostic Study Program of Postgraduate Program, Poltekkes Kemenkes Semarang, Semarang, Indonesia, Indonesia ,
(2) Department of Radiodiagnostic and Radiotherapy, Poltekkes Kemenkes Semarang, Semarang, Indonesia, Indonesia ,
(3) Department of Radiodiagnostic and Radiotherapy, Poltekkes Kemenkes Semarang, Semarang, Indonesia, Indonesia ,
(4) Department of Radiology, RS Pusat Otak Nasional Prof.Dr.dr. Mahar Mardjono, Jakarta, Indonesia , Indonesia
701-712
Abstract : 885
pdf : 879

Generating Synthetic B-Mode Fetal Ultrasound Images Using CycleGAN-Based Deep Learning

DOI : 10.35882/ijeeemi.v8i1.282
Fajar Astuti Hermawati (1), Bagus Hardiansyah (2), Andrianto Andrianto (3)
(1) Department of Informatics, Universitas 17 Agustus 1945 Surabaya, Surabaya, Indonesia , Indonesia ,
(2) Department of Robotics and Artificial Intelligence, Universitas 17 Agustus 1945 Surabaya, Surabaya, Indonesia, Indonesia ,
(3) Department of Informatics, Universitas 17 Agustus 1945 Surabaya, Surabaya, Indonesia, Indonesia
70-79
Abstract : 1241
pdf : 1035

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 : 674
pdf : 1037

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 : 661
pdf : 701

Performance Evaluation of EfficientNetB3-Based Deep Learning Model for the Classification of Acute Lymphoblastic Leukemia and Normal Blood Cells

DOI : 10.35882/ijeeemi.v7i3.113
Sayed Muchallil (1), Maya Fitria (2), Ridha Arrahman (3), Khairun Saddami (4)
(1) Department of Informatics, University of Oslo, Oslo, Norway, Norway ,
(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
501-513
Abstract : 1146
pdf : 1067

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 : 740
pdf : 802

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 : 2286
pdf : 2040

Enhancing Natural Disaster Monitoring: A Deep Learning Approach to Social Media Analysis Using Indonesian BERT Variants

DOI : 10.35882/t158qq37
Karlina Elreine Fitriani (1), Mohammad Reza Faisal (2), Muhammad Itqan Mazdadi (3), Fatma Indriani (4), Dodon Turianto Nugrahadi (5), Septyan Eka Prastya (6)
(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 ,
(6) Sari Mulia University, Indonesia
77-89
Abstract : 1540
pdf : 1307

Artificial Intelligence (AI) and Extended Reality (XR): A Biomedical Engineering Perspective Investigation Analysis

DOI : 10.35882/ijeeemi.v6i3.5
Zarif Bin Akhtar (1), Ahmed Tajbiul Rawol (2)
(1) Department of Engineering, University of Cambridge, Cambridge, United Kingdom , United Kingdom ,
(2) Faculty of Science and Technology, Department of Computer Science, American International University-Bangladesh (AIUB), Bangladesh , Bangladesh
Abstract : 2938
pdf : 1717

Hybrid Autoencoder Architectures with LSTM and GRU Layers for Bitcoin Price Prediction

DOI : 10.35882/ijeeemi.v7i4.132
Nurun Nafisah (1), Yuni Yamasari (2), Ervin Yohannes (3)
(1) Department of Informatics, Surabaya State University, Surabaya, Indonesia, Indonesia ,
(2) Department of Informatics, Surabaya State University, Surabaya, Indonesia, Indonesia ,
(3) Department of Informatics, Surabaya State University, Surabaya, Indonesia, Indonesia
687-700
Abstract : 679
pdf : 1149

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 : 1907
pdf : 1221

Telemedicine and AI in Remote Prediabetes Monitoring Among Adolescents

DOI : 10.35882/ijeeemi.v8i1.283
Siti Aisyah Solechah (1), Setyo Wahyu Saputro (2), Muhammad Hifdzi Adini (3), Mohammad Reza Faisal (4), Erick Kurniawan (5), Umiatin Umiatin (6)
(1) Department of Public Health, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(2) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(3) Department of Computer Education, Lambung Mangkurat University, Banjarmasin, Indonesia, Indonesia ,
(4) Department of Computer Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(5) Faculty of Information and Communications Technology, Universiti Teknikal Malaysia Melaka, Melaka, Malaysia, Malaysia ,
(6) Department of Physics, Jakarta State University, Jakarta, Indonesia, Indonesia
40-55
Abstract : 931
pdf : 814

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 : 3358
pdf : 1261

Comparative Analysis of Image Augmentation and Class Weighting on ResNet50-CBAM for Pneumonia Detection from Chest X-Ray Images

DOI : 10.35882/ijeeemi.v8i3.375
Kafilah Akhmad Fatahillah (1), Triando Hamonangan Saragih (2), Dwi Kartini (3), Fatma Indriani (4), Irwan Budiman (5)
(1) Department of Computer Science, Faculty of Mathematics and Natural Science, Lambung Mangkurat University, Banjarbaru, Indonesia, Indonesia ,
(2) Department Of Computer Science , Lambung Mangkurat University, Indonesia ,
(3) Department Of Computer Science , Lambung Mangkurat University, Indonesia ,
(4) Department Of Computer Science , Lambung Mangkurat University, Indonesia ,
(5) Department Of Computer Science , Lambung Mangkurat University, Indonesia
365-379
Abstract : 45
pdf : 187

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 : 317
pdf : 768

Detection of Rice Diseases: Leaf Blast, Bacterial Leaf Light, and Brown Spot Using Image Enhancement and Faster Region-Based Convolutional Neural Network

DOI : 10.35882/ijeeemi.v8i2.287
Monika Faswia Fahmi (1), Deni Tri Laksono (2), Achmad Fiqhi Ibadillah (3), Dedi Tri Laksono (4)
(1) Department of Electrical Engineering, Universitas Trunodjoyo Madura, Madura, Indonesia, Indonesia ,
(2) Department of Electrical Engineering, Universitas Trunodjoyo Madura, Madura, Indonesia, Indonesia ,
(3) Department of Electrical Engineering, Universitas Trunodjoyo Madura, Madura, Indonesia, Indonesia ,
(4) Department of Electrical Engineering, Politeknik Negeri Padang, Padang, Indonesia, Indonesia
233-247
Abstract : 345
pdf : 600
1 - 25 of 25 items