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1 - 11 of 11 items

Few-shot Classification of Smartphone Photos using Hidden Markov Model and Siamese Network

DOI : 10.35882/ijeeemi.v7i3.116
Zulkarnaen Hatala (1), Muhammad Hudzaly (2)
(1) Department of Informatics, Politeknik Negeri Ambon, Ambon, Indonesia, Indonesia ,
(2) Faculty of Industrial Engineering, Institut Teknologi Kalimantan, Balikpapan, Indonesia, Indonesia
549-558
Abstract : 956
pdf : 807

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

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

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 : 1653
pdf : 1749

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

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

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

An Explainable Artificial Intelligence Framework for Breast Cancer Detection

DOI : 10.35882/ijeeemi.v7i2.78
Jamalur Ridha (1), Khairun Saddami (2), Muhammad Riswan (3), Roslidar Roslidar (4)
(1) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Aceh, Indonesia, Indonesia ,
(2) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Aceh, Indonesia, Indonesia ,
(3) Faculty of Medicine, Universitas Syiah Kuala, Aceh, Indonesia, Indonesia ,
(4) Department of Electrical and Computer Engineering, Indonesia
298-311
Abstract : 1586
pdf : 1112

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

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

CoAtNet for Chest X-Ray Report Generation with Bi-LSTM and Multi-Head Attention

DOI : 10.35882/ijeeemi.v7i4.271
Rafy Aulia Akbar (1), Ricky Eka Putra (2), Wiyli Yustanti (3)
(1) Department of Informatics, Universitas Negeri Surabaya, Surabaya, East Java, Indonesia, Indonesia ,
(2) Department of Informatics, Universitas Negeri Surabaya, Surabaya, East Java, Indonesia, Indonesia ,
(3) Department of Informatics, Universitas Negeri Surabaya, Surabaya, East Java, Indonesia, Indonesia
654-672
Abstract : 1122
pdf : 2610
1 - 11 of 11 items