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Support Vector Machine And K-Nearest Neighbor Based Liver Disease Classification Model

DOI : 10.35882/ijeeemi.v3i1.196
Tsehay Admassu Assegie (1)
(1) Department of Computer Science, Faculty of Computing Technology, Aksum Institute of Technology, Aksum University, Aksum, Ethiopia, Ethiopia
9-14
Abstract : 616
pdf : 243

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 : 390
pdf : 303

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 : 1511
pdf : 524

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 : 499
pdf : 217

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 : 1160
pdf : 407

Multi-Modal Ensemble Framework for Mental Health Disorder Prediction: A Novel Machine Learning Approach

DOI : 10.35882/ijeeemi.v8i1.300
M. Fadli Ridhani (1), Tesdiq Prigel Kaloka (2), Yazid Aufar (3), Annisa Rizqiana (4)
(1) Department of Multimedia Engineering Technology, Politeknik Hasnur, Barito Kuala, Indonesia, Indonesia ,
(2) Department of Informatics Engineering, Politeknik Hasnur, Barito Kuala, Indonesia, Indonesia ,
(3) Department of Informatics Engineering, Politeknik Hasnur, Barito Kuala, Indonesia, Indonesia ,
(4) Department of Computer Science, Faculty of Mathematics and Natural Science, Universitas Lambung Mangkurat, Banjarbaru, Indonesia, Indonesia
115-129
Abstract : 495
pdf : 223

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 : 1067
pdf : 407

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 : 1005
pdf : 222

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 : 1620
pdf : 603

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 : 610
pdf : 446

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 : 1155
pdf : 264

Early Detection of Stunting Based on Feature Engineering Approach

DOI : 10.35882/ijeeemi.v6i3.7
Ayu Ahadi Ningrum (1), Yunia Ikawati (2)
(1) Department of Informatics, Universitas Muhammadiyah Banjarmasin, Banjarmasin, Indonesia, Indonesia ,
(2) Department of Informatics, Politeknik Elektronika Negeri Surabaya, Surabaya, Indonesia, Indonesia
Abstract : 1011
pdf : 220

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 : 1979
pdf : 816

Web Application Based on MachineLearning for Diabetes Detection usingMicrostrip Resonator and Streamlit

DOI : 10.35882/ijeeemi.v6i3.3
Irsan Taufik Ali (1), Yusnita Rahayu (2), Aris Setiawan (3)
(1) Department of Electrical Engineering, Universitas Riau, Pekanbaru, Indonesia, Indonesia ,
(2) Department of Electrical Engineering and Informatics, Universitas Riau, Pekanbaru, Indonesia, Indonesia ,
(3) Department of Electrical Engineering and Informatics, Universitas Riau, Pekanbaru, Indonesia, Indonesia
Abstract : 705
pdf : 264

Hybrid features to classify lung tumor using machine learning

DOI : 10.35882/ijeeemi.v7i2.101
Rizki Dwi Rahmawan (1), Umi Salamah (2), Ery Permana Yudha (3)
(1) Universitas Sebelas Maret, Indonesia ,
(2) Universitas Sebelas Maret, Indonesia ,
(3) Universitas Sebelas Maret, Indonesia
447-460
Abstract : 732
pdf : 288

Privacy-Preserving Healthcare Analytics in Indonesia Using Lightweight Blockchain and Federated Learning: Current Landscape and Open Challenges

DOI : 10.35882/ijeeemi.v7i2.63
Viddi Mardiansyah (1), Luhur Bayuaji (2), Iwa Ovyawan Herlistiono (3), Sriyani Violina (4), Adi Purnama (5), Bagus Alit Prasetyo (6), Phuoc-Hai Huynh (7)
(1) Informatics Department, Engineering Faculty, Widyatama University, Bandung, Indonesia, Indonesia ,
(2) Faculty of Data Science and Information Technology, INTI International University, Nilai, Malaysia, Malaysia ,
(3) Informatics Department, Engineering Faculty, Widyatama University, Bandung, Indonesia, Indonesia ,
(4) Informatics Department, Engineering Faculty, Widyatama University, Bandung, Indonesia, Indonesia ,
(5) Informatics Department, Engineering Faculty, Widyatama University, Bandung, Indonesia, Indonesia ,
(6) Informatics Department, Engineering Faculty, Widyatama University, Bandung, Indonesia, Indonesia ,
(7) An Giang University, Vietnam National University Ho Chi Minh City, Vietnam, Viet Nam
281-297
Abstract : 1331
pdf : 472

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 : 1379
pdf : 629

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 : 2644
pdf : 713

Selection EEG Electrode Positions for Epilepsy Seizure Detection Using Total Power Spectrum and Machine Learning

DOI : 10.35882/ijeeemi.v6i4.9
Khilda Afifah (1), Istiqomah Istiqomah (2), Achamd Rizal (3), Ramdhan Nugraha (4)
(1) The University Center of Excellence Intelligence Sensing-IoT, Telkom University, Bandung 40257, Indonesia, Indonesia ,
(2) The University Center of Excellence Intelligence Sensing-IoT, Telkom University, Bandung 40257, Indonesia; School of Electrical Engineering, Telkom University, Bandung 40257, Indonesia, Indonesia ,
(3) School of Electrical Engineering, Telkom University, Bandung 40257, Indonesia, Indonesia ,
(4) Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi-39177, South Korea, Korea, Democratic People's Republic of
124–129
Abstract : 885
pdf : 234

Analysis of the Application of Machine Learning Algorithms for Classification of Toddler Nutritional Status Based on Anthropometric Data

DOI : 10.35882/ijeeemi.v7i4.110
Yuni Yamasari (1), Esti Yogiyanti (2), Ervin Yohannes (3)
(1) Departement of Informatics Engineering, Universitas Negeri Surabaya, Surabaya, Indonesia, Indonesia ,
(2) Departement of Informatics Engineering, Universitas Negeri Surabaya, Surabaya, Indonesia, Indonesia ,
(3) Departement of Informatics Engineering, Universitas Negeri Surabaya, Surabaya, Indonesia, Indonesia
594-604
Abstract : 642
pdf : 477

Enhancing Software Defect Prediction: HHO-Based Wrapper Feature Selection with Ensemble Methods

DOI : 10.35882/f2140043
Achmad Fauzan Luthfi (1), Rudy Herteno (2), Friska Abadi (3), Radityo Adi Nugroho (4), Muhammad Itqan Mazdadi (5), Vijay Anant Athavale (6)
(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 ,
(6) Department of Computer Science and Engineering, Walchand Institute of Technology, Solapur, Maharashtra, India, India
188-202
Abstract : 1470
pdf : 483

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 : 764
pdf : 201

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 : 1751
pdf : 690

Real-Time, Multi-Command Drone Navigation Using a Consumer-Grade EEG-Based SSVEP BCI

DOI : 10.35882/ijeeemi.v8i1.295
Anderias Eko Wijaya (1), Nurizati Nurizati (2), Rian Hermawan (3), Muhammad Agung Suhendra (4)
(1) Department of Informatics Engineering, Faculty of Engineering, Universitas Mandiri, Subang, Indonesia., Indonesia ,
(2) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia., Indonesia ,
(3) Department of Informatics Engineering, Faculty of Engineering, Universitas Mandiri, Subang, Indonesia., Indonesia ,
(4) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia., Indonesia
17-30
Abstract : 1155
pdf : 283

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 : 892
pdf : 439
1 - 25 of 32 items 1 2 > >>