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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 : 1276
pdf : 819

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 : 1322
pdf : 592

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 : 3316
pdf : 1157

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 : 666
pdf : 948

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 : 2255
pdf : 1903

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 : 633
pdf : 617

Enhancing Imbalanced Data Handling Using MWMOTE and K-Means Clustering

DOI : 10.35882/ijeeemi.v7i2.69
Meida Cahyo Untoro (1)
(1) Institut Teknologi Sumatera, Indonesia
358-369
Abstract : 1065
pdf : 680

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 : 632
pdf : 602

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 : 732
pdf : 581

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 : 1157
pdf : 594

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 : 779
pdf : 892

Improving Diabetes Prediction Using Feedforward Neural Network with Adam Optimization and SMOTE Technique

DOI : 10.35882/ijeeemi.v7i3.127
Arizha Wijaya Kusuma (1), Muhammad Itqan Mazdadi (2), Dwi Kartini (3), Andi Farmadi (4), Fatma Indriani (5), Chandrasekaran P. (6)
(1) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,
(2) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,
(3) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,
(4) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,
(5) Department of Computer Science, Lambung Mangkurat University, South Kalimantan, Indonesia, Indonesia ,
(6) K.S. Rangasamy College of Arts and Science (Autonomous), Tiruchengode, India, India
539-548
Abstract : 1270
pdf : 781

Development of a Portable  Ultrasonic Digital Anthropometry System with  Automated CIAF Classification

DOI : 10.35882/ijeeemi.v8i1.299
TRI SISWATI (1), Muhammad Primiaji Rialihanto (2), Bunga Astria Paramashanti (3), Farit Ardiyanto (4), Jutharat Attawet (5)
(1) Department of Nutrition, Yogyakarta Health Polytechnic, Ministry of Health of the Republic of Indonesia, Yogyakarta, Indonesia, Indonesia ,
(2) Department of Nutrition, Yogyakarta Health Polytechnic, Ministry of Health of the Republic of Indonesia, Yogyakarta, Indonesia, Indonesia ,
(3) Research Center for Public Health and Nutrition, National Research and Innovation Agency (BRIN), Bogor, Indonesia, Indonesia ,
(4) Electrical Engineering Department, Sekolah Tinggi Teknologi Warga, Surakarta, Central Java, Indonesia 4 PT Entri Jaya Makmur, Ring Road, Jebres, Central Java, Indonesia, Indonesia ,
(5) Department of Nursing, School of Health Sciences. Swinburne University of Technology, Victoria, Australia, Australia
94-104
Abstract : 658
pdf : 612

Implementation of Copeland Method on Wrapper-Based Feature Selection Using Random Forest For Software Defect Prediction

DOI : 10.35882/2pgffc67
Agustia Kuspita Aryanti (1), Rudy Herteno (2), Fatma Indriani (3), Radityo Adi Nugroho (4), Muliadi Muliadi (5)
(1) Universitas Lambung Mangkurat, Indonesia ,
(2) Universitas Lambung Mangkurat, Indonesia ,
(3) Universitas Lambung Mangkurat, Indonesia ,
(4) Universitas Lambung Mangkurat, Indonesia ,
(5) Universitas Lambung Mangkurat, Indonesia
90-101
Abstract : 1458
pdf : 755

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 : 321
pdf : 492

Diabetes Detection Using Extreme Gradient Boosting (XGBoost) with Hyperparameter Tuning

DOI : 10.35882/qr3hw926
Devi Aprilya Dinanthi (1), Elisa Ramadanti (2), Christian Sri Kusuma Aditya (3), Didih Rizki Chandranegara (4)
(1) Informatics Study Program, Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia, Indonesia ,
(2) Informatics Study Program, Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia, Indonesia ,
(3) Informatics Study Program, Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia, Indonesia ,
(4) Informatics Study Program, Faculty of Engineering, Universitas Muhammadiyah Malang, Indonesia, Indonesia
Abstract : 717
pdf : 589

Advancing PSA Maturity Level 4 Through a Web-Based PHP–MySQL Predictive Dashboard for Hospital Utilities and Medical Gases

DOI : 10.35882/ijeeemi.v8i2.329
Catur Suharinto (1)
(1) Supporting Services Work Team, Dr. M. Djamil Central General Hospital, Padang, West Sumatera, Indonesia , Indonesia
218-232
Abstract : 412
pdf : 382

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 : 703
pdf : 910

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 : 1352
pdf : 824

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 : 1020

An IoT-based Baby Scales for Stunting Monitoring in Indonesia

DOI : 10.35882/ijeeemi.v5i4.191
Mohamad Sofie (1), Patrisius Kusi Olla (2), Pramesti Kusumaningtyas (3), Fani Maduratni Chambali (4)
(1) Departement of Electromedical Engineering, Sekolah Tinggi Ilmu Kesehatan Semarang, Indonesia ,
(2) Departement of Electromedical Engineering, Sekolah Tinggi Ilmu Kesehatan Semarang, Indonesia ,
(3) Departement of Electromedical Engineering, Sekolah Tinggi Ilmu Kesehatan Semarang, Indonesia ,
(4) Departement of Electromedical Engineering, Sekolah Tinggi Ilmu Kesehatan Semarang, Indonesia
217-223
Abstract : 874
pdf : 881

Comparative Study of Filter, Wrapper, and Hybrid Feature Selection Using Tree-Based Classifiers for Software Defect Prediction

DOI : 10.35882/ijeeemi.v8i1.294
Rahmayanti Rahmayanti (1), Rudy Herteno (2), Setyo Wahyu Saputro (3), Triando Hamonangan Saragih (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
1-16
Abstract : 856
pdf : 2328

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 : 1681
pdf : 995

Measuring Respiration Rate Based on Android

DOI : 10.35882/ijeeemi.v1i1.241
I Kadek Eman Giyana Mahardika (1), Torib Hamzah (2), Triana Rahmawati (3), Liliek Soetjiatie (4)
(1) Department of Medical Electronics Engineering Technology Poltekkes Kemenkes, Surabaya, Indonesia, Indonesia ,
(2) Department of Electromedical Engineering Poltekkes Kemenkes, Surabaya, Indonesia, Indonesia ,
(3) Department of Electromedical Engineering Poltekkes Kemenkes, Surabaya, Indonesia, Indonesia ,
(4) Department of Electromedical Engineering Poltekkes Kemenkes, Surabaya, Indonesia, Indonesia
39-44
Abstract : 912
pdf : 896

Analysis of the Effect of Feature Extraction on Sentiment Analysis using BiLSTM: Monkeypox Case Study on X/Twitter

DOI : 10.35882/ijeeemi.v7i2.73
Noryasminda (1), Triando Hamonangan Saragih (2), Rudy Herteno (3), Mohammad Reza Faisal (4), Andi Farmadi (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
344-357
Abstract : 1337
pdf : 989
26 - 50 of 53 items << < 1 2 3 > >>