Vol 7, No 2 (2024)

September 2024

In Press for Next Edition

Table of Contents

Articles

Optimizing Performance Random Forest Algorithm Using Correlation-Based Feature Selection (CFS) Method to Improve Distributed Denial of Service (DDoS) Attack Detection Accuracy
DOI : 10.24014/ijaidm.v7i2.24783 | Abstract views : 277 times
Sopian Soim, Sholihin Sholihin, Cahyo Bayu Subianto
PDF
220-228
Exploratory Data Analysis of Indonesian Presidential Election Candidate Campaign in 2019 on Twitter
DOI : 10.24014/ijaidm.v7i2.26308 | Abstract views : 226 times
Fadlan Bima Hermawan, Taufik Edy Sutanto, Ary Santoso
PDF
229-240
AI-Generated Misinformation: A Literature Review
DOI : 10.24014/ijaidm.v7i2.26455 | Abstract views : 339 times
Rafharum Fatimah, Auziah Mumtaz, Fauzan Muhammad Fahrezi, Diky Zakaria
PDF
241-254
Eligibility Study of Targeted Electricity Subsidies Using DBSCAN on 450 VA and 900 VA Households at PLN UP3 Bandung
DOI : 10.24014/ijaidm.v7i2.26818 | Abstract views : 103 times
Randy Zakya Suchardy, Adi Firmansyah, Nugraha Priya Utama, Rahman Indra Kesuma
PDF
255-265
Data Augmentation Using Test-Time Augmentation on Convolutional Neural Network-Based Brand Logo Trademark Detection
DOI : 10.24014/ijaidm.v7i2.28804 | Abstract views : 279 times
Suyahman Suyahman, Sunardi Sunardi, Murinto Murinto, Arfiani Nur Khusna
PDF
266-274
Decoding Energy Usage Predictions: An Application of XAI Techniques for Enhanced Model Interpretability
DOI : 10.24014/ijaidm.v7i2.29041 | Abstract views : 168 times
Gregorius Airlangga
PDF
275-284
Development Tourism Destination Recommendation Systems using Collaborative and Content-Based Filtering Optimized with Neural Networks
DOI : 10.24014/ijaidm.v7i2.28713 | Abstract views : 160 times
Diki Fahrizal, Jaja Kustija, Muhammad Aqil Haibatul Akbar
PDF
285-298
Tree Damage Type Classification Based on Forest Health Monitoring Using Mobile-Based Convolutional Neural Network
DOI : 10.24014/ijaidm.v7i2.29421 | Abstract views : 134 times
Faishal Hariz Makaarim Gandadipoera, Rico Andrian, rahmat safei
PDF
299-307
Predictive Maintenance for Electrical Substation Components Using K-Means Clustering: A Case Study
DOI : 10.24014/ijaidm.v7i2.26815 | Abstract views : 124 times
Hizkia Raditya Pratama Roosadi, Hughie Alghaniyyu Emiliano, Satria Dina Astari, Nugraha Priya Utama, Rahman Indra Kesuma
PDF
308-317
Leveraging Machine Learning for Accurate Anemia Diagnosis Using Complete Blood Count Data
DOI : 10.24014/ijaidm.v7i2.29869 | Abstract views : 122 times
Gregorius Airlangga
PDF
318-326
Sentiment Analysis of Brand Ambassador Influence on Product Buyer Interest Using KNN and SVM
DOI : 10.24014/ijaidm.v7i2.29469 | Abstract views : 256 times
Natasya Kurnia Putri, Anik Vega Vitianingsih, Slamet Kacung, Anastasia Lidya Maukar, Verdi Yasin
PDF
327-336
Named Entity Recognition Using Conditional Random Fields for Flood Detection In Gerbang Kertosusila Based Twitter Data
DOI : 10.24014/ijaidm.v7i2.27062 | Abstract views : 164 times
Ikrimatul Ulumiyyah, Dwi Rolliawati, Andik Izzuddin, Khalid Khalid, Anang Khunaefi, Mujib Ridwan
PDF
337-347
Comparison Analysis of HSV Method, CNN Algorithm, and SVM Algorithm in Detecting the Ripeness of Mangosteen Fruit Images
DOI : 10.24014/ijaidm.v7i2.29739 | Abstract views : 111 times
M. Khairul Anam, Sumijan Sumijan, Karfindo Karfindo, Muhammad Bambang Firdaus
PDF
348-356
Optimizing Image Classification Performance with MnasNet Model on Blurred Images
DOI : 10.24014/ijaidm.v7i2.29571 | Abstract views : 64 times
Rani Puspita, Zahra Nabila Izdihar
PDF
357-365
A Hybrid CNN-RNN Model for Enhanced Anemia Diagnosis: A Comparative Study of Machine Learning and Deep Learning Techniques
DOI : 10.24014/ijaidm.v7i2.29898 | Abstract views : 131 times
Gregorius Airlangga
PDF
366-373
Early Detection of Phishing Sites with Enhanced Neural Network Models
DOI : 10.24014/ijaidm.v7i2.30068 | Abstract views : 117 times
Isa Suarti, Totok Chamidy, Cahyo Crysdian
PDF
374-383
Exploring New Frontiers: XCEEMDAN, Bidirectional LSTM, Attention Mechanism, and Spline in Stock Price Forecasting
DOI : 10.24014/ijaidm.v7i2.29649 | Abstract views : 100 times
Kelvin Kelvin, Frans Mikael Sinaga, Sunaryo Winardi, Susmanto Susmanto
PDF
384-391
Application of the Artificial Neural Network Algorithm to Predict the Realization of the Duty Tax on the Name of Motor Vehicles in Lampung Province
DOI : 10.24014/ijaidm.v7i2.29456 | Abstract views : 54 times
Dian Kurniasari, Putri Salsabila Ramadhani, Wamiliana Wamiliana, Warsono Warsono
PDF
392-403
Crowd Density Level Classification for Service Waiting Room Based on Head Detection to Enhance Visitor Experience
DOI : 10.24014/ijaidm.v7i2.29965 | Abstract views : 28 times
Atika Istiqomah, Fatih Seida, Nadhira Virliany Daradjat, Rahman Indra Kesuma, Nugraha Priya Utama
PDF
404-418
Sentiment Analysis of Ampera Bridge as a National Tourism Destination
DOI : 10.24014/ijaidm.v7i2.30132 | Abstract views : 15 times
Mariana Purba, Yadi Yadi
PDF
419-424
Machine Learning Approach for Early Diagnosis of Dyslexia Among Primary School Children: A Scoping Review and Model Development
DOI : 10.24014/ijaidm.v7i2.30614 | Abstract views : 18 times
Zaqi Kurniawan, Rizka Tiaharyadini
PDF
425-435
A Hybrid Traditional and Machine Learning-Based Stacking-Based Ensemble Forecasting Approach for Coal Price Prediction
DOI : 10.24014/ijaidm.v7i2.30547 | Abstract views : 56 times
Alvin Muhammad 'Ainul Yaqin, Rafisal Hamdi, Muhammad Imron Zamzani, Christopher Davito Prabandewa Hertadi, Hilwa Dwi Putri Nabiha
PDF
436-446
Fish Detection and Classification using YOLOv8 for Automated Sorting Systems
DOI : 10.24014/ijaidm.v7i2.30967 | Abstract views : 25 times
Ari Kuswantori, Dwi Joko Suroso
PDF
447-459
Sawit Kita WebApp Development: Artificial - Based E-Learning Intelligence and Community to Drive Actual Information Collaboration and Innovation of Palm Oil Farmers In Indonesia
DOI : 10.24014/ijaidm.v7i2.31366 | Abstract views : 13 times
Ony Patricia, Alif Budiman Wahabbi, Edy Syafrianto, Fajar Kurnia Putra, Cyntia Lasmi Andesti
PDF
460-466
Analysis of Social Vulnerability in Java Island using K-Medoids Algorithm with Variation of Distance Measurements (Euclidean, Manhattan, Minkowski)
DOI : 10.24014/ijaidm.v7i2.31111 | Abstract views : 16 times
Indah Manfaati Nur, Abdurakhman Abdurakhman
PDF
467-475