ADDITIONAL MENU
Vol 7, No 2 (2024)
September 2024
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 : 504 times
Sopian Soim, Sholihin Sholihin, Cahyo Bayu Subianto
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220-228
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Exploratory Data Analysis of Indonesian Presidential Election Candidate Campaign in 2019 on Twitter
DOI : 10.24014/ijaidm.v7i2.26308
| Abstract views : 438 times
Fadlan Bima Hermawan, Taufik Edy Sutanto, Ary Santoso
|
229-240
|
AI-Generated Misinformation: A Literature Review
DOI : 10.24014/ijaidm.v7i2.26455
| Abstract views : 677 times
Rafharum Fatimah, Auziah Mumtaz, Fauzan Muhammad Fahrezi, Diky Zakaria
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241-254
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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 : 211 times
Randy Zakya Suchardy, Adi Firmansyah, Nugraha Priya Utama, Rahman Indra Kesuma
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255-265
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Data Augmentation Using Test-Time Augmentation on Convolutional Neural Network-Based Brand Logo Trademark Detection
DOI : 10.24014/ijaidm.v7i2.28804
| Abstract views : 538 times
Suyahman Suyahman, Sunardi Sunardi, Murinto Murinto, Arfiani Nur Khusna
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266-274
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Decoding Energy Usage Predictions: An Application of XAI Techniques for Enhanced Model Interpretability
DOI : 10.24014/ijaidm.v7i2.29041
| Abstract views : 311 times
Gregorius Airlangga
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275-284
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Development Tourism Destination Recommendation Systems using Collaborative and Content-Based Filtering Optimized with Neural Networks
DOI : 10.24014/ijaidm.v7i2.28713
| Abstract views : 299 times
Diki Fahrizal, Jaja Kustija, Muhammad Aqil Haibatul Akbar
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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 : 300 times
Faishal Hariz Makaarim Gandadipoera, Rico Andrian, rahmat safei
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299-307
|
Predictive Maintenance for Electrical Substation Components Using K-Means Clustering: A Case Study
DOI : 10.24014/ijaidm.v7i2.26815
| Abstract views : 317 times
Hizkia Raditya Pratama Roosadi, Hughie Alghaniyyu Emiliano, Satria Dina Astari, Nugraha Priya Utama, Rahman Indra Kesuma
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308-317
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Leveraging Machine Learning for Accurate Anemia Diagnosis Using Complete Blood Count Data
DOI : 10.24014/ijaidm.v7i2.29869
| Abstract views : 315 times
Gregorius Airlangga
|
318-326
|
Sentiment Analysis of Brand Ambassador Influence on Product Buyer Interest Using KNN and SVM
DOI : 10.24014/ijaidm.v7i2.29469
| Abstract views : 465 times
Natasya Kurnia Putri, Anik Vega Vitianingsih, Slamet Kacung, Anastasia Lidya Maukar, Verdi Yasin
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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 : 328 times
Ikrimatul Ulumiyyah, Dwi Rolliawati, Andik Izzuddin, Khalid Khalid, Anang Khunaefi, Mujib Ridwan
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337-347
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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 : 294 times
M. Khairul Anam, Sumijan Sumijan, Karfindo Karfindo, Muhammad Bambang Firdaus
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348-356
|
Optimizing Image Classification Performance with MnasNet Model on Blurred Images
DOI : 10.24014/ijaidm.v7i2.29571
| Abstract views : 182 times
Rani Puspita, Zahra Nabila Izdihar
|
357-365
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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 : 262 times
Gregorius Airlangga
|
366-373
|
Early Detection of Phishing Sites with Enhanced Neural Network Models
DOI : 10.24014/ijaidm.v7i2.30068
| Abstract views : 247 times
Isa Suarti, Totok Chamidy, Cahyo Crysdian
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374-383
|
Exploring New Frontiers: XCEEMDAN, Bidirectional LSTM, Attention Mechanism, and Spline in Stock Price Forecasting
DOI : 10.24014/ijaidm.v7i2.29649
| Abstract views : 253 times
Kelvin Kelvin, Frans Mikael Sinaga, Sunaryo Winardi, Susmanto Susmanto
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384-391
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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 : 207 times
Dian Kurniasari, Putri Salsabila Ramadhani, Wamiliana Wamiliana, Warsono Warsono
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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 : 158 times
Atika Istiqomah, Fatih Seida, Nadhira Virliany Daradjat, Rahman Indra Kesuma, Nugraha Priya Utama
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404-418
|
Sentiment Analysis of Ampera Bridge as a National Tourism Destination
DOI : 10.24014/ijaidm.v7i2.30132
| Abstract views : 157 times
Mariana Purba, Yadi Yadi
|
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 : 223 times
Zaqi Kurniawan, Rizka Tiaharyadini
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425-435
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A Hybrid Traditional and Machine Learning-Based Stacking-Based Ensemble Forecasting Approach for Coal Price Prediction
DOI : 10.24014/ijaidm.v7i2.30547
| Abstract views : 239 times
Alvin Muhammad 'Ainul Yaqin, Rafisal Hamdi, Muhammad Imron Zamzani, Christopher Davito Prabandewa Hertadi, Hilwa Dwi Putri Nabiha
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436-446
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Fish Detection and Classification using YOLOv8 for Automated Sorting Systems
DOI : 10.24014/ijaidm.v7i2.30967
| Abstract views : 328 times
Ari Kuswantori, Dwi Joko Suroso
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447-459
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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 : 152 times
Ony Patricia, Alif Budiman Wahabbi, Edy Syafrianto, Fajar Kurnia Putra, Cyntia Lasmi Andesti
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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 : 129 times
Indah Manfaati Nur, Abdurakhman Abdurakhman
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467-475
|
Data Mining on Women's Clothing Sales in Market Places with the K-Means Clustering Algorithm
DOI : 10.24014/ijaidm.v7i2.31384
| Abstract views : 213 times
Rizna Fitriana Dalimunthe, Raissa Amanda Putri
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476-484
|
Implementation of Augmented Reality of Laboratory Building and Room Using Fast Corner Detection Algorithm
DOI : 10.24014/ijaidm.v7i2.31365
| Abstract views : 115 times
Ahmad Mika Ilhami, Muhammad Ikhsan
|
485-496
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Classification of Big Data Stunting Using Support Vector Regression Method at Stella Maris Medan Maternity Hospital
DOI : 10.24014/ijaidm.v7i2.31112
| Abstract views : 208 times
Kelvin Chen, R. A. Fattah Adriansyah, Carles Juliandy, Frans Mikael Sinaga, Frederick Liko, Aswin Angkasa
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497-509
|
Classification of Football Players' Abilities Using The Naïve Baiyes Method
DOI : 10.24014/ijaidm.v7i2.31997
| Abstract views : 144 times
Riski Abdul Hakim Nasution, Muhammad Ikhsan
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510-519
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Forecasting Climate Change Patterns to Improving Rice Harvest Using SVR for Achieving Green Economy
DOI : 10.24014/ijaidm.v7i2.32393
| Abstract views : 101 times
Carles Juliandy, Kelvin Kelvin, Apriyanto Halim, Sio Jurnalis Pipin, Frans Mikael Sinaga, Wulan Sri Lestari
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520-529
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Application of Canny Method to Detect Vehicle License Plate in Tanjung Balai City Government Mess Area
DOI : 10.24014/ijaidm.v7i2.32426
| Abstract views : 113 times
Siti Nurul Aini, Rakhmat Kurniawan
|
530-540
|
Sentiment Analysis Towards the Film Dirty Vote on Twitter Social Media Using the K-Nearest Neighbor Algorithm
DOI : 10.24014/ijaidm.v7i2.32471
| Abstract views : 204 times
Annisa Fadillah, Sriani Sriani
|
541-552
|
Analysis of Student Dropout Potential Using the Multinomial Naive Bayes Algorithm
DOI : 10.24014/ijaidm.v7i2.32316
| Abstract views : 96 times
Dewi Afrianti, Armansyah Armansyah
|
553-560
|
Analysis of The Level of Satisfaction of Electric Bus Passengers in Medan Using C5.0 Algorithm
DOI : 10.24014/ijaidm.v7i2.32785
| Abstract views : 50 times
Azizah Oktarina Ritonga, Sriani Sriani
|
561-569
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Classification of The Level of Public Satisfaction With the Use of Water Tourism Jetski in Balai Ujung Tanjung Using the Naïve Bayes Algorithm
DOI : 10.24014/ijaidm.v7i2.32761
| Abstract views : 184 times
Nursalimah Isnaina Fatwa, Rakhmat Kurniawan
|
570-578
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