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Home > Archives > Vol 7, No 2 (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 : 692 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 : 594 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 : 1073 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 : 306 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 : 720 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 : 431 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 : 611 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 : 473 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 : 478 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 : 575 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 : 673 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 : 501 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 : 529 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 : 307 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 : 445 times Gregorius Airlangga

PDF 366-373

Early Detection of Phishing Sites with Enhanced Neural Network Models DOI : 10.24014/ijaidm.v7i2.30068 | Abstract views : 379 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 : 368 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 : 335 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 : 349 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 : 271 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 : 384 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 : 369 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 : 580 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 : 337 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 : 229 times Indah Manfaati Nur, Abdurakhman Abdurakhman

PDF 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 : 324 times Rizna Fitriana Dalimunthe, Raissa Amanda Putri

PDF 476-484

Implementation of Augmented Reality of Laboratory Building and Room Using Fast Corner Detection Algorithm DOI : 10.24014/ijaidm.v7i2.31365 | Abstract views : 240 times Ahmad Mika Ilhami, Muhammad Ikhsan

PDF 485-496

Classification of Big Data Stunting Using Support Vector Regression Method at Stella Maris Medan Maternity Hospital DOI : 10.24014/ijaidm.v7i2.31112 | Abstract views : 447 times Kelvin Chen, R. A. Fattah Adriansyah, Carles Juliandy, Frans Mikael Sinaga, Frederick Liko, Aswin Angkasa

PDF 497-509

Classification of Football Players' Abilities Using The Naïve Baiyes Method DOI : 10.24014/ijaidm.v7i2.31997 | Abstract views : 259 times Riski Abdul Hakim Nasution, Muhammad Ikhsan

PDF 510-519

Forecasting Climate Change Patterns to Improving Rice Harvest Using SVR for Achieving Green Economy DOI : 10.24014/ijaidm.v7i2.32393 | Abstract views : 236 times Carles Juliandy, Kelvin Kelvin, Apriyanto Halim, Sio Jurnalis Pipin, Frans Mikael Sinaga, Wulan Sri Lestari

PDF 520-529

Application of Canny Method to Detect Vehicle License Plate in Tanjung Balai City Government Mess Area DOI : 10.24014/ijaidm.v7i2.32426 | Abstract views : 221 times Siti Nurul Aini, Rakhmat Kurniawan

PDF 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 : 341 times Annisa Fadillah, Sriani Sriani

PDF 541-552

Analysis of Student Dropout Potential Using the Multinomial Naive Bayes Algorithm DOI : 10.24014/ijaidm.v7i2.32316 | Abstract views : 190 times Dewi Afrianti, Armansyah Armansyah

PDF 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 : 130 times Azizah Oktarina Ritonga, Sriani Sriani

PDF 561-569

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 : 278 times Nursalimah Isnaina Fatwa, Rakhmat Kurniawan

PDF 570-578