Vol. 7 No. 2 (2024): September 2024

Articles

• Optimizing Performance Random Forest Algorithm Using Correlation-Based Feature Selection (CFS) Method to Improve Distributed Denial of Service (DDoS) Attack Detection Accuracy

  Sopian Soim, Sholihin Sholihin, Cahyo Bayu Subianto

  220-228

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• Exploratory Data Analysis of Indonesian Presidential Election Candidate Campaign in 2019 on Twitter

  Fadlan Bima Hermawan, Taufik Edy Sutanto, Ary Santoso

  229-240

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• AI-Generated Misinformation: A Literature Review

  Rafharum Fatimah, Auziah Mumtaz, Fauzan Muhammad Fahrezi, Diky Zakaria

  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

  Randy Zakya Suchardy, Adi Firmansyah, Nugraha Priya Utama, Rahman Indra Kesuma

  255-265

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• Data Augmentation Using Test-Time Augmentation on Convolutional Neural Network-Based Brand Logo Trademark Detection

  Suyahman Suyahman, Sunardi Sunardi, Murinto Murinto, Arfiani Nur Khusna

  266-274

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• Decoding Energy Usage Predictions: An Application of XAI Techniques for Enhanced Model Interpretability

  Gregorius Airlangga

  275-284

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• Development Tourism Destination Recommendation Systems using Collaborative and Content-Based Filtering Optimized with Neural Networks

  Diki Fahrizal, Jaja Kustija, Muhammad Aqil Haibatul Akbar

  285-298

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• Tree Damage Type Classification Based on Forest Health Monitoring Using Mobile-Based Convolutional Neural Network

  Faishal Hariz Makaarim Gandadipoera, Rico Andrian, rahmat safei

  299-307

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• Predictive Maintenance for Electrical Substation Components Using K-Means Clustering: A Case Study

  Hizkia Raditya Pratama Roosadi, Hughie Alghaniyyu Emiliano, Satria Dina Astari, Nugraha Priya Utama, Rahman Indra Kesuma

  308-317

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• Leveraging Machine Learning for Accurate Anemia Diagnosis Using Complete Blood Count Data

  Gregorius Airlangga

  318-326

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• Sentiment Analysis of Brand Ambassador Influence on Product Buyer Interest Using KNN and SVM

  Natasya Kurnia Putri, Anik Vega Vitianingsih, Slamet Kacung, Anastasia Lidya Maukar, Verdi Yasin

  327-336

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• Named Entity Recognition Using Conditional Random Fields for Flood Detection In Gerbang Kertosusila Based Twitter Data

  Ikrimatul Ulumiyyah, Dwi Rolliawati, Andik Izzuddin, Khalid Khalid, Anang Khunaefi, Mujib Ridwan

  337-347

  • PDF

• Comparison Analysis of HSV Method, CNN Algorithm, and SVM Algorithm in Detecting the Ripeness of Mangosteen Fruit Images

  M. Khairul Anam, Sumijan Sumijan, Karfindo Karfindo, Muhammad Bambang Firdaus

  348-356

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• Optimizing Image Classification Performance with MnasNet Model on Blurred Images

  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

  Gregorius Airlangga

  366-373

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• Early Detection of Phishing Sites with Enhanced Neural Network Models

  Isa Suarti, Totok Chamidy, Cahyo Crysdian

  374-383

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• Exploring New Frontiers: XCEEMDAN, Bidirectional LSTM, Attention Mechanism, and Spline in Stock Price Forecasting

  Kelvin Kelvin, Frans Mikael Sinaga, Sunaryo Winardi, Susmanto Susmanto

  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

  Dian Kurniasari, Putri Salsabila Ramadhani, Wamiliana Wamiliana, Warsono Warsono

  392-403

  • PDF

• Crowd Density Level Classification for Service Waiting Room Based on Head Detection to Enhance Visitor Experience

  Atika Istiqomah, Fatih Seida, Nadhira Virliany Daradjat, Rahman Indra Kesuma, Nugraha Priya Utama

  404-418

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• Sentiment Analysis of Ampera Bridge as a National Tourism Destination

  Mariana Purba, Yadi Yadi

  419-424

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• Machine Learning Approach for Early Diagnosis of Dyslexia Among Primary School Children: A Scoping Review and Model Development

  Zaqi Kurniawan, Rizka Tiaharyadini

  425-435

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• A Hybrid Traditional and Machine Learning-Based Stacking-Based Ensemble Forecasting Approach for Coal Price Prediction

  Alvin Muhammad 'Ainul Yaqin, Rafisal Hamdi, Muhammad Imron Zamzani, Christopher Davito Prabandewa Hertadi, Hilwa Dwi Putri Nabiha

  436-446

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• Fish Detection and Classification using YOLOv8 for Automated Sorting Systems

  Ari Kuswantori, Dwi Joko Suroso

  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

  Ony Patricia, Alif Budiman Wahabbi, Edy Syafrianto, Fajar Kurnia Putra, Cyntia Lasmi Andesti

  460-466

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• Analysis of Social Vulnerability in Java Island using K-Medoids Algorithm with Variation of Distance Measurements (Euclidean, Manhattan, Minkowski)

  Indah Manfaati Nur, Abdurakhman Abdurakhman

  467-475

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• Data Mining on Women's Clothing Sales in Market Places with the K-Means Clustering Algorithm

  Rizna Fitriana Dalimunthe, Raissa Amanda Putri

  476-484

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• Implementation of Augmented Reality of Laboratory Building and Room Using Fast Corner Detection Algorithm

  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

  Kelvin Chen, R. A. Fattah Adriansyah, Carles Juliandy, Frans Mikael Sinaga, Frederick Liko, Aswin Angkasa

  497-509

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• Classification of Football Players' Abilities Using The Naïve Baiyes Method

  Riski Abdul Hakim Nasution, Muhammad Ikhsan

  510-519

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• Forecasting Climate Change Patterns to Improving Rice Harvest Using SVR for Achieving Green Economy

  Carles Juliandy, Kelvin Kelvin, Apriyanto Halim, Sio Jurnalis Pipin, Frans Mikael Sinaga, Wulan Sri Lestari

  520-529

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• Application of Canny Method to Detect Vehicle License Plate in Tanjung Balai City Government Mess Area

  Siti Nurul Aini, Rakhmat Kurniawan

  530-540

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• Sentiment Analysis Towards the Film Dirty Vote on Twitter Social Media Using the K-Nearest Neighbor Algorithm

  Annisa Fadillah, Sriani Sriani

  541-552

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• Analysis of Student Dropout Potential Using the Multinomial Naive Bayes Algorithm

  Dewi Afrianti, Armansyah Armansyah

  553-560

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• Analysis of The Level of Satisfaction of Electric Bus Passengers in Medan Using C5.0 Algorithm

  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

  Nursalimah Isnaina Fatwa, Rakhmat Kurniawan

  570-578

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