Articles

• DDoS Attacks Detection With Deep Learning Approach Using Convolutional Neural Network

  Rafiq Amalul Widodo, Mera Kartika Delimayanti, Asri Wulandari

  235-240

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• Classification of Brain Tumors by Using a Hybrid CNN-SVM Model

  Talitha Safa Nabila, Abu Salam

  241-247

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• Bagging Nearest Neighbor and its Enhancement for Machinery Predictive Maintenance

  Muhammad Irfan Arisani, Muljono Muljono

  248-256

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• Facial Expression Recognition using Convolutional Neural Networks with Transfer Learning Resnet-50

  Annisa Ayu Istiqomah, Christy Atika Sari, Ajib Susanto, Eko Hari Rachmawanto

  257-264

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• Prediction of Basic Commodity Prices at the Cooperative, SME, and Trade Office Using the Least Squares Method

  Desy Purwani, Samsudin Samsudin

  265-271

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• Improving Panic Disorder Classification Using SMOTE and Random Forest

  Dini Nurmalasari, Heri R Yuliantoro, Dini Hidayatul Qudsi

  272-279

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• Predicting Startup Success Using Machine Learning Approach

  Icha Wahyu Kusuma Ningrum, Farid Ridho, Arie Wahyu Wijayanto

  280-290

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• Sentiment Analysis of Social Media X in the 2024 Indonesian Presidential Election Using the Naive Bayes Algorithm: Candidates' Backgrounds and Political Promises

  Santi Prayudani, Dita Rouli Basa Situmorang, Rizki Hidayah, Heri Sanjaya Ginting

  291-295

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• Interpretable Machine Learning with SHAP and XGBoost for Lung Cancer Prediction Insights

  Taufik Kurniawan, Laily Hermawanti, Achmad Nuruddin Safriandono

  296-303

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• Application of Machine Learning Algorithm for Osteoporosis Disease Prediction System

  Rajendra Artanto Wiryawan Sujana, I Made Artha Agastya

  304-315

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• Implementation of Samba Server Using OpenVPN Based on Single Board Computer (SBC) for Private Cloud Storage

  Dwi Bayu Putra Pamungkas, Isnawaty Isnawaty, L.M. Fid Aksara

  316-325

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• Effect of Load Balancing Bonding and Failover on Speed, Latency, Average, and Packet Loss

  Farhan Toriq, Banu Santoso

  326-331

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• Application of MobileNetV2 and SVM Combination for Enhanced Accuracy in Pneumonia Classification

  Eka Putra Agus Meindiawan, Muljono Muljono

  332-340

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• Donor Segmentation Analysis Using the RFM Model and K-Means Clustering to Optimize Fundraising Strategies

  Rezki ., Nouval Trezandy Lapatta, Rizka Ardiansyah, Wirdayanti ., Dwi Shinta Angreni

  341-349

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• Chat GPT Impact Analysis on API Testing: A Controlled Experiment

  Yehezkiel David Setiawan, Laurentius Gusti Ontoseno Panata Yudha, Yovie Adhisti Mulyono, Veronica Marcella Angela Simalango, Oscar Karnalim

  350-357

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• Designing an Chatbot with NLP Technology in a Website-Based New Student Admission Information System

  Muhammad Fathan Fauzan, Rahmi Imanda; Muhammad Adryan Hasbi

  358-366

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• Performance Comparison of Random Forest and Decision Tree Algorithms for Anomaly Detection in Networks

  Rafiq Fajar Ramadhan, Wahid Miftahul Ashari

  367-375

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• Automatic Vegetable Watering System Using Fuzzy Logic with Integration of Soil Moisture, Rain Sensors, and RTC

  Dallarizki Arginanta, Wahid Miftahul Ashari

  376-383

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• Prediction of Air Quality Index Using Ensemble Models

  Theresia Herlina Rochadiani

  384-389

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• Comparison of Hadoop Mapreduce and Apache Spark in Big Data Processing with Hgrid247-DE

  Firmania Dwi Utami, Femi Dwi Astuti

  390-399

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• Text Data Security Using LCG and CBC with Steganography Technique on Digital Image

  Muhammad Wildan, Wahid Miftahul Ashari

  400-407

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• Analysis of Splicing Manipulation in Digital Images using Dyadic Wavelet Transform (DyWT) and Scale Invariant Feature Transform (SIFT) Methods

  Zumratul Muhidin, Muh. Nasirudin Karim, Muhamad Masjun Efendi

  408-412

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• A Comparison of Convolutional Neural Network (CNN) and Transfer Learning MobileNetV2 Performance on Spices Images Classification

  Khoirizqi Velarati, Christy Atika Sari, Eko Hari Rachmawanto

  413-420

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• Implementation of the Naive Bayes Classifier Algorithm for Classifying Toddler Nutritional Status

  Muhammad Insan Kamil, Adityo Permana Wibowo

  421-427

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• Random Forest Algorithm for Toddler Nutritional Status Classification Website

  Maylia Fatmawati, Bambang Agus Herlambang, Noora Qotrun Nada

  428-433

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• Utilization of ResNet Architecture and Transfer Learning Method in the Classification of Faces of Individuals with Down Syndrome

  Made Doddy Adi Pranatha, Gede Herdian Setiawan, M Azman Maricar

  434-442

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• Betta Fish Identification System Based On Convolutional Neural Network

  Gilang Ardhi Saputra, I Made Artha Agastya

  443-452

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• Comparison of EfficientNetB1 Model Effectiveness in Identifying Fish Diseases in South Asian Fish Diseases and Salmon Fish Diseases

  Rahmanda Afridiansyah, De Rosal Ignatius Moses Setiadi

  453-462

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• Real-time Detection Transformer (RT-DETR) of Ornamental Fish Diseases with YOLOv9 using CNN (Convolutional Neural Network) Algorithm

  Dwi Nurul Huda, Mochammad Rizki Romdoni, Liza Safitri, Ade Winarni, Abdur Rahman

  463-471

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• Comparison of Oversampling Techniques on Minority Data Using Imbalance Software Defect Prediction Dataset

  Deni Hidayat, Lindung Parningotan Manik

  472-477

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• Evaluation of the Decision Tree Model for Air Condition Classification on the Global Air Pollution Dataset

  Cindy Dinda Sabella, Yoga Pristyanto

  478-486

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• Aspect-Based Sentiment Analysis for Enhanced Understanding of 'Kemenkeu' Tweets

  Priska Trisna Sejati, Farrikh Alzami, Aris Marjuni, Heni Indrayani, Ika Dewi Puspitarini

  487-498

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• Optimization of Tourism Destination Recommendations in Batang Regency Using Content-Based Filtering

  Ilmira Yulfihani, Muhammad Zakariyah

  499-508

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• Comparison of Clustering Algorithms: Fuzzy C-Means, K-Means, and DBSCAN for House Classification Based on Specifications and Price

  Dhendy Mardiansyah Putra, Ferian Fauzi Abdulloh

  509-515

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• Sentiment Analysis of Online Vehicle Tax Renewal Application Users Using Support Vector Machine Algorithm

  Muhamad Ilham Fauzy, Ferian Fauzi Abdulloh

  516-522

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• Comparison of Naïve Bayes Classifier and Decision Tree Algorithms for Sentiment Analysis on the House of Representatives' Right of Inquiry on Twitter

  Putri Wahyuni, Moh. Ali Romli

  523-530

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• Sentiment Analysis on Tabungan Perumahan Rakyat (TAPERA) Program by using Support Vector Machine (SVM)

  Rizki Agam Syahputra, Riski Arifin, Suryadi ., Muhammad Iqbal

  531-541

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• Sentiment Analysis of Indonesian Responses to the Conflict in Palestine Using KNN and SVM Methods

  Rizky Fauzi, Erik Iman Heri Ujianto

  542-549

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• Detecting Fake Reviews Using BERT and Sublinear_TF Methods on Hotel Reviews in the Lombok Tourism Area

  Zulpan Hadi, M. Zulpahmi, Zaenudin ., Akmaludin Asrory

  550-556

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• Comparative Study: Flower Classification using Deep Learning, SMOTE and Fine-Tuning

  Vincentius Praskatama, Guruh Fajar Shidik, Amanda Prawita Ningrum

  557-568

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• ROVIGA: Model-Driven Soil Moisture Sensor for Internet-Connected Plant Pot

  Iman Setiawan, Mohammad Dahlan Th. Musa, Andi Nurrahma, Alfina Alfina, Rohis Rachman, Moh Ariza

  563-573

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• Implementation of AlexNet and Xception Architectures for Disease Detection in Orange Plants

  Venus Al Fatah, Moh. Ali Romli

  574-579

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• Optimized Machine Learning Model for Credit Card Fraud Detection Using SMOTE-Tomek and Feature Engineering

  Mochammad Abdurrochman Ari Wibowo, De Rosal Ignatius Moses Setiadi

  580-588

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• Implementation of MobileNet Architecture for Skin Cancer Disease Classification

  Haniifa Aliila Faudyta, Jesica Trivena Sinaga, Egia Rosi Subhiyakto

  589-597

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• Comparison of Machine Learning Models for Heart Disease Classification with Web-Based Implementation

  Angga Ramda Ramadhan, Nandang Saefulloh, Nisa Utami, Muji Diana, Abiyyu Aji Prasetyo Utomo, Yusuf Eka Wicaksana

  598-604

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• Ensemble Voting Method for Phonocardiogram Heart Signal Classification Using FFT Features

  Adisaputra Zidha Noorizki, Heri Pratikno, Weny Indah Kusumawati

  605-615

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• The Effects of Preprocessing Techniques on Nasnetmobile’s Performance for Classifying Knee Osteoarthritis Based on the Kellgren-Lawrence System

  Marcell Jeremy Wiradinata, Daniel Martomanggolo Wonohadidjojo

  616-622

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• Optimization of Direct Sales and Sales Canvasser Sales Target Monitoring With RESTful API Implementation on Web-Based Monitoring System

  Restian Dwi Friwaldi, Suyud Widiono

  623-630

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• Innovation in Digitalization of UI/UX Design with User Centered Design to Increase Customer Satisfaction

  Yohana Felicia, Ali Ibrahim, Dwi Rosa Indah, Iin Seprina

  631-638

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• Evaluating Netflix’s User Experience (UX) Through The Lens Of The HEART Metrics Method

  Yulia Astriani, Dwi Rosa Indah; Meylani Utari, M Husni Syahbani

  639-645

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