Journal of Applied Informatics and Computing

Current Issue

Vol 8 No 2 (2024): In Progress

This article has been accepted for publication in the upcoming issue of the Journal of Applied Informatics and Computing (JAIC) Vol. 8 No. 2. The following are articles that have been completed, have undergone the peer-review process, and have been accepted for publication.

Published: 2024-08-13

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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Implementation of IDS and IPS for Detecting and Preventing TCP Port Scanning and ICMP Flooding Attacks

Iqbal Maqdum Razzanda, Muhammad Koprawi

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, Suriadi Suriadi, 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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Journal of Applied Informatics and Computing (JAIC) is a peer-reviewed open access journal. We invite lecturers, researchers and students to exchange and disseminate theories and practices oriented towards the application of informatics and computing. Submitted papers can be written in Indonesian and English (preferably) for the initial review stage by the editor and two reviewers. The Journal covers the whole spectrum of applied informatics and computing, which includes, but is not limited to: Applied Informatics, Applied Computing, Applied Mathematics, Applied Network Computing.

Journal of Applied Informatics and Computing (JAIC) is a journal published by Study Program of Informatic Engineering, Politeknik Negeri Batam. The JAIC is issued two times a year in electronic form. The electronic pdf version is accessible on the internet free of charge. We encourage all interested contributors to submit their work for consideration. e-ISSN: 2548-6861.

Journal of Applied Informatics and Computing (JAIC) has been indexed by: