Vol 8 No 2 (2024): In Progress | Journal of Applied Informatics and Computing

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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.

DOI: https://doi.org/10.30871/jaic.v8i2

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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