Forthcoming Issue

This page presents the titles of articles that have undergone the review process in accordance with the guidelines of JAIC Journal and are ready to be included in Volume 10, Number 1. Although these articles have not been assigned page numbers and publication dates yet, both will be determined as soon as these articles are published in their complete and integral form.

1. Implementation of the Random Forest Algorithm for Anomaly Detection of Phishing Attacks on Computer Networks
Author(s): Andika Agus Slameto, Ben Rafi Kahmas

2. Unveiling the Blockchain Intention-Behavior Gap Among Young Developers
Author(s): Suwarno, Josua Yoprisyanto, Syaeful Anas Aklani

3. Addressing Extreme Class Imbalance in Multilingual Complaint Classification Using XLM-RoBERTa
Author(s): Muhammad Ariyanto, Farrikh Alzami, Ramadhan Rakhmat Sani, Indra Gamayanto, Muhammad Naufal, Sri Winarno, Iswahyudi

4. Evaluation of YOLOv8 and Faster R-CNN for Image-Based Food Detection
Author(s): Julian Kiyosaki Hananta, Nuri Cahyono

5. Comprehensive Comparison of TF-IDF and Word2Vec in Product Sentiment Classification Using Machine Learning Models
Author(s): Asra Gretya Sinaga, Robet, Octara Pribadi

6. Weight Estimation of Broiler Ducks Based on Image Processing and Machine Learning with IoT Integration
Author(s): Sindhu Hari Mukti, Ardi Pujiyanta, Abdul Fadlil

7. Aspect-Based Sentiment Analysis of Tourist Attractions in Labuanbajo Using the Transformer Model as a Recommendation for Improving Service Quality
Author(s): Sadikah Nur, Supriadi Sahibu, Mashur Razak

8. A Fuzzy C-Means–Based Clustering Model for Analyzing TOEFL Prediction Scores in Higher Education
Author(s): Filipus Mei Tri Boy Gulo, Rahmad Hidayat, Hendrawaty, Rahmat Isma Hidayat, Muhammad Heikal Fasya, Syifaurrahman, Dea Syafira Ananda

9. Assessing Academic Website Quality Using the WebQual 4.0 Framework
Author(s): Jonathan Pakpahan, Allsela Meiriza, Hardini Novianti

10. Prediction of Nile Tilapia (Oreochromis Niloticus) Harvest Yield in Brackishwater Pond Aquaculture Using XGBoost
Author(s): Salamet Nur Himawan, Wisnu Arif, Nur Budi Nugraha

11. EDCST-Rain: Enhanced Density-Aware Cross-Scale Transformer for Robust Object Classification Under Diverse Rainfall Conditions
Author(s): Oshasha Oshasha Fiston, Djungu Ahuka Saint Jean, Mwamba Kande Franklin, Simboni Simboni Tege, Biaba Kuya Jirince, Muka Kabeya Arsene, Tietia Ndengo Tresor, Dumbi Kabangu Dieu merci

12. IoT Application Development for Marine Debris Management in 3T Islands: Supporting a Circular Economy and Community Empowerment
Author(s): Luki Hernando, Ansarullah Lawi, Aulia Agung Dermawan, Mhd Adi Setiawan Aritonang, Roni A, Dwi Ely Kurniawan, Putriana Carona Manurung, Intan Medisi Putri

13. A SEIR Metapopulation Model for Mpox Transmission Dynamics in the DRC
Author(s): Kasende Mundeke Peter, Matondo Mananga Herman, Milolo Kanumuambidi Lea Irène, Pokuaa Gambrah Patience

14. Analysis of the impact of lateral stock transfers in distribution network with a central warehouse and two storage points
Author(s): Dambo Punga, Mabela Makengo Rostin, Matondo Mananga Herman, Muhala Luhepa Blaise, Boono Yaba Bejamin

15. Performance of Load Balancing Algorithms on Homogeneous and Heterogeneous Servers in On-Premise Environments
Author(s): Tsabitah Avia Aulia Faridah, Galura Muhammad Suranegara

16. Optimizing Feature Extraction for Naïve Bayes Sentiment Analysis
Author(s): Achmad, Fikri Budiman

17. Comparison of Random Forest and LSTM for Tokopedia Sentiment Analysis
Author(s): Fahrizal Denta Saputra, Fikri Budiman

18. Classification Analysis of Single Tuition Fees Using the Random Forest Method with K-Fold Cross Validation
Author(s): Al Khaidar, Nurdin, Fajriana, Taufiq, Defry Hamdhana

19. Knowledge Discovery in Sharia Mobile Banking Reviews Using Aspect-Based Sentiment Analysis and Machine Learning
Author(s): Muthia Nashiroh Ramadhani, Ken Ditha Tania, Mira Afrina

20. Optimizing Email Spam Detection through Handling Class Imbalance with Class Weights and Hyperparameter Using GridSearchCV
Author(s): Muhammad Ridho Nursyam, Muhammad Koprawi, Dony Ariyus

21. Analysis of the Best Social Media Platforms for Promotion Using Machine Learning and RFE Feature Selection: A Comparative Study of Gradient Boosting, XGBoost, CNN, and SVR
Author(s): Maulina Putri, Aria Hendrawan

22. Optimizing Sentiment Classification Models for TikTok Comments using Emotion-Based Preprocessing and Grid Search
Author(s): Bagas Restya Ermawan, Mahendra Bayu Prayoga, Akmal Rafi Fadhillah, Ema Utami

23. Analysis of BRIsat Investment Success From Financial and Nonfinancial Perspectives
Author(s): I Gusti Ayu Agung Wiwin Adyasari, I Gst. Agung Pramesti Dwi Putri, Eka Grana Aristyana Dewi

24. Analysis of Gradient Boosting Algorithms with Optuna Optimization and SHAP Interpretation for Phishing Website Detection
Author(s): Rahmat Fauzi Abu Bakar, Majid Rahardi

25. Comparative Analysis of K-Nearest Neighbors Algorithm and Random Forest Regressor for House Price Prediction in Bandung City
Author(s): Dimas Yudhistira Ananda, Ferian Fauzi Abdulloh

26. Classification of Melinjo Fruit Ripeness Using a Convolutional Neural Network (CNN) Based on Digital Images
Author(s): Anggi Ade Kurniawan, Setyoningsih Wibowo, Nur Latifah Dwi Mutiara Sari

27. Analysis of the Determinants of Pelni Mobile Adoption Failure in Manokwari: A Hybrid Diffusion of Innovation and Theory of Planned Behaviour Approach
Author(s): Yubelina Meilia Bonai, Andreas Leonardo Sumendap, Marlinda Sanglise

28. Comparative Analysis of IndoBERT and Classic Machine Learning Models for Sentiment Classification of Education Policy on Social Media X
Author(s): Gabriella Fani Suciarti Medantoro, Muljono

29. Comparison of Apriori and FP-Growth Algorithms in Market Basket Analysis for Online Book Sales
Author(s): Sofia Rizkal Karimah, Erika Devi Udayanti

30. Comparison of Naïve Bayes and Support Vector Machine for Sentiment Classification of Acne Skincare Reviews
Author(s): Alti Arindika, Majid Rahardi

31. Dynamics and control of Human papillomavirus (HPV) infection using an SVITR compartmental Model
Author(s): Milolo Kanumuambidi Lea-Irène, Matondo Mananga Herman, Gambrah Pokuaa Patience, Mukinayi Kanumuambidi Junior, Nguemfouo Marcial, Kasende Mundeke Peter, Consolant Majegeza Benjamin

32. Performance Evaluation of Face Mask Detection Using Feature Descriptor and Supervised Learning Method
Author(s): Adi Suheryadi, Faisal Dharma Adhinata, Heru Wijanarko

33. Improving Retrieval-Augmented Generation Performance Using the MAF-RAG Architecture, EVR–VOR Vector Retrieval, and Multi-Agent Fallback Reasoning
Author(s): Erlanda Prasetio, L. Budi Handoko, Khafiizh Hastuti 

34. IndoBert-Based Sentiment Analysis of Political Discourse on Platform X: The Case of Prabowo-Gibran Administration
Author(s): Vanesa Estetika Sidauruk, Wise Herowati

35. Comparison of K-Nearest Neighbor, Naïve Bayes, and C4.5 Algorithms for Predicting Academic Stress Risk in Students Based on Psychological Survey Data
Author(s): Nur Annisa Widya Pertiwi, Iwan Setiawaan Wibisono

36. Performance Evaluation of Web Applications Using JMeter Load Testing for Server Capacity and Response Efficiency
Author(s): Aulia Rahma Annisa, Mirza Ardiana, Putri Nur Rahayu, Thomas Brian, Mohammad Abu Jami’in

37. SemetonBug: Next-Generation Machine Learning-Powered Code Analyzer for Precision Bug Detection and Dynamic Error Localization
Author(s): Surni Erniwati, Bahtiar Imran, Zumratul Muahidin, Zaeniah, Juhartini

38. From Speech to Summary: A Pipeline-Based Evaluation of Whisper and Transformer Models for Indonesian Dialogue Summarization
Author(s): Manulang

39. Leveraging Convolutional Neural Networks and Random Forests for Advanced Sentiment Classification of Social Media Responses on Public Services
Author(s): Alya Rohalia, Afiyah Rifkha Rahmika

40. Experimental Comparison of Ground Plane Detection Speed Across Mobile Platforms
Author(s): Laura Ladiesga, Caraka Aji Pranata, Heri Sismoro

41. Image Processing and Object Detection in the Indonesian Sign System (SIBI) for Hearing-Impaired Communication
Author(s): Dewi Astria Faroek, Muhammad Yusuf, Haris

42. Benchmarking Oversampling Strategies to Enhance the Performance of Machine Learning Algorithms in Hypertension Classification
Author(s): Aenur Hakim Maulia, Abu Salam

43. Anomaly-Based DDoS Detection Using Improved Deep Support Vector Data Description (Deep SVDD) and Multi-Model Ensemble Approach
Author(s): Bahtiar Imran, Lalu Delsi Samsumar, Ahmad Subki, Wenty Ayu Wahyuni, Zumratul Muahidin, Muh Nasirudin Karim, Ahmad Yani, Zulpahmi

44. Application of SARIMA, GRU, and Prophet for Capturing Seasonal Patterns in Consumer Price Inflation
Author(s): Laily Nissa Atul Mualifah

45. Application of the Hybrid Entropy–VIKOR Method for Urban EV Charging Station Prioritization in Central Java
Author(s): Ivana Purbaningtyas, Saifur Rohman Cholil

46. A Multi-Criteria Decision Approach to Livability Assessment Using Hybrid FUCOM–VIKOR
Author(s): Felina Devi Maharani, Saifur Rohman Cholil

47. A Fine-Tuned Transfer Learning Vision Transformer Framework for Lungs X-Ray Image Classification
Author(s): I Gusti Ngurah Lanang Wijayakusuma, Made Sudarma, Ni Putu Dian Astutik

48. Analysis of Deep Learning Implementation Using Xception for Rice Leaf Disease Classification
Author(s): Niken Puspitaningrum, Majid Rahardi

49. Outperforming DNN Using MLP in Water Quality Assessment for Aquaculture
Author(s): Mochammad Anshori, Mufid Musthofa

50. Exploring Public Opinion on the 'Makan Bergizi Gratis' Program on X: A Comparative Analysis of IndoBERT-Large and NusaBERT-Large Models
Author(s): Aurelya Prameswari Arunia, Ramadhan Rakhmat Sani, Ika Novita Dewi, MY Teguh Sulistyono

51. Comparative Study of LSTM and GRU Accuracy in Predicting BBRI Stock Closing Price
Author(s): Rifqy Willy Akbari, Adam Prayogo Kuncoro, Abdul Jahir

52. Analysis of SMOTE and Random Search on Machine Learning Algorithms for Stroke Disease Diagnosis
Author(s): Ubaid Khoir Julio Dn, Majid Rahardi

53. Optimizing Bankruptcy Prediction on Imbalanced Data using XGBoost with Random Oversampling and Chi-Square
Author(s): Revalina Suyatno, Erika Devi Udayanti, Ika Novita Dewi

54. Comparison of Naive Bayes and Support Vector Machine (SVM) Algorithms for Classifying the Maturity Level of Melon
Author(s): Leza Maulidina Salma, Irma Handayani

55. Classification of Facial Acne Types Based on Self-Supervised Learning using DINOv2
Author(s): Gantari Chardaputeri, Angelina Pramana Thenata

56. Improvement of User Experience Evaluation For SMEs Digital Application Using TRI, TAM, SUS Integration
Author(s): Ivan Ismanto, Indra Gamayanto, Gabriello Klavin Sanyoto

57. Evaluation of Histogram-Based Image Enhancement Methods for Facial Images in Drowsy Driver Using No-Reference Metrics
Author(s): Muhammad Naufal, Harun Al Azies, Farrikh Alzami, Rivaldo Mersis Brilianto

58. Hybrid Rainfall Analysis in Semarang by Integrating SARIMA Predictions with Meteorological Association Rules
Author(s): Kristina Agustin, Ika Novita Dewi

59. Behavioural Predictors of Forward Head Posture Risk: A Correlation, Machine Learning, and Clustering Analysis
Author(s): Angel Aprilia Putri Lo, Christian

60. Application of ADASYN and Optuna in the XGBoost Algorithm for Stunting Detection
Author(s): Fastabyq Ad’ha Putra Sadewa, Defri Kurniawan

61. Detection of Diabetic Retinopathy Using Hybrid InceptionResNetV2-KELM Method
Author(s): Musfiroh Musfiroh, Dian Candra Rini Novitasari, Lutfi Hakim, Adelia Damayanti, Dina Zatusiva Haq, Siti Nur Aisah

62. The Impact of the L1/L2 Ratio on Selection Stability and Solution Sparsity along the Elastic Net Regularization Path in High-Dimensional Genomic Data
Author(s): Fani Fahira, Kusman Sadik, Cici Suhaeni, Agus M Soleh

63. Implementing Defense-in-Depth Framework on Orange Pi NAS Using Host-Based Security and ZFS
Author(s): Muhammad Fatih Hady, Hafiyyan Putra Pratama

64. IoT-Based Water Quality Monitoring and Control System for Koi Fish Ponds
Author(s): Agil Yafi Adriansyah, Novita Kurnia Ningrum

65. Recommendation System Yogyakarta Tourism Using TF-IDF and Cosine Similarity Methods with Word Normalizer
Author(s): Jauhar Fauzi Ulul Albab, Arif Nur Rohman 

66. Improving the Accuracy of Obesity Classification Using a Stacking Classifier on Imbalanced Data with SMOTE
Author(s): Sifa Ayu Rosita Sari, M.Arief Soeleman, Mamay Maida, Hestiana Putri Novitasari

67. Suicidal Ideation Detection in Social Media using Optimized CNN-BiLSTM Architecture
Author(s): Hestiana Putri Novitasari, M. Arief Soeleman, Sifa Ayu Rosita Sari, Mamay Maida

68. Real-Time Waste Detection System Using YOLOv12 with Transfer Learning
Author(s): Adellia Jovina, Ester Lumba

69. Analysis of Gradient Boosted Trees Algorithm in Breast Cancer Classification
Author(s): Cantika Okzen Suryaputri, Majid Rahardi

70. Implementation of SSL-Vision Transformer (ViT) for Multi-Lung Disease Classification on X-Ray Images
Author(s): Rafi Haqul Baasith, Theopilus Bayu Sasongko, Arifiyanto Hadinegoro, Uyock Anggoro Saputro

71. Implementation of LSTM for Gold Price Prediction in Indonesia
Author(s): Maria Oktaviani Giska Sibannang, I Gusti Lanang Wijayakusuma

72. Performance Comparison of Naive Bayes and Support Vector Machine Methods in Music Genre Classification Based on Audio Signal Feature Extraction Using Mel-Frequency Cepstral Coefficients (MFCC)
Author(s): Kevin Putrayudha Naserwan, Kanda Januar Miraswan, Meylani Utari

73. Public Sentiment Analysis on Demonstration Actions Using IndoBERT Based on Transfer Learning
Author(s): Ni Putu Dina Agustina, I Dewa Ayu Pradnya Pratiwi Tentriajaya, I Gusti Ngurah Lanang Wijayakusuma

74. Transformer-based Models for Cardiovascular Disease Predictions from Electronic Health Records: A Systematic Review
Author(s): Onayi T Chikumo, Belinda Ndlovu

75. Transformer-Based Models for Electronic Health Records and Omics in Healthcare: A Systematic Literature Review
Author(s): Joshua Machemedze, Belinda Ndlovu

76. A Systematic Review of Post-Quantum Cryptography for Healthcare Data Protection: Performance, Readiness, and Deployment Challenges
Author(s): Taboka Ngwenya, Belinda Ndlovu

77. Multi-Agent Retrieval Augmented Generation for Clinical Decision Support: A Systematic Review and Integrative Conceptual Framework
Author(s): Tarisai Mugambiwa, Belinda Ndlovu

78. Analysis of Public Sentiment Towards the Free Nutritious Meals Program on TikTok Social Media Using the K-Nearest Neighbor Algorithm
Author(s): Ivan Prasetiyo Nugroho, Sri Mujiyono

79. Design and Implementation of an IoT-Based Low-Emission Mobile Plastic Melting Machine for Sustainable Paving Block Production in Batam City
Author(s): Ansarullah Lawi, Alvendo Wahyu Aranski, Rifa’atul Mahmudah Burhan, Luki Hernando, Muhammad Adi Setiawan Aritonang, Aulia Agung Dermawan, Dwi Ely Kurniawan, Abdul Mutalib Leman

80. Implementation of Real-Time Swarm Drone Formation Using Firebase and MIT App Inventor with Interpolation-Based Control in Gazebo
Author(s): Ryan Satria Wijaya, Hendawan Soebhakti, Rifqi Amalya Fatekha, Sarah Anggraini

81. Calibration and Applied Statistical Modeling Using Logistic Regression on the UCI Heart Disease Dataset
Author(s): Andi Cahyono, Inkha Ameriza, Gunadi, Ervira Dwiaprini As Syifa, Mashal Kasem Alqudah

82. Evaluating Image Recognition Accuracy in Explicit Content Detection: A Comparative Study with Indonesian Perceptions
Author(s): Rauhil Fahmi,Deni Utama, Muhammad Ridho Kurniawan Pratama, Fathan Bainal Kaffi, Senoaji Pamungkas

83. Enhanced Multi-Objective Green Vehicle Routing with a New Fuzzy Speed-Driven Fuel Consumption Model
Author(s): Emile Kayij Nawej, Yves Tinda Mangongo, Pierre Katalay Kafunda, Justin-Dupar Busili Kampempe

84. Explainable Transformer and Machine Learning Models in Predicting Tuberculosis Treatment Outcomes. A Systematic Review
Author(s): Shumirai S Sibanda, Belinda Ndlovu

85. Comparative Analysis of Foot Sole Classification Models: Evaluating Logistic Regression, SVM, and Random Forest
Author(s): Trie Dinda Maharani Purba, Imam Yuadi

86. Smart Glove Design to Improve Accessibility Communication for the Deaf
Author(s): Janeri Amanda, Senie Destya, Muhammad Koprawi

87. Comparison of Transfer learning Models MobileNetV3-Large and EfficientNet-B0 for Rice Leaf Disease Classification
Author(s): Ahmad Naufal Abiyyu, Majid Rahardi 

88. Comparative Analysis of MobileNetV3 and EfficientNetv2B0 in BISINDO Hand Sign Recognition Using MediaPipe Landmarks
Author(s): Alief Khairul Fadzli, Majid Rahardi

89. Optimizing XGBoost for Heart Disease Risk Classification Using Optuna and Random Search on the Behavioral Risk Factor Surveillance System (BRFSS) 2023 Dataset
Author(s): Muhammad Dzaky, Adam Prayogo Kuncoro, Riyanto

90. Analysis of the Impact of Violent Content on Social Media on Adolescent Cyberpsychology Using Support Vector Machine and Random Forest
Author(s): Wulandari Febriani, Mambang, Septyan Eka Prastya, Billy Sabella, Finki Dona Marleny

91. Performance Evaluation of Multi Cloud Failover Using Domain Name System
Author(s): Cahya Zaelani, Galura Muhammad Suranegara

92. Indonesian Gold Price Forecasting Using Simple and Stacked LSTM with Expanding Window
Author(s): Rahmat Tegar Patriot Hari Lambang, Ifnu Wisma Dwi Prastya, Mula Agung Barata

93. Integration of AHP and Rank Order Centroid in a Decision Support System for Selecting Social Media for MSMEs
Author(s): Mayang Anglingsari Putri

94. Performance Analysis of KNN and BERT Algorithms for Classifying Student Sentiments Towards Campus Services
Author(s): Mutmainna, Heliawati Hamrul, Wawan Firgiawan

95. Association Rule Mining for Truck Body Damage Pattern Analysis Using Apriori and CRISP-DM
Author(s): Livanty Efatania Dendy, Rinabi Tanamal

96. Analyzing Compost Fermentation Accuracy Through Fuzzy Logic and R-Square Techniques
Author(s): Reze Firmansyah Putranto, Novita Kurnia Ningrum

97. Software Development for Swimmer Performance Prediction System Based on Physical Characteristics using XGBoost
Author(s): Surya Pratama Tanzil, Tinaliah, Anugerah Widi

98. AI-YOLO Based Smart Laboratory Security for Automated Face Recognition and Suspicious Activity Detection
Author(s): Nurul Khaerani Hamzidah, Syahrir, Ainun Jariyah, Carlos Agunar Da Costa, Sitti Saenab, Dul Arafat Muin, Nur Ichzan As

99. Comparison of LightGBM and CatBoost Algorithms for Diabetes Prediction Based on Clinical Data
Author(s): Muhammad Sidik Latuconsina, Majid Rahardi

100. Optimization of Support Vector Machine Model Performance in Image Classification through Dimension Reduction with Principal Component Analysis (PCA)
Author(s): Zahfar Aziz Ferdian, Joko Sutopo

101. Classification Of Student Depression Using Support Vector Machine Modeling And Backward Elimination
Author(s): M. Zaeni Rohmat Abidin, Afril Efan Pajri, Jauhara Rana Budiani

102. Sentiment Analysis of President Prabowo's Performance on Twitter (X) with a Comparative Study of SVM, XGBoost, and AdaBoost
Author(s): Anang Ma’ruf, Afril Efan Pajri, Putri Liana

103. Forecasting Export Values in West Sumatra Using Backpropagation Neural Network
Author(s): Desi Rahmawati, Zamahsary Martha

104. Identification and Classification of Cracks in Traditional Pottery from West Sumatra Using Digital Image Processing
Author(s): Raja Ayu Mahessya, Firna Yenila

105. Comparative Analysis of BERT and LSTM Models for Sentiment Classification of Mobile Game User Reviews
Author(s): Toto Indriyatmoko, Majid Rahardi, Hastari Utama, Arvin Claudy Frobenius

106. Opinion Mining of Pedometer Application Reviews on Google Play Store Using Fine-Tuned IndoBERT-Base
Author(s): Anggi Setyo Primono, Ucta Pradema Sanjaya

107. Interpretable Ensemble Models for Lifestyle-Based Sleep Disorder Prediction
Author(s): Farhan Rahardian, Sindhu Rakasiwi