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 4. 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. Comparison of LSTM and Random Forest for Hydrogen Production Prediction in Alkaline Water Electrolysis
Author(s): Ulil Amri, Ardi Pujiyanta, Sunardi

2. Mapping Urban Vegetation Change Using RGB-Based K-Means Clustering In Baubau City
Author(s):  Afriningsih Harjunianti, Syafruddin Syarif, Yuyun Wabula, Abdul Latief Arda, Supriadi Sahibu, Ingrid Nurtanio

3. Sentiment Analysis of Skincare Product Reviews: A Comparison of Naïve Bayes and Support Vector Machine Algorithms
Author(s): Refida Septiana Putri, Reykha Putri Randika, Febi Dwi Sasmita, Pungkas Subarkah

4. Application of Rule-Based Pattern Matching for Detecting Mujarrad and Mazid Verbs in the Qur'an Based on Arabic Morphological Patterns
Author(s): Suci Khairani, Rini Meiyanti, Nunsina

5. Comparison of U-Net and Attention U-Net for Binary Flood Segmentation from UAV Imagery
Author(s): Fariida Qurrota ‘Aini, Muhamad Akrom, Gustina Alfa Trisnapradika

6. Security and Performance Analysis of PRESENT, SPECK, and ASCON Lightweight Cryptographic Algorithms in MQTT-Based IoT Environments
Author(s): I Wayan Rangga Pinastawa, Susanto, Khoironi

7. Aspect-Based Sentiment Analysis of Indonesian Electric Vehicles on Social Media
Author(s): Muh. Hanafi Halik, Hazriani, Nasrullah, Andani Achmad, Ingrid Nurtanio, Wardi 

8. Indonesia–English Bilingual Visual Question Answering Using Partial Fine-Tuning on a ViT-GPT2 Architecture
Author(s): Anas, Hazriani, Yuyun, Syamsul Rijal, Tirta Chiantalia Sharief

9. Comparative Evaluation of Ensemble Learning Models for Prenatal Stunting Risk Assessment Based on Maternal Health Data
Author(s): Nur Inaya Bahar, Eka Qadri Nuranti, Intan Sari Areni

10. AI-Augmented Fleet Intelligence in a GPS-Based Mobility SaaS: Predictive Fare Modeling, Demand Forecasting, and Driver Performance Scoring in Digikab
Author(s): Jai Chandra Mouli Langoju

11. Problem Statement Formulation in Computing Research: A Systematic Review and a Proposed Computing-Specific Framework
Author(s): Tirivashe Mafuhure, Mampilo Phahlane, Charles Mbohwa

12. Comparative Analysis of Automatic Labeling With Cohen's Kappa Validation for Cyberbullying on Tiktok Using Pre-Trained Transformer
Author(s): David Rian Prabowo, Khoiriya Latifah, Nugroho Dwi Saputro

13. Construction of a Dialect-Sensitive Javanese Semantic Lexicon to Support Machine Translation Systems
Author(s): Musthofa Galih Pradana, Ridwan Raafi'udin, Nurul Afifah Arifuddin, Mohammad Asaduzzaman Rasel

14. Optimization of Diabetes Mellitus Classification Using the Random Forest and SMOTE-ENN Methods
Author(s): Imam Fadhur Rahman, Egia Rosi Subhiyakto, Cinantya Paramita

15. Prediction of Remaining Productive Life of Oil Palm Plantation Soil Using Support Vector Regression with Permutation-Based Feature Importance Analys
Author(s): Zara Yunizar, Nurdin, Zharif Athaya Andarfi

16. Comparative Analysis of K-Nearest Neighbors and Support Vector Machine for Student Stress Prediction
Author(s): Luthfi Khoirul Umam, Setyoningsih Wibowo, Agung Handayanto

17. Implementation of Stacking Ensemble Learning on Decision Tree Regressor for Food Commodity Price Prediction in Indonesia
Author(s): Nukman Solikhudin, Mega Novita, Ramadhan Renaldy

18. The Application of Naïve Bayes Algorithm in Detecting Hoaxes on National News Portals in Indonesia
Author(s): Cut Rifa Salsabil, Nurdin, Rizki Suwanda

19. TikTok Sentiment Analysis on Koperasi Merah Putih Using SVM and ANN
Author(s): Meliysa Pasa Bagna Aprilia Said, Kholifatus Sholihah, Ifnu Wisma Dwi Prastya, Afril Efan Pajri

20. Facial Deepfake Detection System Using YOLOv11 and Xception Architecture
Author(s): Fachril Akbar, Nurdin, Kurniawati

21. Risk Management and Sharia Compliance in Crypto Staking: A Systematic Literature Review
Author(s): Maulana Asykari Muhammad, Fitroh, Rinda Hesti Kusumaningtyas

22. Comparison of Classical Machine Learning and IndoBERT on Sentiment Analysis of Danantara Program in X
Author(s): Silvan Ridho Pradana, Etika Kartikadarma

23. Real-Time BISINDO Gesture Detection Using YOLOv8 for a Web-Based Text-to-Speech Prototype
Author(s): Riska Dewi Yuliyanti, M. Rafi Muttaqin, Teguh Iman Hermanto

24. Unraveling Insights from User Reviews of Sapawarga – Jabar Super Apps Through Topic Modeling
Author(s): Basrah Nasution, Indra Budi, Aris Budi Santoso, Prabu Kresna Putra

25. Decision Tree-Based Web Expert System for Preliminary Screening of Refractive Eye Disorders
Author(s): Dini Fariha, Rizal Tjut Adek, Rizki Suwanda

26. Numerical Study of Secant Method for Finding the Optimum RF Coil Length in MRI Systems Using Python
Author(s): Tatik Juwariyah, Silvia Anggraeni, Henry Binsar Hamonangan Sitorus

27. Comparative Analysis of Machine Learning Algorithms with SMOTE for Imbalanced Sentiment Classification of IndiHome on Platform X
Author(s): Rizky Adisaputra, Muhammad Arifin, Soni Adiyono

28. Comparison of the Performance of K-Nearest Neighbor and Naive Bayes Algorithms on Sentiment Analysis of PinjamYuk Application User Reviews Using SMOTE and TF-IDF 
Author(s): Lindya Rossita Handoko, Amelia Faza, Mula Agung Barata, Afril Efan Pajri

29. Ensemble Tree-Based Machine Learning for Predicting Volumetric Change in Lithium-Based Battery Electrode Materials
Author(s): Arsenio Farrell Winoto, Gustina Alfa Trisnapradika

30. Headline-Based Indonesian Political Misinformation Classification: A Comparative Study of Naive Bayes, SVM, CNN, and IndoBERT Models
Author(s): Ade Ariyo Yudanto, Naila Nabiha Qonita, Nur Aulia Maknunah, Inria Purwaningsih, Septian Rahardiantoro, Agus Mohamad Soleh

31. Performance Evaluation of Word2Vec and FastText Embeddings in a CNN-BiLSTM Model for Sentiment Classification of the LPDP Alumni Controversy
Author(s): Dwi Erzalianti, Joice Junansi Tandirerung, Cici Suhaeni, Bagus Sartono

32. Work Readiness Prediction of Vocational High School Students Using a Genetic Algorithm-Optimized Random Forest and XGBoost as a Benchmark Model with Explainable AI (SHAP)
Author(s): Syifa Amalia, Noor Latifah, Andy Prasetyo Utomo

33. Real-Time Facial Emotion Recognition Using Mini-Xception and EfficientNetB4
Author(s): Gede Pradistya Evan Aryaputra, Christy Atika Sari, Eko Hari Rachmawanto

34. Web-Based Geographic Decision Support System for Boarding House Recommendation Using SMART and A*
Author(s): Muslimatul Magfirah, Rizal, Safwandi

35. PerceptionGuard: Privacy-Aware Split Inference for Multimodal Mobile Applications
Author(s): Sridhar Rao Muthineni

36. Adoption of Sustainable and Human-Centered Explainable AI in Higher Education. An Extended UTAUT Perspective
Author(s): Fine Masimba, Bester Chimbo, Kudakwashe Maguraushe

37. Improving Retrieval-Augmented Generation Grounding Using Document Hierarchy Chunk Graph
Author(s): Putri Cristin, Hilmil Pradana

38. Banana Ripeness Classification Based on Color and Texture Using a CNN with ResNet50 Architecture
Author(s): Raafiandy Wirawan Avicenna, Christy Atika Sari, Eko Hari Rachmawanto

39. Waste Image Classification Using EfficientNet B4 with MD5 and pHash Data Duplication Analysis on Two Datasets
Author(s): Abdul Qohhar, Christy Atika Sari, Hidayah Rahmalan

40. Human Body Posture Classification from Digital Images Using the InceptionV3 Architecture
Author(s): Munandar Rahmat Prayogi, Christy Atika Sari, Eko Hari Rachmawanto

41. Evaluation of Information Security Readiness Level Using the Integration of KAMI Index 5.0 and ISO/IEC 27001:2022
Author(s): Nasya Ananda Rozi, Agus Wijayanto, Wahyu Nur Alimyaningtias

42. Real-Time Heart Rate Pattern Analysis During Computer-Based Work Activities
Author(s): Muhammad Fatiha Assyfa, Muhammad Fikry, Zara Yunizar

43. Comparison of LSTM, GRU, Bi-LSTM, and XGBoost for BRIS Stock Price Prediction with Lookback Period Variations
Author(s): Subekti Wahyu Aji, Wise Herowati

44. Analysis of User Sentiment Toward Mountain Climbing Content Based on YouTube Comments Using the K-Nearest Neighbors Algorithm
Author(s): Ghiffari Arrozaq, Sri Mujiono

45. Divorce Determinants Clustering in Indonesia Using K-Means and Agglomerative Hierarchical Methods (AHC)
Author(s): Danang Hilal Kurniawan, Nurul Alfajar Gumel, David Boby C. Nainggolan, M. Syamsuddin Wisnubroto, Fajri Farid

46. Benchmarking Pseudo-Mask Generation Methods for ResNet34-U-Net Acne Segmentation
Author(s): Nikita Amelia Valencia, Puguh Hiskiawan

47. Variational Mode Decomposition and Deep Learning for Geomagnetic K-Index Prediction
Author(s): Asmadi Djasman, Ahmad Musyafa, Kahfi Heryandi Suradiradja

48. Mapping Compliance–Maturity Gaps in EdTech Personal Data Security: Integrating the PDP Law and KAMI Index 5.0
Author(s): Ocha Oktafia, Nelmiawati, Putri Hening Graha, Kessy Dealova

49. Development of a Configurable IoT-Based Adaptive Thermal Comfort Monitoring Platform Using Scrum and DevOps Practices
Author(s): Sri Atikah

50. Performance Comparison of Random Forest, Support Vector Machine, and K-Nearest Neighbors Algorithms in Ten-Minute Rainfall Prediction for Urban Flood Mitigation in South Tangerang
Author(s): Tri Nurmayati

51. Hybrid Sentiment Analysis of Public Perception on Indonesia’s Role in the Board of Peace Using Inset Lexicon and Support Vector Machine
Author(s): Rahmat Hidayat

52. Support Vector Machine and Multilayer Perceptron Optimization for Banana Leaf Disease Classification Using Hue Saturation Value and Gray Level Co-occurrence Matrix
Author(s): Haris Pujianto, Christy Atika Sari, Musab Iqtait

53. Real-Time Weapon Detection and Suspect Face Capturing System Using YOLOv8
Author(s): Chairina Ulfa, Muhammad Fikry, Hafizh Al Kautsar Aidilof

54. Brain Tumor Classification in MRI Images Using Convolutional Neural Networks with Explainable Artificial Intelligence
Author(s): Muhammad Abdul Ghofur, Nirma Ceisa Santi, Hastie Audytra