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 3. 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 Holt’s Exponential Smoothing and Weighted Moving Average Methods in Predicting the Proportion of Alma Mater Sizes
Author(s): Eko Dwi Nugroho, Miranti Verdiana, Leslie Anggraini, Radhinka Bagaskara

2. An Applied Data Science Approach for Detecting Depression Symptoms in Indonesian Social Media Text Using Transformer Models
Author(s): Winson, Puguh Hiskiawan

3. Development of an Intelligent Waste Identification System Based on the YOLOv11 Algorithm
Author(s): Sherylin Nicole Gunawan, Usman Sudibyo

4. Comparative Analysis of the Performance of Machine Learning Methods and Text Embedding Techniques in Classifying Toxic Conversations in the Roblox Game
Author(s): Syifa Alfariani, Octa Dama Yanti, Syifa Naura Milla Celesta, Ken Ditha Tania, Ahmad Rifai

5. Enhancing Cyberbullying Sentiment Detection: A Comparative Study of IndoBERT and IndoBERTweet over SMOTE and Bernoulli Naive Bayes Approach
Author(s): Eka Mardiana Putri Rahmawati, Mochammad Anshori, M. Syauqi Haris

6. Comparing Decision Tree and Optimized LightGBM for Attrition Prediction
Author(s): Dhea Maharani, Farrikh Alzami, MY. Teguh Sulistyono, Aris Nurhindarto, Dewi Agustini Santoso, Muslih, Henry Bastian

7. Forecasting the Demand for Freshmen Alma Mater Jackets and Sports T-Shirts by Size Using a Hybrid Bayesian–Machine Learning Approach
Author(s): Miranti Verdiana, Eko Dwi Nugroho, Leslie Anggraini, Radhinka Bagaskara

8. Comparison of the Application of YOLOv5, YOLOv8, and YOLOv11 for Training Chinese Chess Objects
Author(s): Ahmad Mufid Panisti, Ryan Satria Wijaya, Eko Rudiawan Jamzuri, Anugerah Wibisana

9. Spatiotemporal Analysis of Peatland Fire Hotspots and Fire Intensity in Riau Province Using MODIS–VIIRS Multisensor Satellite Data
Author(s): Najwa Ratu Afi, Ramadhan Rakhmat Sani, Ricardus Anggi Pramunendar, Nurul Anisa Sri Winarsih, Ika Novita Dewi

10. Three-Tier Disaster Logistics System Integrating GIS and MILP Optimization
Author(s): Danny Oka Ratmana, Muhammad Syaifur Rohman, Galuh Wilujeng Saraswati, Filmada Ocky Saputra, Aprilyani Nur Safitri, Imanuel Harkespan

11. Performance Analysis of Suricata as an Intrusion Detection System (IDS) in Detecting Slowloris Attacks on Web Servers
Author(s): Andika Agus Slameto, Eka Marlina Kemala Sari

12. Integrated Emergency Communication System for Disaster Areas Using Long Range
Author(s): Mahadika Nafiz Luqman, Muhammad Fikry, Yesy Afrillia

13. Classification of the Effectiveness of Balur Therapy on Patients at the Malang Health Center Using the Decision Tree Algorithm
Author(s): Riski Puji Lestari, Mochammad Anshori, Wahyu Teja Kusuma

14. Integration of Multi-Modal Sensors and Images for Monitoring Book Stock Inventory in an Internet of Things- Based Warehouse
Author(s): Fandi Ishadinata, Supriadi Sahibu, Zahir Zainuddin

15. Comparison of Naive Bayes, Support Vector Machine, and Indobert Methods for Classifying Public Sentiment towards the MBG Program on Platform X
Author(s): Hanya Abriananta, Khothibul Umam, Nur Cahyo Hendro Wibowo, Maya Rini Handayani

16. Factor Analysis Influencing Review Scores on E-Commerce Platforms Using Machine Learning
Author(s): Meylani Utari, Kanda Januar Miraswan, Anna Dwi Marjusalinah

17. Detecting financial fraud using random forest machine learning
Author(s): Peta Kahiomba Esther, Mitelezi Mbila Jonathan, Mabela Matendo Rostin, Kafunda Katalay Pierre, Mbuyi Mukendi Eugene

18. Perfomance Evaluation of Multi Layer Perceptron Algorithm in Rainfall Prediction Based on AWS Station Topography Characteristics
Author(s): Taswanda Taryo, Sajarwo Anggai, Hartanto, Naufal Ananda

19. Benchmarking YOLOv12 Variants for Indonesian Traditional Cuisine Detection
Author(s): Fauzan Firdaus, Lidya Ningsih, Aminah Indahsari Marsuki, Angel Metanosa Afinda

20. Decision Tree for Sentiment Analysis of Facebook Social Media Posts Related to Traffic Congestion in Palembang City
Author(s): Sukemi, Ahmad Fali Oklilas, Hatta Efrizal

21. Reducing Cognitive Load in Micro-School Systems through Frugal Interaction Design
Author(s): Muhamad Akda Fathul Barri, Ayu Permata Sari, Suprih Widodo

22. Multimodal Sensor Evaluation for Fish Pond Water Quality Monitoring
Author(s): Zein Rifal, Syafruddin Syarif, Imran Taufik, Mashur Razak, Supriadi Sahibu, Respaty Namruddin

23. AODV Routing Optimization in Wireless Mesh Networks Using SDN-Inspired Control and ETX-Driven Machine Learning Weight Adaptation
Author(s): Mochamad Yusril, Galura Muhammad Suranegara

24. Classification Model Evaluation of Public Perception Regarding Nusantara Capital Relocation
Author(s): Galih Sabilah Rosat, Nova Rijati

25. Comparison of Feature Selection Methods in Classifying Poverty Levels in Indonesia Using Comparative Machine Learning Methods
Author(s): Nuniska Dwi Kamayanti, Ifnu Wisma Dwi Prastya, Sahri

26. Comprehensive Diabetes Risk Prediction Using BRFSS Data: Performance, Explainability, Fairness, and Calibration
Author(s): Virzan Pasa Nugraha, Agung Febrian

27. Knowledge Discovery of AI Usage Dependency Patterns in Learning Activities Using Random Forest, XGBoost, Logistic Regression with SHAP-Based Interpretation
Author(s): Fidela Tertia Alfino, Puti Chalisa Wardhana, A. Salwa Aurelya Putri, Athiyyah Nuha Rotifa, Ken Ditha Tania, Ahmad Rifai, Dedy Kurniawan

28. Temporal Deep Learning for Probabilistic Mutation Forecasting in SARS-CoV-2 Spike Protein Sequences
Author(s): Robert Selemani, Belinda Ndlovu, Amazing Maphosa

29. Modeling Capital-Induced Labor Migration for Indonesian Regional Convergence
Author(s): Dina Rahma Wita, Muhammad Subhan

30. Attention-Enhanced Multivariate Forecasting for Intelligent Microservice Autoscaling
Author(s): Nur Saifuddin, Mula Agung Barata, Ifnu Wisma Dwi Prastya

31. Comparative Analysis of Machine Learning and IndoBERT Models for Sentiment Analysis of YouTube Comments on the Free Nutritious Meals Program
Author(s): Irvan Theo Shandy, Ucta Pradema Sanjaya

32. An Integrated Predictive-Prescriptive Framework for Indonesian Export Allocation Using Hierarchical Commodity Classification and Gurobi Optimization
Author(s): Zekko Jotty Nugroho, Farrikh Alzami, Amiq Fahmi, Agus Winarno, Siti Hadiati Nugraini, Muhammad Naufal, Ifan Rizqa

33. Neural Machine Translation of Balinese-Indonesian Using T5 Architecture with QLoRA Optimization
Author(s): Leonard Bodhi Kumaro, I Gusti Ngurah Lanang Wijayakusuma, IPW Gautama

34. From Web Extraction to Collaborative Filtering: An End-to-End Architecture for Reliable Recommendation Systems
Author(s): Lamanabwe Epus Hervé, Blaise Muhala Luhepa, Matondo Mananga Herman, Dieuleveut Nianga Kaya-Kaya, Benjamin Consolant Majegeza

35. Deep Learning-Based Rice Grain Classification with Class Imbalance Handling Using Weighted Sampling and Data Augmentation
Author(s): Muhammad Aulia Anhar, Nova Rijati

36. Deep Learning-Based Detection and Classification of Rice Leaf Diseases Using ResNet-50 with Augmentation and K-Fold Cross-Validation
Author(s): Zaqi Kurniawan, Rizka Tiaharyadini, M Saddam Ryuga Octoramdhani, Radiz Dirgantara

37. Comparison of Sobel, Prewitt, and Canny Edge Detection Methods in Digital Images
Author(s): Diana Diana, Delima Agustina, Dian Yunita Situmorang, Dasril Kholid, Ahmad Rizki Pratama

38. Comparison of ARIMA, LSTM and GRU Models for Seismic b-Value Prediction in Southern Sumatera
Author(s): Rendinis, Makhsun, Choirul Basir

39. Enhancing Inflation Forecasting in Indonesia Using N-BEATSx with Exogenous Factors
Author(s): Talitha Adilla Fujisai Panglima Putri, Mohammad Idhom, Muhammad Nasrudin

40. Implementation of HDBSCAN and Bayesian Optimization for Clustering Flood-Affected Regions in Indonesia
Author(s): Nasywa Azzah Nabila, Aviolla Terza Damaliana, Shindi Shella May Wara

41. Fuzzy Mamdani-Based Vegetable Crop Recommendation System with Historical Climate Pattern Analysis in Deli Serdang Regency
Author(s): Meryatul Husna, Mhd Ikhsan P Siregar, Fachry Ferdiansyah Sembiring, Arif Ridho Lubis

42. Hybrid Cryptosystem for Image Encryption Using Lorenz Attractor and Neural Network Optimization
Author(s): I Wayan Rangga Pinastawa, Radinal Setyadinsa, Ihsan Tri Marseno, Gybran Kalmando

43. Integration of YOLOv8 and IoT-Based LiDAR Sensors on Drones for Deforestation Area Detection and Reforestation Mapping
Author(s): Muh. Agus, Putri Ayu Maharani, Ilham Ali Marka M, Muhammad Aslam Al-Fadillah

44. Evaluation of Machine Learning Models for Classifying Diabetes and Hypertension Using Patient Data from Public Health Center X
Author(s): Febriyan Biopsa Minanda, Anandha Widya Putri Rahmadhina

45. Clustering of Food Security Levels in North Aceh Using K-Medoids
Author(s): Tarisha Zhafira, Bustami, Nunsina

46. Comparative Analysis of Convolutional Neural Network Architectures in Pneumonia Detection
Author(s): Indah Putianik, Wise Herowati

47. Comparative Analysis of CNN and YOLO for Aromatic Leaf Detection on Android-Based Deep Learning Applications
Author(s): Yuli Safrina, Muhammad Fikry, Mukhlis Abd Muthalib

48. A Robust Voting Ensemble Framework for Predicting Thermal Stability in Zn-Based Metal–Organic Frameworks
Author(s): Taufiqul Umam, Harun Al Azies, Muhamad Akrom, Ananta Surya Pratama, Muhammad Diva Irnanda

49. Mapping the Persistent Danger Zones of Dengue Hemorrhagic Fever in Semarang City: A Spatio-Temporal Analysis Based on INLA
Author(s): Natanael Anggit Wicaksono, Amiq Fahmi

50. Development of an IoT-Based Broiler Chicken Coop Air Quality Monitoring Prototype
Author(s): Panangian Mahadi Sihombing, Maharani Putri, Tuti Adi Tama Nasution, Muhammad Fiza Lubis, Aulia Agung Dermawan, Muhammad Syahruddin

51. Multi-LoRa-Based Automatic Drinking Water Transmission System
Author(s): Sri Indah Rezkika, Andri Ramadhan, Adinda Juwita Nasution, Muhammad Fiza Lubis, Panangian Mahadi Sihombing, Aulia Agung Dermawan

52. Hybrid Machine Learning for Knowledge Discovery in E-Commerce Reviews
Author(s): Jeremiah Alwin Siahaan, Lailla Syal Syabilla, M. Thoriqul Fadli, Mei Intan Natasyah, Allsela Meiriza, Ken Ditha Tania, Ahmad Rifai

53. Explainable Deep Learning for Diabetic Retinopathy Detection: A Quantitatively Validated Framework
Author(s): Tinashe Ngwazi, Belinda Ndlovu, Kudakwashe Maguraushe

54. Transformer-Based Abstractive Text Summarisation for Real-Time Web Applications: A Browser-Integrated System with REST API Architecture
Author(s): Zvinodashe Revesai, Ndlovu Belinda, Maguraushe Kudakwashe

55. Deep Learning and XGBoost for Pancreatic Cancer Survival Prediction: A Real-World Evaluation in a Resource-Constrained African Healthcare Setting
Author(s): Zvinodashe Revesai, Maguraushe Kudakwashe, Ndlovu Belinda 

56.  Comparative Evaluation of Agentic Workflow Capabilities in AI IDE Agents for Web-Based Learning Media Development
Author(s): Erlangga Aditia, Ulva Elviani

57. Analysis of Illumination Invariant Method for Face Detection in Different Lighting Variations
Author(s): Ivan Chatisa, Siti Syahidatul Helma, Ibnu Surya

58. Exploring Basic Programming Education in Primary Schools as a Foundation for Introducing Artificial Intelligence, Augmented Reality and Virtual Reality Technologies
Author(s): Beauty Mugoniwa, Mampilo Phahlane, Charles Mbohwa

59. Identifying Fear of Missing Out (FOMO) in Adolescents Using K-Nearest Neighbors: An Experimental Study of k-Values and Distance Metrics
Author(s): Ricco Wahyu Pamungkas, Mochammad Anshori, Wahyu Teja Kusuma

60. Sentiment Analysis of Free Nutritious Meal Program on Platform X: Comparing Naive Bayes, SVM, Random Forest, and IndoBERT
Author(s): Alrijal Nur Ilham, Etika Kartikadarma

61. OCR and NLP for Consumer Product Label Analysis: A Systematic Literature Review
Author(s): Musthofa Dzikry Pamungkas, Noor Falih, Muhammad Panji Muslim, Nanang Nasrulloh

62. Arduino Mega-Based Transporter Robot for Box Handling in a Maze Arena
Author(s): Abdul Jalil, Suwatri Jura, A.Edeth Fuari Anatasya, Mursalim Sawawi, Pujianti Wahyuningsih

63. Efficient Attention-Guided MobileNet V2 with Explainable AI for Multi-Class Skin Disease Classification on HAM10000
Author(s): Devi Larasati, Ucta Pradema Sanjaya

64. Comparative Analysis of CNN, ResNet50, and Vision Transformer Architectures for Brain Tumor Classification from MRI Images
Author(s): Matthieu Kayembe, Franklin Mwamba, Fiston Oshasha, Pierre Kafunda, John Poma

65. Comparative Sentiment Analysis of Indonesian Social Media Opinions on Fuel Subsidy Policy Using IndoBERT and NusaBERT
Author(s): Dini Ambarwati, Pungkas Subarkah, Septi Nurhayati

66. Sasirangan Motif Classification Using MobileNetV2 Transfer Learning for Cultural Heritage Preservation
Author(s): Nadia Azaria, Mahdi, Muhammad Hanafi, Mambang, Trifebi Shina Sabrila, Finki Dona Marleny

67. ConvNeXt with Transfer learning for Microscopic Canine Skin Disease Classification
Author(s): Made Ardika Mertha Putra Vaikuntha, I Gusti Ngurah Lanang Wijayakusuma

68. Identification and Mitigation of Web Application Vulnerabilities in Healthcare Systems
Author(s): Saeful Diyan Pratama, Aris Tri Joko Harjanto, Bambang Agus Herlambang

69. Performance Analysis of BERT and CLIP Models in Multimodal Sentiment Classification of Short Video Content
Author(s): Very Dwi Setiawan, Endang Anggiratih, Najwa Eka Putriningsih, Jonathan Eldo Kusuma

70. Content-Based Filtering Recommendation System for E-Commerce Products Using Sentence-BERT and Cosine Similarity
Author(s): Muhammad Abbad Raid Alfath, Arif Nur Rohman

71. VGG16 Transfer Learning for Bone Fracture Classification Using X-Ray Images
Author(s): Megan Febriana Putri Johana, Christy Atika Sari

72. Comparative Analysis of LSTM Architectures for BPJS Drug Expenditure Forecasting Using Walk-Forward Validation
Author(s): Rizkinawati, Ifnu Wisma Dwi Prasetya, Nur Mahmudahx

73. An End-to-End NLP Pipeline Combining Web Scraping, CamemBERT Fine-Tuning and Zero-Shot Biomedical Named-Entity Recognition for Early Epidemic Signal Detection from French-Language Online News
Author(s): Franklin Mwamba, Fiston Oshasha, Saint Jean Djungu, John Poma

74. Adaptive Retrieval-Augmented Generation with Domain Specific Fine Tuning For Smart MSME Digital Transformation
Author(s): Mawar Hardiyanti, Sri Hartati Wijono, Dwi Poetra Sedjati

75. Design and Implementation of Marker-Based Augmented Reality to Enhance Public Awareness in Waste
Author(s): Sarah Faradilla, Caraka Aji Pranata, Agus Purwanto, Dhimas Adi Satria, Muhammad Fairul Filza

76. Sentiment Classification of Health Education YouTube Comments Using IndoBERT Embeddings with Logistic Regression and Naïve Bayes
Author(s): Andre Septa Wijaya, Amiq Fahmi, Yuventius Tyas Catur Pramudi

77. Comparative Analysis of ConvNeXt and EfficientNet-B0 for Early Leukemia Detection through Blood Cell Classification with Grad-CAM Interpretability
Author(s): Made Andini Maharani, I Gusti Ngurah Lanang Wijayakusuma

78. Agentic AI Adoption : Balancing Enthusiasm and Ethical Concerns An Exploratory Study
Author(s): Nadia Azaria, Mambang, Finki Dona Marleny, Trifebi Shina Sabrila

79. An Integrated Topic–Sentiment Analysis of User Reviews in Vidio Application Using BERTopic and IndoRoBERTa
Author(s): Nalendra Whisnu Pinilih, Ika Novita Dewi, Farrikh Alzami

80. Hyperparameter Optimization of CNN Based Open Set Speaker Verification Using MFCC and Speaker Embedding for Voice Biometric Security
Author(s): Mirza Ardiana, Mat Syai’in, Alief Nur Aisyi Maulidhia, Aulia Rahma Annisa, Yudi Andika, Sholahuddin Muhammad Irsyad, Fauzan Izzul Haq

81. Improving YOLO12 Performance Using Efficient Channel Attention For Ship Object Detection
Author(s): Richard Christoper Subianto, Muhammad Naufal, Farrikh Alzami

82. Hybrid CNN for Sleep Stage Classification Based on EEG
Author(s): Maria Angelina Cahyani Candrakasih, Bagus Adhi Kusuma, Pungkas Subarkah

83. Anti-Data Leakage Pipeline for Differentiated Thyroid Cancer Recurrence Prediction: Integrating SMOTE, Optuna-based Optimization, and Bootstrap BCa Validation
Author(s): Deri Rosadi, Sindhu Rakasiwi

84. Implementation and Performance Analysis of Mel Frequency Cepstral Coefficient Features in Dangdut Music Sub-Genre Classification
Author(s): I Nyoman Surya Jaya, Tria Hikmah Fratiwi, I Gede Harsemadi, I Dewa Made Dharma Putra Santika, Ni Putu Nanda Maharani, Putu Andiny Julia Putri Rapayana

85. Layered Authentication Optimization in IoT-Based Package Receiving System using Voice-Trigger and PIN Verification
Author(s): Uyock Anggoro Saputro, Muhtar Efendi, Mulia Sulistiyono, Bernadhed

86. Multi-label Deep Learning for Thoracic Disease Co-occurrence in Chest Radiography
Author(s): Syahril Alamsyah Zainuddin, I Gusti Ngurah Lanang Wijayakusuma

87. Analysis of Customer Churn Classification for Sinarmas Syariah Lhokseumawe Insurance Services Using Deep Learning Tabnet and Explainable AI
Author(s): Syarifah Muliana, Taufiq, Munirul Ula, Muhammad Sayuti, Nurdin

88. Stock Price Modelling of Ciputra Development Tbk. (CTRA) Using Fourier Series
Author(s): Ika Purnamasari, Toha Saifudin, Sri Wahyuningsih, M. Fariz Fadillah Mardianto

89. Modeling Chemical Oxygen Demand of River Water in East Kalimantan Using Fixed Effects and Geographically Weighted Panel Regression
Author(s): Memi Nor Hayati, Toha Saifudin, Suyitno

90. ResNet50-Based Mobile Application for Big Five Personality Detection Using Handwriting
Author(s): Adelia Salsabila Arifin, Salamun Rohman Nudin

91. Implementation of Hybrid ResNet50 and XGBoost Model for Wheat Plant Disease Classification
Author(s): Aryanti Aryanti, Ahmad Rifqi Nugraha, Muhammad Aulia Dzikri, Khumairah Amira Sari, Dea Oktavia