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 9, Number 6. 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. Machine Learning Based Prediction of Osteoporosis Risk Using the Gradient Boosting Algorithm and Lifestyle Data
Author(s): Edwin Ibrahim Salim, Majid Rahardi

2. Hypertension Risk Prediction Using Stacking Ensemble of CatBoost, XGBoost, and LightGBM: A Machine Learning Approach
Author(s): Abisakha Saif Alfath, Ajie Kusuma Wardhana, Rumini

3. Evaluation of SMOTE Technique in the Comparison of XGBoost and Random Forest Algorithms for Liver Disease Prediction
Author(s): Wahyutri Nur Rohman, I Made Artha Agastya

4. Classification For Determining Nutritional Status Of Toddlers Using Random Forest Method at Tanah Pasir Primary Health Center, North Aceh
Author(s): Indana Zulfa, Mukti Qamal, Ar Razi

5. Opinion Classification on IMDb Reviews Using Naïve Bayes Algorithm
Author(s): Amiliya Putri, Khothibul Umam, Hery Mustofa, Adzhal Arwani Mahfudh

6. Performance Comparison of Multilayer Perceptron (MLP) and Random Forest for Early Detection of Cardiovascular Disease
Author(s): Dita Widayanti Setiawan, Nouval Trezandy Lapatta, Amriana, Deny Wiria Nugraha, Chairunnisa Ar Lamasitudju

7. Comparative Study of SVM and Decision Tree Algorithms on the Effect of SMOTE Technique on LinkAja Application
Muhammad Kholfan Faruq, Khothibul Umam, Mokhamad Iklil Mustofa, Adzhal Arwani Mahfudh

8. Public Opinion on The MBG Program : Comparative Evaluation of InSet and VADER Lexicon Labeling Using SVM on Platform X
Author(s): Na’ilah Puti Zakiyah, Khothibul Umam, Adzhal Arwani Mahfudh

9. Comparative Sentiment Analysis on Mobile JKN Application Using Logistic Regression with SMOTE Based Statistical Feature Selection
Author(s): Rafika Farkhul Awaliyah, Aria Hendrawan

10. Mapping Influence Clusters: A Network Analysis of TikTok Influencer Co-Followership Among University Students
Author(s): Mutanga Murimo Bethel, Muhammad Aizri Fadillah, Tarirai Chani, Sindiy Fortuna Anuardi

11. Sentiment Analysis on Google Play Store Reviews to Measure User Perception of the Gojek Application Using CNN
Author(s): Cahya Rahmi Anissa, Ken Ditha Tania, Winda Kurnia Sari

12. Sentiment Analysis of Coretax on Social Media X Using Naive Bayes, SVM, and LSTM for Service Improvement
Author(s): Steven Dermawan, Afifah Trista Ayunda

13. A Hybrid Approach to Music Recommendations Based on Audio Similarity Using Autoencoder and LightGBM
Author(s): Winda Ardelia Aristawidya, Majid Rahardi

14. Comparative Analysis of Random Forest and XGBoost Models for Cervical Cancer Risk Prediction using SHAP-based Explainable AI
Author(s): Muhammad Agung Reza Yudha, Majid Rahardi

15. Classification of Cat Skin Diseases Using MobileNetV2 Architecture with Transfer Learning
Author(s): Dian Saputra Aji, Wahid Miftahul Ashari, Dony Ariyus

16. Automatic License Plate Detection System with YOLOv11 Algorithm
Author(s): Nicholas Alfandhy Kurniawan, Christy Atika Sari

17. A Two-Stage Braille Recognition System Using YOLOv8 for Detection and CNN for Classification
Author(s): Tan Valencio Yobert Geraldo Setiawan, Eko Hari Rachmawanto

18. Balancing Student Specialization Class Placement Based on Interests and Talents Using K-Means Clustering and Genetic Algorithm
Author(s): Chaidir Chalaf Islamy, Muhammad Andika Oktaviansyah

19. Implementation of Braille-Mobile Device to Help Visually and Speech-Impaired Persons Communicate Based on the Blynk IoT
Author(s): Kamaruddin, I Wayan Suparno, Abdul Jalil, Ahmad Fauzy, Serlina

20. A Comparative Analysis Of Character and Word-Based Tokenization For Kawi-Indonesian Neural Machine Translation
Author(s): I Gede Bintang Arya Budaya, I Gede Putra Mas Yusadara

21. Comparative Analysis of Random Forest, SVM, and Naive Bayes for Cardiovascular Disease Prediction
Author(s): Windy Aldora Rayadhani, Majid Rahardi

22. Segmentation of Generation Z Spending Habits Using the K-Means Clustering Algorithm: An Empirical Study on Financial Behavior Patterns
Author(s): Gunawan Sylvester, Majid Rahardi

23. Enhancing Interpretable Multiclass Lung Cancer Severity Classification using TabNet
Author(s): Maria Bernadette Chayeenee Norman, Ika Novita Dewi, Abu Salam, Danang Wahyu Utomo, Sindhu Rakasiwi, Asih Rohmani

24. Expert System for Early Detection of Postpartum Complications Using Certainty Factor Method
Author(s): Nurhayati, Mumpuni Intan Pertiwi, Maulana Rifky Kholilurrohman, Naraya Kyesa Tamarussal

25. An Ensemble Learning Approach for Sentiment Analysis of Maxim Application Reviews Using SVM, KNN, and Random Forest
Author(s): Ruth Mei Sasmita, Allsela Meiriza, Hardini Novianti

26. Improving News Text Classification Using a Hybrid C5.0-KNN Model
Author(s): Liza Wikarsa, Algy Ngenget, Andrew Tumewu, Miracle Kenneth Kalempouw, and Edgard Oley

27. Sentiment Analysis of the TPKS Law on Twitter: A Comparative Study of Classification Algorithm Performance
Author(s): Heni Sapta Mawar, Majid Rahardi

28. Capability Level Assessment of IT Governance in the SIAP KOJA Application Using the COBIT 2019 Framework
Author(s): Yesya Najwa Widasari, Nabila Rizky Oktadini

29. Identification of Latent Dimensions of Digital Readiness and Typology of Districts/Cities in Indonesia Using PCA and K-Means Clustering
Author(s): Jefita Resti Sari, Fani Fahira, Latifah Zahra, Anwar Fitrianto, Erfiani, Kevin Alifviansyah

30. Hybrid PSO-XGBoost Model for Accurate Flood Risk Assessment
Author(s): Lailatun Nabilah, Lukman Hakim

31. Household Clustering in West Java Based on Stunting Risk Factors Using K-Modes and K-Prototypes Algorithms
Author(s): Muhammad Yusran, Siti Nuradilla, Mega Ramatika Putri, Anwar Fitrianto, Erfiani, Rachmat Bintang Yudhianto

32. Evaluating the Impact of Random Over Sampling on IndoBERT Performance for Indonesian Sentiment Analysis
Author(s): Dimas Ramadhan Alfinsyah, Bambang Pilu Hartato

33. Analysis of Stacking Ensemble Method in Machine Learning Algorithms to Predict Student Depression
Author(s): Naouthla Asia Levina, Majid Rahardi

34. Analysis of Deep Learning Algorithms Using ConvNeXt and Vision Transformer for Brain Tumor Disease
Author(s): Gilang Ekayanda, Majid Rahardi

35. Hyperparameter Optimization and Feature Selection Analysis on the XGBoost Model for Hepatitis C Infection Prediction
Author(s): Nadia Martha Lefi, Majid Rahardi

36. Abstract Syntax Tree Model for Minimizing False Negative in Semantic Evaluation of Python Fill-in-the-Blank
Author(s): Usman Nurhasan, Didik Dwi Prasetya, Syaad Patmanthara

37. Design and Implementation of a Backend System and DevOps Workflow for Interactive Learning Applications
Author(s): Alfian Bisma Daniswara Sirwenda, Sasono Wibowo, Indra Gamayanto, Slamet Ikhvan Nurhana Rifki, Ivan Ismanto, Michael Christ Kurniawan

38. Frontend Implementation on EngVenture Application at IntSys Research Lab
Author(s): Slamet Ikhvan Nurhana Rifki, Indra Gamayanto, Sasono Wibowo, Alfian Bisma Daniswara Sirwenda, Ivan Ismanto, Michael Christ Kurniawan

39. Real-Time Arrow Detection and Scoring on Archery Targets Using YOLOv8 with Euclidean Distance-Based Zone Estimation
Author(s): Safri Adam, Novi Aryani Fitri, Sarah Bibi, Muhammad Ridhwan Sufandi

40. Design and Implementation of an IoT-Based Smart Drip Irrigation System Using Takagi-Sugeno Fuzzy Logic for Melon Cultivation
Author(s): Kharisma Monika Dian Pertiwi, Muhammad Sufi Nur Alif

41. Multiclass Classification of Tomato Leaf Diseases Using GLCM, Color, and Shape Feature Extraction with Optimized XGBoost
Author(s): Fransisko Andrade Laiskodat, Majid Rahardi

42. Optimizing F1 Tyre Performance Prediction with SVC, XGBoost, and Optuna For Dutch GP 2022
Author(s): Dimas Haydar Anandatama, Indra Gamayanto

43. Data Streaming Pipeline Model Using DBSTREAM-Based Online Machine Learning for E-Commerce User Segmentation
Author(s): Muhammad Adin Musababa, Muhammad Fachrie

44. Analysis of Factors Affecting The Delay in Completion of Student Final Projects Using The C5.0 Decision Tree Algorithm
Author(s): Chaidir Chalaf Islamy, Mochamad Choirul Anwar

45. Programming Assessment in E-Learning through Rule-Based Automatic Question Generation with Large Language Models
Author(s): Halim Teguh Saputro, Usman Nurhasan, Vivi Nur Wijayaningrum

46. An Intelligent Web-Based Mental Health Management Platform with Rule-Based Music Therapy Recommendation
Author(s): Harits Taqiy Wibowo, Mera Kartika Delimayanti

47. Boosting CNN Accuracy for Sundanese Script Recognition through Feature Extraction Techniques
Author(s): Musthofa Galih Pradana, Hilda Khoirunnisa

48. Comparative No-Reference Evaluation of Classical Image Sharpening Techniques under Varying Degradation Conditions
Author(s): Siane Santoso, De Rosal Ignatius Moses Setiadi, Ricardus Anggi Pramunendar

49. Predicting Cryptocurrency Prices Using Machine Learning: A Case Study on Bitcoin
Author(s): M. Alfarizi, Dinda Lestarini

50. Analysis of Naive Bayes Algorithm for Lung Cancer Risk Prediction Based on Lifestyle Factors
Author(s): Sheila Anggun Vabilla, Majid Rahardi

51. Medical Named Entity Recognition from Indonesian Health-News using BiLSTM-CRF with Static and Contextual Embeddings
Author(s): Darnell Ignasius, Ika Novita Dewi, Maria Bernadette Chayeenee Norman, Ramadhan Rakhmat Sani

52. Transfer Learning Analysis on Tuberculosis Classification Using MobileNetV2 Architecture Based on Chest X-Ray Images
Author(s): Ali Samsul Latupono, Majid Rahardi

53. A Roasted Coffee Bean Identification Using ResNet50 Model
Author(s): Aryasatya Muhammad Aqsel, Eko Hari Rachmawanto

54. Deep Learning-Based Detection of Online Gambling Promotion Spam in Indonesian YouTube Comments
Author(s): Muhammad Zhafran Ammar, Ricky Eka Putra, Yuni Yamasari

55. Improving YOLO Performance with Advanced Data Augmentation for Soccer Object Detection
Author(s): Rahayuning Febriyanti Puspita, Muhammad Naufal, Farrikh Al Zami

56. Proboboost: A Hybrid Model for Sentiment Analysis of Kitabisa Reviews
Author(s): Rakan Shafy Prasetya, Amiq Fahmi, MY Teguh Sulistyono

57. Optimized LSTM with TSCV for Forecasting Indonesian Bank Stocks
Author(s): Rizka Mars Salsabila, Amiq Fahmi, Farrikh Al Zami

58. Sentiment Analysis of Trending Topics on Social Media X Using Natural Language Processing and LSTM
Author(s): Rasmila, Yosandra Saputri, Firamon Syaki, Novri Hadinata