Vol. 1 No. 5 (2026): BIMA July 2026 Issue

View Vol. 1 No. 5 (2026): BIMA July 2026 Issue

BIMA Vol. 1 No. 5 July 2026 highlights the application of intelligent machines, machine learning, and artificial intelligence across various fields. This issue discusses the development of YOLOv11 using progressive training and domain adaptation to improve the robustness of vehicle detection in real-world CCTV conditions, including OpenVINO optimization to support real-time inference. Another article develops a recommendation system for tourist destinations in the Greater Bandung area based on Content-Based Filtering, TF-IDF, and Cosine Similarity, with evaluation results showing a high level of recommendation relevance. This issue also presents TRACE-CTI-ID, a neuro-symbolic framework for generating cyber threat intelligence from Indonesian-language online news using an event-centric approach and uncertainty calibration. In the field of logistics, an ESP32-S3-based intelligent cold chain system integrates temperature, vibration, and location data to monitor a fleet of refrigerated trucks. Additionally, Latent Dirichlet Allocation is applied to identify the main themes of TikTok user complaints from Google Play Store reviews.

Published: 2026-07-31

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