Research
Papers & publications
Cyber Security
Federated Learning for Privacy-Preserving IoT Anomaly Detection
A. Pratama, B. Santoso, C. Hidayat
Big Data
Internet-of-Things-Based Rain Detection Device Using Machine Learning Classification for Rain Prediction at Telkom University
Zaidan Muhammad Mahdi, Ghanes Mahesa Aditya, Isno Wahno Putro, Brahmantya Aji Pramudita, Dhoni Putra Setiawan
Geographic Information System
Urban Heat Island Detection Using Multi-Temporal Satellite Imagery
D. Rahayu, E. Kusuma
Game Tech
Procedural Level Generation in 2D Platformers via Deep Reinforcement Learning
F. Wijaya, G. Nugroho
Big Data
Text Classification Using NLP by Comparing LSTM and Machine Learning Method
Zaidan Muhammad Mahdi, Retno Fauziah Istiqomah, Alfarelzi, Ibnu Asror
Cyber Security
Comparison of OpenWRT and Ubuntu for Named Data Networking
Muhammad Surya Danendra Pabana, Agni Pulung Tondo Drawino, Rafi Andhika Putra Pratama
Big Data
Abstractive Indonesian Text Summarization Model Using BERT and GPT-2 Architecture
Muhammad Karov Ardava Barus, Bagas Eko Tjahyono Putro, Intan Nisa Bani
Big Data
A Comparative Analysis of Custom CNN, Inception-V3, MobileNet, RestNet-50, and VGG-19 in Detecting AI-Generated Images
Verindra Hernanda Putra, Zahra Amiera Putri Sailendra, Marcelia Chintya Hartakaadi
Big Data
Optimizing YOLOv11 for Vehicle Detection in Low-Visibility CCTV Footage
Rudi Firdaus, William Eka Chandra
Big Data
Comparative Study of Enhanced Deep Learning Models for Cervical Pap Smear Cell Segmentation
Fadly Huwaiza Khalid, Muhammad Daffa Izzati, Akmal Yasir Fauzaan
Big Data
An Evaluation of Unimodal and Multimodal Deep Learning Models for Audio Classification via Audio-to-Image Conversion
Ukasyah, Aisyah Noviani, Aamira Kalila Elza Hidayat
Big Data
Motorcycle and Electric Bicycle Illegal Parking Detection System Using ROI-Based Object Recognition for Traffic Law Enforcement
Wijdanadam Rafifilmi Nadarosula, Andika Erlang Ramadhan, Alifia Azzahra
Game Tech
Innovating War Education: Using Augmented Reality and Quizzes to Teach About Land Vehicles in the Russo-Ukrainian Conflict
Muhammad Ilham Fajri Pratama, Kissya Ramadhani Sudriyana
Game Tech
Implementation of Augmented Reality–Based Digital Game-Based Learning for Interactive Education of Military Platforms
Najwamadiha Wilandiva Ramlan, Irvan Tegar Yunadi
Cyber Security
A Comparative Analysis of Machine Learning, Ensemble Learning, and Deep Learning Models in Detecting Malicious URLs
Octlivatua Patricia Disiulina, Farrel Ardya Ghalyndra, Naisya Aghis Nabila, Aaron Barrichello Pattinama
Geographic Information System
Evaluating Machine Learning Approaches For Flood Forecasting
Muhammad Rafi Ediananta, Alfarelzi, Muhammad Abdul Hakim, Brahmantya Aji Pramudita, Dhoni Putra Setiawan