[HTML][HTML] Enhancing Sustainable Transportation Infrastructure Management: A High-Accuracy, FPGA-Based System for Emergency Vehicle Classification

P Mani, PRG Komarasamy, N Rajamanickam… - Sustainability, 2024 - mdpi.com
Traffic congestion is a prevalent problem in modern civilizations worldwide, affecting both
large cities and smaller communities. Emergency vehicles tend to group tightly together in …

Application of machine learning techniques for ambulance coverage prediction

R Manaa, MB Talha, L Aboueljinane… - 2024 IEEE 15th …, 2024 - ieeexplore.ieee.org
This study contributes to the improvement of ambulance deployment strategies and the
overall enhancement of emergency response systems. Ambulance coverage, a vital metric …

Machine Learning Untuk Prediksi Gaya Hidup Berdasarkan Socioeconomic Status Ses Menggunakan Algoritma Catboost Studi Kasus: Mahasiswa UIN Jakarta

CP Ananda - 2023 - repository.uinjkt.ac.id
Pengguna internet tertinggi yaitu kelompok umur yang masuk dalam Generasi Z (gen Z)
banyak memanfaatkan penggunaannya untuk mengikuti influencers di media sosial yang …

Automatic Text Categorization to Standard Classification of Indonesian Business Fields (KBLI) 2020

LH Suadaa, F Ridho, AK Monika… - … and Informatics (ICEEI), 2023 - ieeexplore.ieee.org
Indonesia used a Standard Classification of Indonesian Business Fields (KBLI) to classify
and categorize economic activities and businesses based on their primary functions and …

Performance of Ensemble Learning in Diabetic Retinopathy Disease Classification

A Nurizki, A Fitrianto, AM Soleh - Scientific Journal of Informatics, 2024 - 103.23.102.168
Purpose: This study explores diabetic retinopathy (DR), a complication of diabetes leading
to blindness, emphasizing early diagnostic interventions. Leveraging Macular OCT scan …

A Comparative Study of Random Forest and Double Random Forest Models from View Points of Their Interpretability

A Khairunnisa, KA Notodiputro… - Scientific Journal of …, 2024 - journal.unnes.ac.id
Purpose: This study aims to compare the performance of ensemble trees such as Random
Forest (RF) and Double Random Forest (DRF) from view points of interpretability of the …

Multiple Classifier System for Handling Imbalanced and Overlapping Datasets on Multiclass Classification

D Siahaan, A Fitrianto… - ComTech: Computer …, 2024 - journal.binus.ac.id
The performance of classification models can suffer when the dataset contains imbalanced
and overlapping data. These two conditions are already challenging separately and even …

Optimasi Metode Supervised Learning Dengan Menggunakan Particle Swarm Optimization Untuk Deteksi Malware

TS Lestari, W Priatna - JURNAL TEKNOLOGI DAN ILMU …, 2023 - jurnal.unprimdn.ac.id
Tujuan dari penelitian ini adalah untuk deteksi malware untuk memberi solusi dalam
Permasalahan muncul ketika user mengakses internet dan download file yang telah di …

Modernising customer service in retail: A Worten case study on automated complaint classification

IR Casimiro - 2023 - repositorio.iscte-iul.pt
The emergence of retailers able to deliver products on the same day and at very competitive
prices, such as Amazon, has caused customers to raise their expectations. When the quality …