<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Ultra Wideband radar-based gait analysis for gender classification using artificial intelligence"^^ . "Gender classification plays a vital role in various applications, particularly in security and healthcare. While several biometric methods such as facial recognition, voice analysis, activity monitoring, and gait recognition are commonly used, their accuracy and reliability often suffer due to challenges like body part occlusion, high computational costs, and recognition errors. This study investigates gender classification using gait data captured by Ultra-Wideband radar, offering a non-intrusive and occlusion-resilient alternative to traditional biometric methods. A dataset comprising 163 participants was collected, and the radar signals underwent preprocessing, including clutter suppression and peak detection, to isolate meaningful gait cycles. Spectral features extracted from these cycles were transformed using a novel integration of Feedforward Artificial Neural Networks and Random Forests , enhancing discriminative power. Among the models evaluated, the Random Forest classifier demonstrated superior performance, achieving 94.68% accuracy and a cross-validation score of 0.93. The study highlights the effectiveness of Ultra-wideband radar and the proposed transformation framework in advancing robust gender classification."^^ . "2025-09" . . . "27" . . "Array"^^ . . . "25900056" . . . . . . . . . . . . . . . . . . . . . . . . . "Muhammad Amjad"^^ . "Raza"^^ . "Muhammad Amjad Raza"^^ . . "Luis Alonso"^^ . "Dzul López"^^ . "Luis Alonso Dzul López"^^ . . "Sandra"^^ . "Dudley"^^ . "Sandra Dudley"^^ . . "Hafeez Ur Rehman"^^ . "Siddiqui"^^ . "Hafeez Ur Rehman Siddiqui"^^ . . "Adil Ali"^^ . "Saleem"^^ . "Adil Ali Saleem"^^ . . "Isabel"^^ . "de la Torre Díez"^^ . "Isabel de la Torre Díez"^^ . . "Julio César"^^ . "Martínez Espinosa"^^ . "Julio César Martínez Espinosa"^^ . . . . . . "Ultra Wideband radar-based gait analysis for gender classification using artificial intelligence (Texto)"^^ . . . "1-s2.0-S2590005625001043-main.pdf"^^ . . . "Ultra Wideband radar-based gait analysis for gender classification using artificial intelligence (Otro)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #17849 \n\nUltra Wideband radar-based gait analysis for gender classification using artificial intelligence\n\n" . "text/html" . . . "Engineering"@en . "Ingeniería"@es . .