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Research outputs

Application of 1D-Convolutional Neural Networks for Whispered Speech Recognition   [2025]

Marković, Branko R.  ; Lončarević, Veljko  ; Galić, Jovan

CatBoost Optimized with Adapted Reptile Search Algorithm for Intrusion Detection Systems   [2025]

D. Cvetkovic; M. Zivkovic  ; T. Zivkovic  ; N. Bacanin  ; S. Anetic; B. Radomirovic

The Analysis of Harmonic Currents of Residential Heat Pump During Characteristic Operating Modes   [2025]

Korunović, Lidija  ; Vučković, Dragan  ; Vučković, Goran  

Machine Learning Methods for Error Correction in the OAM-Based Wireless Communications   [2025]

Trajković, Jelena  ; S. Savić  ; D. Ninković  ; Ilić, Anđelija  ; M. Ilić  

Agentic BDD Testing of Dialog Systems: Stabilizing the Dialog Manager via Failure-Driven Evolution   [2025]

Dukić, Olga; Ristić, Olga  

A Lightweight Reinforcement Learning Baseline for 3D LiDAR Control Under Memory Constraints   [2025]

Elez, Jelena; Tadić, Predrag  ; Bozovic, Jelena Popovic

Comparing the Performance of 64-Bit Linux File Systems on the Proxmox Virtual Environment   [2025]

Yildirim, Berk; Đorđević, Borislav  ; Zogović, Nikola  

Improving DNS Exfiltration Detection via Transformer Pretraining   [2025]

Tomić, Miloš; Cvetanović, Aleksa; Tadić, Predrag  

Hyperparameter Tuning with Modified Metaheuristics for Intrusion Detection in IoT Networks   [2025]

I. Kosta; S. Anetic; L. Jovanovic ; M. Antonijevic  ; M. Zivkovic  ; N. Bacanin  

Solar Power Forecasting Using Modified Particle Swarm Optimization and Long Short-Term Memory   [2025]

L. Jovanovic ; J. Arsic; I. Kosta; V. Thomas; N. Bacanin  ; M. Zivkovic  

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