Aytaç Altan

A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer

Aytaç Altan, Seçkin Karasu, Enrico Zio · Applied Soft Computing · 2020 · 577 citations · Full text

Meteorology, Forecasting Methodology, New Hybrid Model +11

Model predictive control of three-axis gimbal system mounted on UAV for real-time target tracking under external disturbances

Aytaç Altan, Rıfat Hacıoğlu · Mechanical Systems and Signal Processing · 2020 · 516 citations

Three-axis Gimbal System, Engineering, Aerial Robotics +8

A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series

Seçkin Karasu, Aytaç Altan, Stelios Bekiros et al. · Energy · 2020 · 472 citations

Search Optimization, Forecasting Methodology, Engineering +7

Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques

Aytaç Altan, Seçkin Karasu, Stelios Bekiros · Chaos Solitons & Fractals · 2019 · 387 citations · Full text

Digital Currency, Monetary Policy, Economic Forecasting +10

Recognition of COVID-19 disease from X-ray images by hybrid model consisting of 2D curvelet transform, chaotic salp swarm algorithm and deep learning technique

Aytaç Altan, Seçkin Karasu · Chaos Solitons & Fractals · 2020 · 355 citations · Full text

Image Analysis, Engineering, Medical Imaging +14