A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series S Karasu, A Altan, S Bekiros, W Ahmad Energy 212, 118750, 2020 | 226 | 2020 |
Model predictive control of three-axis gimbal system mounted on UAV for real-time target tracking under external disturbances A Altan, R Hacıoğlu Mechanical Systems and Signal Processing 138, 1-23, 2020 | 211 | 2020 |
Digital currency forecasting with chaotic meta-heuristic bio-inspired signal processing techniques A Altan, S Karasu, S Bekiros Chaos, Solitons & Fractals 126, 325-336, 2019 | 207 | 2019 |
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 A Altan, S Karasu Chaos, Solitons & Fractals 140, 110071, 2020 | 203 | 2020 |
A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer A Altan, S Karasu, E Zio Applied Soft Computing 100, 106996, 2021 | 195 | 2021 |
Real-time control based on NARX neural network of hexarotor UAV with load transporting system for path tracking A Altan, Ö Aslan, R Hacıoğlu 6th International Conference on Control Engineering & Information Technology, 2018 | 99 | 2018 |
The effect of kernel values in support vector machine to forecasting performance of financial time series and cognitive decision making A Altan, S Karasu The Journal of Cognitive Systems 4 (1), 17-21, 2019 | 94 | 2019 |
Recognition model for solar radiation time series based on random forest with feature selection approach S Karasu, A Altan 2019 11th International Conference on Electrical and Electronics Engineering …, 2019 | 92 | 2019 |
Performance of metaheuristic optimization algorithms based on swarm intelligence in attitude and altitude control of unmanned aerial vehicle for path following A Altan 2020 4th International Symposium on Multidisciplinary Studies and Innovative …, 2020 | 74 | 2020 |
Prediction of Bitcoin prices with machine learning methods using time series data S Karasu, A Altan, Z Saraç, R Hacioğlu 2018 26th Signal Processing and Communications Applications Conference (SIU …, 2018 | 73 | 2018 |
Prediction of solar radiation based on machine learning methods S Karasu, A Altan, Z Saraç, R Hacıoğlu The Journal of Cognitive Systems 2 (1), 58-62, 2018 | 43* | 2018 |
Estimation of fast varied wind speed based on NARX neural network by using curve fitting S Karasu, A Altan, Z Saraç, R Hacıoğlu International Journal of Energy Applications and Technologies 4 (3), 137-146, 2017 | 42 | 2017 |
Prediction of wind speed with non-linear autoregressive (NAR) neural networks S Karasu, A Altan, Z Saraç, R Hacioğlu 2017 25th signal processing and communications applications conference (SIU …, 2017 | 30 | 2017 |
Model predictive control of load transporting system on unmanned aerial vehicle (UAV) A Altan, O Aslan, R Hacioglu Fifth International Conference on Advances in Mechanical and Robotics …, 2017 | 27 | 2017 |
Detection of solder paste defects with an optimization‐based deep learning model using image processing techniques A Sezer, A Altan Soldering & Surface Mount Technology, 2021 | 26 | 2021 |
Modeling of three-axis gimbal system on unmanned air vehicle (UAV) under external disturbances A Altan, R Hacioğlu 2017 25th Signal Processing and Communications Applications Conference (SIU …, 2017 | 26 | 2017 |
The control of blast furnace top gas pressure by using fuzzy PID A Altan, O Aslan, R Hacioglu Fifth International Conference on Advances in Mechanical and Robotics …, 2017 | 26 | 2017 |
Adaptive control of a 3D printer using whale optimization algorithm for bio-printing of artificial tissues and organs A Altan, A Parlak 2020 Innovations in Intelligent Systems and Applications Conference (ASYU), 1-5, 2020 | 25 | 2020 |
Hammerstein model performance of three axes gimbal system on unmanned aerial vehicle (UAV) for route tracking A Altan, R Hacioğlu 2018 26th Signal Processing and Communications Applications Conference (SIU …, 2018 | 21 | 2018 |
The controller of the camera used in target tracking for unmanned vehicle with model predictive controller A Altan, R Hacioğlu 2014 22nd Signal Processing and Communications Applications Conference (SIU …, 2014 | 18 | 2014 |