Alper Baştürk

An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets

İshak Paçal, Ahmet Karaman, Derviş Karaboğa et al. · Computers in Biology and Medicine · 2021 · 150 citations

Yolo Algorithms, Machine Vision, Machine Learning +15

Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm

Alper Baştürk, Enis Günay · Expert Systems with Applications · 2008 · 114 citations

Differential Evolution, Image Analysis, Engineering +7

A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited–memory BFGS optimization algorithms

Hasan Badem, Alper Baştürk, Abdullah Çalışkan et al. · Neurocomputing · 2017 · 111 citations

Artificial Intelligence, Deep Neural Networks, Engineering +7

Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC)

Ahmet Karaman, İshak Paçal, Alper Baştürk et al. · Expert Systems with Applications · 2023 · 107 citations

Yolo Algorithms, Engineering, Pattern Recognition +8

Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition

Tayyip Özcan, Alper Baştürk · Neural Computing and Applications · 2019 · 103 citations

Convolutional Neural Network, Engineering, Machine Learning +9