Alper Bastürk

According to our database1, Alper Bastürk authored at least 29 papers between 2004 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2020
Static facial expression recognition using convolutional neural networks based on transfer learning and hyperparameter optimization.
Multim. Tools Appl., 2020

Human action recognition with deep learning and structural optimization using a hybrid heuristic algorithm.
Clust. Comput., 2020

A comprehensive review of deep learning in colon cancer.
Comput. Biol. Medicine, 2020

Metabolic Imaging Based Sub-Classification of Lung Cancer.
IEEE Access, 2020

2019
Transfer learning-based convolutional neural networks with heuristic optimization for hand gesture recognition.
Neural Comput. Appl., 2019

Static Image-Based Emotion Recognition Using Convolutional Neural Network.
Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Application of Deep Neural Networks for Disease Diagnosis Through Medical Data Sets.
Proceedings of the Handbook of Deep Learning Applications., 2019

2018
Classification of high resolution hyperspectral remote sensing data using deep neural networks.
J. Intell. Fuzzy Syst., 2018

Performance improvement of deep neural network classifiers by a simple training strategy.
Eng. Appl. Artif. Intell., 2018

A new hybrid optimization method combining artificial bee colony and limited-memory BFGS algorithms for efficient numerical optimization.
Appl. Soft Comput., 2018

Fingerprint recognition by deep neural networks and fingercodes.
Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017
A new efficient training strategy for deep neural networks by hybridization of artificial bee colony and limited-memory BFGS optimization algorithms.
Neurocomputing, 2017

Parallel population-based algorithm portfolios: An empirical study.
Neurocomputing, 2017

Deep neural network classifier for hand movement prediction.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Deep neural network based diagnosis system for melanoma skin cancer.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2014
A type-2 fuzzy edge detector based speckle noise remover.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Parallel artificial bee colony algorithm for traveling salesman problem.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

2013
Highly Accurate Analytic Approximation to the Gaussian Q-function Based on the Use of Nonlinear Least Squares Optimization Algorithm.
J. Optim. Theory Appl., 2013

Performance analysis of the coarse-grained parallel model of the artificial bee colony algorithm.
Inf. Sci., 2013

2012
Parallel Implementation of Synchronous Type Artificial Bee Colony Algorithm for Global Optimization.
J. Optim. Theory Appl., 2012

Application of Type-2 Fuzzy Logic Filtering to Reduce Noise in Color Images.
IEEE Comput. Intell. Mag., 2012

High Performance Fuzzy Systems for Real World Problems.
Adv. Fuzzy Syst., 2012

2009
Efficient edge detection in digital images using a cellular neural network optimized by differential evolution algorithm.
Expert Syst. Appl., 2009

2008
Impulse Noise Removal From Digital Images by a Detail-Preserving Filter Based on Type-2 Fuzzy Logic.
IEEE Trans. Fuzzy Syst., 2008

2007
Adaptive neuro-fuzzy inference system for speckle noise reduction in SAR images.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

Inspection of defects in fabrics using Gabor wavelets and principle component analysis.
Proceedings of the 9th International Symposium on Signal Processing and Its Applications, 2007

A Detail-Preserving Type-2 Fuzzy Logic Filter for Impulse Noise Removal from Digital Images.
Proceedings of the FUZZ-IEEE 2007, 2007

2006
Efficient Distortion Reduction of Mixed Noise Filters by Neuro-fuzzy Processing.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

2004
Detail-Preserving Restoration of Impulse Noise Corrupted Images by a Switching Median Filter Guided by a Simple Neuro-Fuzzy Network.
EURASIP J. Adv. Signal Process., 2004


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