Emrah Hancer

According to our database, Emrah Hancer authored at least 30 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Multimodal Multiobjective Evolutionary Algorithm for Filter Feature Selection in Multilabel Classification.

Emrah Hancer, Bing Xue, Mengjie Zhang

IEEE Trans. Artif. Intell., September, 2024

An improved evolutionary wrapper-filter feature selection approach with a new initialisation scheme.

Emrah Hancer

Mach. Learn., July, 2024

CompSegNet: An enhanced U-shaped architecture for nuclei segmentation in H&E histopathology images.

Mohamed Traoré, Emrah Hancer, Refik Samet, Zeynep Yildirim, Nooshin Nemati

Biomed. Signal Process. Control., 2024

2023

An evolutionary filter approach to feature selection in classification for both single- and multi-objective scenarios.

Emrah Hancer, Bing Xue, Mengjie Zhang

Knowl. Based Syst., November, 2023

An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images.

Emrah Hancer, Mohamed Traoré, Refik Samet, Zeynep Yildirim, Nooshin Nemati

Biomed. Signal Process. Control., May, 2023

Gland Segmentation in H&E Histopathological Images using U-Net with Attention Module.

Zeynep Yildirim, Refik Samet, Emrah Hancer, Nooshin Nemati, Mohamed Traoré Mali

Proceedings of the Twelfth International Conference on Image Processing Theory, 2023

2022

A multi-objective Artificial Bee Colony algorithm for cost-sensitive subset selection.

Emrah Hancer

Neural Comput. Appl., 2022

Fuzzy filter cost-sensitive feature selection with differential evolution.

Emrah Hancer, Bing Xue, Mengjie Zhang

Knowl. Based Syst., 2022

Binary PSO Variants for Feature Selection in Handwritten Signature Authentication.

Emrah Hancer, Marina Bardamova, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Mikhail Svetlakov

Informatica, 2022

Effect of Color Normalization on Nuclei Segmentation Problem in H&E Stained Histopathology Images.

Zeynep Yildirim, Emrah Hançer, Refik Samet, Mohamed Traoré Mali, Nooshin Nemati

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

2021

A wrapper metaheuristic framework for handwritten signature verification.

Emrah Hancer, Ilya A. Hodashinsky, Konstantin S. Sarin, Artyom Slezkin

Soft Comput., 2021

2020

New filter approaches for feature selection using differential evolution and fuzzy rough set theory.

Emrah Hancer

Neural Comput. Appl., 2020

A new multi-objective differential evolution approach for simultaneous clustering and feature selection.

Emrah Hancer

Eng. Appl. Artif. Intell., 2020

A survey on feature selection approaches for clustering.

Emrah Hancer, Bing Xue, Mengjie Zhang

Artif. Intell. Rev., 2020

2019

Differential evolution for feature selection: a fuzzy wrapper-filter approach.

Emrah Hancer

Soft Comput., 2019

Fuzzy kernel feature selection with multi-objective differential evolution algorithm.

Emrah Hancer

Connect. Sci., 2019

2018

Differential evolution for filter feature selection based on information theory and feature ranking.

Emrah Hancer, Bing Xue, Mengjie Zhang

Knowl. Based Syst., 2018

Pareto front feature selection based on artificial bee colony optimization.

Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay

Inf. Sci., 2018

2017

A comprehensive survey of traditional, merge-split and evolutionary approaches proposed for determination of cluster number.

Emrah Hancer, Dervis Karaboga

Swarm Evol. Comput., 2017

A differential evolution based feature selection approach using an improved filter criterion.

Emrah Hancer, Bing Xue, Mengjie Zhang

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2016

Yapay arı koloni algoritması tabanlı görüntü kümeleme yöntemlerinin geliştirilmesi (Development of artificial bee colony algorithm based image clustering approaches)

Emrah Hançer

PhD thesis, 2016

2015

Improved clustering criterion for image clustering with artificial bee colony algorithm.

Celal Öztürk, Emrah Hancer, Dervis Karaboga

Pattern Anal. Appl., 2015

A novel binary artificial bee colony algorithm based on genetic operators.

Celal Öztürk, Emrah Hancer, Dervis Karaboga

Inf. Sci., 2015

Dynamic clustering with improved binary artificial bee colony algorithm.

Celal Öztürk, Emrah Hancer, Dervis Karaboga

Appl. Soft Comput., 2015

A binary ABC algorithm based on advanced similarity scheme for feature selection.

Emrah Hancer, Bing Xue, Dervis Karaboga, Mengjie Zhang

Appl. Soft Comput., 2015

A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information.

Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Color Image Quantization: A Short Review and an Application with Artificial Bee Colony Algorithm.

Celal Öztürk, Emrah Hancer, Dervis Karaboga

Informatica, 2014

A hybrid method to the reconstruction of contour lines from scanned topographic maps.

Emrah Hancer, Refik Samet, Dervis Karaboga

Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014

2012

A new approach to the reconstruction of contour lines extracted from topographic maps.

Refik Samet, Emrah Hancer

J. Vis. Commun. Image Represent., 2012

Artificial Bee Colony based image clustering method.

Emrah Hancer, Celal Öztürk, Dervis Karaboga

Proceedings of the IEEE Congress on Evolutionary Computation, 2012