Emrah Hancer

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Mutual Information

Histopathology Images

Artificial Bee Colony

Differential Evolution

Top Venues

Knowl. Based Syst.

Biomed. Signal Process. Control.

Publications

Mohamed Traoré, Emrah Hancer, Refik Samet, Zeynep Yildirim, Nooshin Nemati
CompSegNet: An enhanced U-shaped architecture for nuclei segmentation in H&E histopathology images. Biomed. Signal Process. Control. 97 (2024)
Emrah Hancer
An improved evolutionary wrapper-filter feature selection approach with a new initialisation scheme. Mach. Learn. 113 (8) (2024)
Emrah Hancer, Bing Xue, Mengjie Zhang
An evolutionary filter approach to feature selection in classification for both single- and multi-objective scenarios. Knowl. Based Syst. 280 (2023)
Emrah Hancer, Mohamed Traoré Mali, Refik Samet, Zeynep Yildirim, Nooshin Nemati
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images. Biomed. Signal Process. Control. 83 (2023)
Zeynep Yildirim, Refik Samet, Emrah Hancer, Nooshin Nemati, Mohamed Traoré Mali
Gland Segmentation in H&E Histopathological Images using U-Net with Attention Module. IPTA (2023)
Emrah Hancer, Marina Bardamova, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Mikhail Svetlakov
Binary PSO Variants for Feature Selection in Handwritten Signature Authentication. Informatica 33 (3) (2022)
Emrah Hancer
A multi-objective Artificial Bee Colony algorithm for cost-sensitive subset selection. Neural Comput. Appl. 34 (20) (2022)
Emrah Hancer, Bing Xue, Mengjie Zhang
Fuzzy filter cost-sensitive feature selection with differential evolution. Knowl. Based Syst. 241 (2022)
Emrah Hancer, Ilya A. Hodashinsky, Konstantin S. Sarin, Artyom Slezkin
A wrapper metaheuristic framework for handwritten signature verification. Soft Comput. 25 (13) (2021)
Emrah Hancer
New filter approaches for feature selection using differential evolution and fuzzy rough set theory. Neural Comput. Appl. 32 (7) (2020)
Emrah Hancer
A new multi-objective differential evolution approach for simultaneous clustering and feature selection. Eng. Appl. Artif. Intell. 87 (2020)
Emrah Hancer, Bing Xue, Mengjie Zhang
A survey on feature selection approaches for clustering. Artif. Intell. Rev. 53 (6) (2020)
Emrah Hancer
Fuzzy kernel feature selection with multi-objective differential evolution algorithm. Connect. Sci. 31 (4) (2019)
Emrah Hancer
Differential evolution for feature selection: a fuzzy wrapper-filter approach. Soft Comput. 23 (13) (2019)
Emrah Hancer, Bing Xue, Mengjie Zhang
Differential evolution for filter feature selection based on information theory and feature ranking. Knowl. Based Syst. 140 (2018)
Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay
Pareto front feature selection based on artificial bee colony optimization. Inf. Sci. 422 (2018)
Emrah Hancer, Dervis Karaboga
A comprehensive survey of traditional, merge-split and evolutionary approaches proposed for determination of cluster number. Swarm Evol. Comput. 32 (2017)
Emrah Hancer, Bing Xue, Mengjie Zhang
A differential evolution based feature selection approach using an improved filter criterion. SSCI (2017)
Celal Öztürk, Emrah Hancer, Dervis Karaboga
Dynamic clustering with improved binary artificial bee colony algorithm. Appl. Soft Comput. 28 (2015)
Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay
A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information. CEC (2015)
Celal Öztürk, Emrah Hancer, Dervis Karaboga
A novel binary artificial bee colony algorithm based on genetic operators. Inf. Sci. 297 (2015)
Celal Öztürk, Emrah Hancer, Dervis Karaboga
Improved clustering criterion for image clustering with artificial bee colony algorithm. Pattern Anal. Appl. 18 (3) (2015)
Emrah Hancer, Bing Xue, Dervis Karaboga, Mengjie Zhang
A binary ABC algorithm based on advanced similarity scheme for feature selection. Appl. Soft Comput. 36 (2015)
Celal Öztürk, Emrah Hancer, Dervis Karaboga
Color Image Quantization: A Short Review and an Application with Artificial Bee Colony Algorithm. Informatica 25 (3) (2014)
Emrah Hancer, Refik Samet, Dervis Karaboga
A hybrid method to the reconstruction of contour lines from scanned topographic maps. ISIE (2014)
Refik Samet, Emrah Hancer
A new approach to the reconstruction of contour lines extracted from topographic maps. J. Vis. Commun. Image Represent. 23 (4) (2012)
Emrah Hancer, Celal Öztürk, Dervis Karaboga
Artificial Bee Colony based image clustering method. IEEE Congress on Evolutionary Computation (2012)