Emrah Hancer

34 papers B 2Journal 29Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Evolutionary Feature Selection in Multilabel Classification.
IEEE Trans. Evol. Comput.
Emrah Hancer, Bing Xue, Mengjie Zhang
2025 J jnl
A Many-Objective Diversity-Guided Differential Evolution Algorithm for Multi-Label Feature Selection in High-Dimensional Datasets.
IEEE Trans. Emerg. Top. Comput. Intell.
Emrah Hancer, Bing Xue, Mengjie Zhang
2025 J jnl
A Multiform Many-Objective Evolutionary Algorithm for Multilabel Feature Selection in Classification.
IEEE Trans. Evol. Comput.
Emrah Hancer, Bing Xue, Mengjie Zhang
2025 J jnl
Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven Refinement.
IEEE Trans. Emerg. Top. Comput. Intell.
Emrah Hancer, Bing Xue, Mengjie Zhang
2025 J jnl
MiDeSeC: A Dataset for Mitosis Detection and Segmentation in Breast Cancer Histopathology Images.
CoRR
Refik Samet, Nooshin Nemati, Emrah Hancer, Serpil Sak, Bilge Ayca Kirmizi, Zeynep Yildirim
2025 J jnl
NuSeC: A Dataset for Nuclei Segmentation in Breast Cancer Histopathology Images.
CoRR
Refik Samet, Nooshin Nemati, Emrah Hancer, Serpil Sak, Bilge Ayca Kirmizi
2024 J jnl
A Multimodal Multiobjective Evolutionary Algorithm for Filter Feature Selection in Multilabel Classification.
IEEE Trans. Artif. Intell.
Emrah Hancer, Bing Xue, Mengjie Zhang
2024 J jnl
An improved evolutionary wrapper-filter feature selection approach with a new initialisation scheme.
Mach. Learn.
Emrah Hancer
2024 J jnl
CompSegNet: An enhanced U-shaped architecture for nuclei segmentation in H&E histopathology images.
Biomed. Signal Process. Control.
Mohamed Traoré, Emrah Hancer, Refik Samet, Zeynep Yildirim, Nooshin Nemati
2023 J jnl
An evolutionary filter approach to feature selection in classification for both single- and multi-objective scenarios.
Knowl. Based Syst.
Emrah Hancer, Bing Xue, Mengjie Zhang
2023 J jnl
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images.
Biomed. Signal Process. Control.
Emrah Hancer, Mohamed Traoré, Refik Samet, Zeynep Yildirim, Nooshin Nemati
2023 — conf
Gland Segmentation in H&E Histopathological Images using U-Net with Attention Module.
IPTA
Zeynep Yildirim, Refik Samet, Emrah Hancer, Nooshin Nemati, Mohamed Traoré Mali
2022 J jnl
A multi-objective Artificial Bee Colony algorithm for cost-sensitive subset selection.
Neural Comput. Appl.
Emrah Hancer
2022 J jnl
Binary PSO Variants for Feature Selection in Handwritten Signature Authentication.
Informatica
Emrah Hancer, Marina Bardamova, Ilya A. Hodashinsky, Konstantin S. Sarin, Artem Slezkin, Mikhail Svetlakov
2022 J jnl
Fuzzy filter cost-sensitive feature selection with differential evolution.
Knowl. Based Syst.
Emrah Hancer, Bing Xue, Mengjie Zhang
2021 J jnl
A wrapper metaheuristic framework for handwritten signature verification.
Soft Comput.
Emrah Hancer, Ilya A. Hodashinsky, Konstantin S. Sarin, Artyom Slezkin
2020 J jnl
A new multi-objective differential evolution approach for simultaneous clustering and feature selection.
Eng. Appl. Artif. Intell.
Emrah Hancer
2020 J jnl
A survey on feature selection approaches for clustering.
Artif. Intell. Rev.
Emrah Hancer, Bing Xue, Mengjie Zhang
2020 J jnl
New filter approaches for feature selection using differential evolution and fuzzy rough set theory.
Neural Comput. Appl.
Emrah Hancer
2019 J jnl
Differential evolution for feature selection: a fuzzy wrapper-filter approach.
Soft Comput.
Emrah Hancer
2019 J jnl
Fuzzy kernel feature selection with multi-objective differential evolution algorithm.
Connect. Sci.
Emrah Hancer
2018 J jnl
Differential evolution for filter feature selection based on information theory and feature ranking.
Knowl. Based Syst.
Emrah Hancer, Bing Xue, Mengjie Zhang
2018 J jnl
Pareto front feature selection based on artificial bee colony optimization.
Inf. Sci.
Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay
2017 J jnl
A comprehensive survey of traditional, merge-split and evolutionary approaches proposed for determination of cluster number.
Swarm Evol. Comput.
Emrah Hancer, Dervis Karaboga
2017 — conf
A differential evolution based feature selection approach using an improved filter criterion.
SSCI
Emrah Hancer, Bing Xue, Mengjie Zhang
2015 J jnl
A binary ABC algorithm based on advanced similarity scheme for feature selection.
Appl. Soft Comput.
Emrah Hancer, Bing Xue, Dervis Karaboga, Mengjie Zhang
2015 B conf
A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information.
CEC
Emrah Hancer, Bing Xue, Mengjie Zhang, Dervis Karaboga, Bahriye Akay
2015 J jnl
A novel binary artificial bee colony algorithm based on genetic operators.
Inf. Sci.
Celal Öztürk, Emrah Hancer, Dervis Karaboga
2015 J jnl
Dynamic clustering with improved binary artificial bee colony algorithm.
Appl. Soft Comput.
Celal Öztürk, Emrah Hancer, Dervis Karaboga
2015 J jnl
Improved clustering criterion for image clustering with artificial bee colony algorithm.
Pattern Anal. Appl.
Celal Öztürk, Emrah Hancer, Dervis Karaboga
2014 — conf
A hybrid method to the reconstruction of contour lines from scanned topographic maps.
ISIE
Emrah Hancer, Refik Samet, Dervis Karaboga
2014 J jnl
Color Image Quantization: A Short Review and an Application with Artificial Bee Colony Algorithm.
Informatica
Celal Öztürk, Emrah Hancer, Dervis Karaboga
2012 J jnl
A new approach to the reconstruction of contour lines extracted from topographic maps.
J. Vis. Commun. Image Represent.
Refik Samet, Emrah Hancer
2012 B conf
Artificial Bee Colony based image clustering method.
IEEE Congress on Evolutionary Computation
Emrah Hancer, Celal Öztürk, Dervis Karaboga