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Author

Emrah Hançer

Observed names: E Hancer, EMRAH HANÇER, Emrah HANCER, Emrah HANÇER, Emrah Hancer, Hancer, Emrah, Hançer, Emrah
ORCID: 0000-0002-3213-5191
Observed ORCID: 0000-0002-3213-5191
OpenAlex ID: A5043777091
Differential evolution for filter feature selection based on information theory and feature ranking
2017 · Emrah Hancer, Bing Xue, et al. · Knowledge-Based Systems · 399
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Pareto front feature selection based on artificial bee colony optimization
2017 · Emrah Hancer, Bing Xue, et al. · Information Sciences · 328
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A survey on feature selection approaches for clustering
2020 · Emrah Hancer, Bing Xue, et al. · Artificial Intelligence Review · 217
A binary ABC algorithm based on advanced similarity scheme for feature selection
2015 · Emrah Hancer, Bing Xue, et al. · Applied Soft Computing · 181
A novel binary artificial bee colony algorithm based on genetic operators
2014 · Celal Ozturk, Emrah Hancer, et al. · Information Sciences · 165
Dynamic clustering with improved binary artificial bee colony algorithm
2014 · Celal Ozturk, Emrah Hancer, et al. · Applied Soft Computing · 154
A comprehensive survey of traditional, merge-split and evolutionary approaches proposed for determination of cluster number
2016 · Emrah Hancer, Dervis Karaboga · Swarm and Evolutionary Computation · 122
Differential evolution for feature selection: a fuzzy wrapper–filter approach
2018 · Emrah Hancer · Soft Computing · 90
A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information
2015 · Emrah Hancer, Bing Xue, et al. · IEEE Congress on Evolutionary Computation (CEC) · 80
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A new multi-objective differential evolution approach for simultaneous clustering and feature selection
2019 · Emrah Hancer · Engineering Applications of Artificial Intelligence · 77
Color Image Quantization: A Short Review and an Application with Artificial Bee Colony Algorithm
2014 · Celal Ozturk, Emrah Hancer, et al. · Informatica · 58
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Artificial Bee Colony based image clustering method
2012 · Emrah Hancer, Celal Ozturk, et al. · IEEE Congress on Evolutionary Computation (CEC) · 56
Improved clustering criterion for image clustering with artificial bee colony algorithm
2014 · Celal Ozturk, Emrah Hancer, et al. · Pattern Analysis and Applications · 53
Extraction of brain tumors from MRI images with artificial bee colony based segmentation methodology
2013 · Emrah Hancer, Celal Ozturk, et al. · National Conference on Electrical and Electronics Engineering (ELECO) · 46
Fuzzy filter cost-sensitive feature selection with differential evolution
2022 · Emrah Hancer, Bing Xue, et al. · Knowledge-Based Systems · 39
A new approach to the reconstruction of contour lines extracted from topographic maps
2012 · Refik Samet, Emrah Hancer · Journal of Visual Communication and Image Representation · 33
An improved evolutionary wrapper-filter feature selection approach with a new initialisation scheme
2021 · Emrah Hancer · Machine Learning · 32
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Fuzzy kernel feature selection with multi-objective differential evolution algorithm
2019 · Emrah Hancer · Connection Science · 31
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A Multimodal Multiobjective Evolutionary Algorithm for Filter Feature Selection in Multilabel Classification
2024 · Emrah Hancer, Bing Xue, et al. · IEEE Transactions on Artificial Intelligence · 30
New filter approaches for feature selection using differential evolution and fuzzy rough set theory
2020 · Emrah Hancer · Neural Computing and Applications · 30
An evolutionary filter approach to feature selection in classification for both single- and multi-objective scenarios
2023 · Emrah Hancer, Bing Xue, et al. · Knowledge-Based Systems · 27
An imbalance-aware nuclei segmentation methodology for H&E stained histopathology images
2023 · Emrah Hancer, Mohamed Traoré, et al. · Biomedical Signal Processing and Control · 24
EEG-based emotion recognition using dual tree complex wavelet transform and random subspace ensemble classifier
2022 · Emrah Hancer, Abdulhamit Subasi · Computer Methods in Biomechanics & Biomedical Engineering · 19
Artificial Bee Colony: Theory, Literature Review, and Application in Image Segmentation
2019 · Emrah Hancer · Studies in computational intelligence · 19
CompSegNet: An enhanced U-shaped architecture for nuclei segmentation in H&E histopathology images
2024 · Mohamed Traoré, Emrah Hancer, et al. · Biomedical Signal Processing and Control · 14
Works count: 74
Citation count: 2,515
H-index: 22
I10-index: 31
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