Dervis Karaboga

83 papers B 7Journal 65Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A review on the versions of artificial bee colony algorithm for scheduling problems.
J. Comb. Optim.
Beyza Görkemli, Ebubekir Kaya, Dervis Karaboga, Bahriye Akay
2024 J jnl
A Comparative Analysis of Deep Learning-Based Approaches for Classifying Dental Implants Decision Support System.
J. Imaging Inform. Medicine
Mohammed Lubbad, Ikbal Leblebicioglu Kurtulus, Dervis Karaboga, Kerem Kilic, Alper Bastürk, Bahriye Akay, Özkan U. Nalbantoglu, Ozden Melis Durmaz Yilmaz, Mustafa Ayata, Serkan Yilmaz, Ishak Paçal
2024 J jnl
Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate.
Turkish J. Electr. Eng. Comput. Sci.
Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Halil Ulutabanca, Serap Dogan, Damla Coskun, Osman Demir
2024 J jnl
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review.
Neural Comput. Appl.
Mohammed Lubbad, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan U. Nalbantoglu, Ishak Paçal
2023 J jnl
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms.
Turkish J. Electr. Eng. Comput. Sci.
Damla Coskun, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Serap Dogan, Ishak Paçal, Meryem Altin Karagöz
2023 J jnl
An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological images.
Neural Comput. Appl.
Meryem Altin Karagöz, Bahriye Akay, Alper Bastürk, Dervis Karaboga, Özkan U. Nalbantoglu
2023 J jnl
Extending the depth of field of imaging systems using depth sensing camera.
Signal Image Video Process.
Florenc Skuka, Ahmet Nusret Toprak, Dervis Karaboga
2023 J jnl
Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection.
Appl. Intell.
Ahmet Karaman, Dervis Karaboga, Ishak Paçal, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin
2023 J jnl
Improved Chernoff Bound of Gaussian
Phys. Commun.
Mehmet Bilim, Dervis Karaboga
2023 J jnl
Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC).
Expert Syst. Appl.
Ahmet Karaman, Ishak Paçal, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin, Dervis Karaboga
2022 J jnl
A comprehensive survey on optimizing deep learning models by metaheuristics.
Artif. Intell. Rev.
Bahriye Akay, Dervis Karaboga, Rüstü Akay
2022 J jnl
A new lightweight convolutional neural network for radiation-induced liver disease classification.
Biomed. Signal Process. Control.
Demet Alici-Karaca, Bahriye Akay, Arzu Yay, Pinar Suna, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Alper Bastürk, Esra Balcioglu, Munevver Baran
2022 J jnl
A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems.
Eng. Appl. Artif. Intell.
Ebubekir Kaya, Beyza Görkemli, Bahriye Akay, Dervis Karaboga
2022 J jnl
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets.
Comput. Biol. Medicine
Ishak Paçal, Ahmet Karaman, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun
2021 J jnl
A robust real-time deep learning based automatic polyp detection system.
Comput. Biol. Medicine
Ishak Paçal, Dervis Karaboga
2021 J jnl
A survey on the Artificial Bee Colony algorithm variants for binary, integer and mixed integer programming problems.
Appl. Soft Comput.
Bahriye Akay, Dervis Karaboga, Beyza Görkemli, Ebubekir Kaya
2020 J jnl
A comprehensive review of deep learning in colon cancer.
Comput. Biol. Medicine
Ishak Paçal, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu
2020 J jnl
A genetic Artificial Bee Colony algorithm for signal reconstruction based big data optimization.
Appl. Soft Comput.
Selcuk Aslan, Dervis Karaboga
2020 J jnl
A new artificial bee colony algorithm employing intelligent forager forwarding strategies.
Appl. Soft Comput.
Selcuk Aslan, Dervis Karaboga, Hasan Badem
2020 J jnl
Estimation of number of foreign visitors with ANFIS by using ABC algorithm.
Soft Comput.
Dervis Karaboga, Ebubekir Kaya
2020 J jnl
Regression-Based Neuro-Fuzzy Network Trained by ABC Algorithm for High-Density Impulse Noise Elimination.
IEEE Trans. Fuzzy Syst.
Abdullah Çaliskan, Zeynel Abidin Çil, Hasan Badem, Dervis Karaboga
2020 J jnl
Solving differential equations with artificial bee colony programming.
Soft Comput.
Yassine Boudouaoui, Hacene Habbi, Celal Öztürk, Dervis Karaboga
2019 J jnl
A quick semantic artificial bee colony programming (qsABCP) for symbolic regression.
Inf. Sci.
Beyza Görkemli, Dervis Karaboga
2019 J jnl
Adaptive network based fuzzy inference system (ANFIS) training approaches: a comprehensive survey.
Artif. Intell. Rev.
Dervis Karaboga, Ebubekir Kaya
2019 J jnl
Discovery of conserved regions in DNA sequences by Artificial Bee Colony (ABC) algorithm based methods.
Nat. Comput.
Dervis Karaboga, Selcuk Aslan
2019 J jnl
Improved quick artificial bee colony (iqABC) algorithm for global optimization.
Soft Comput.
Selcuk Aslan, Hasan Badem, Dervis Karaboga
2019 J jnl
Solving Traveling Salesman Problem by Using Combinatorial Artificial Bee Colony Algorithms.
Int. J. Artif. Intell. Tools
Dervis Karaboga, Beyza Görkemli
2018 J jnl
Modified multiple search cooperative foraging strategy for improved artificial bee colony optimization with robustness analysis.
Soft Comput.
Fatima Harfouchi, Hacene Habbi, Celal Öztürk, Dervis Karaboga
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 J jnl
Training ANFIS by using the artificial bee colony algorithm.
Turkish J. Electr. Eng. Comput. Sci.
Dervis Karaboga, Ebubekir Kaya
2016 — conf
A new emigrant creation strategy based on local best sources for parallel Artificial Bee Colony algorithm.
SIU
Dervis Karaboga, Selcuk Aslan
2016 — conf
Accelerating search tree based brute force motif discovery technique on a processor cluster.
SIU
Selcuk Aslan, Dervis Karaboga, Mustafa Dogruer
2016 J jnl
An adaptive and hybrid artificial bee colony algorithm (aABC) for ANFIS training.
Appl. Soft Comput.
Dervis Karaboga, Ebubekir Kaya
2016 J jnl
CoABCMiner: An Algorithm for Cooperative Rule Classification System Based on Artificial Bee Colony.
Int. J. Artif. Intell. Tools
Mete Celik, Fehim Köylü, Dervis Karaboga
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
A survey on the applications of artificial bee colony in signal, image, and video processing.
Signal Image Video Process.
Bahriye Akay, 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
2015 J jnl
On clarifying misconceptions when comparing variants of the Artificial Bee Colony Algorithm by offering a new implementation.
Inf. Sci.
Marjan Mernik, Shih-Hsi Liu, Dervis Karaboga, Matej Crepinsek
2015 J jnl
Self-generated fuzzy systems design using artificial bee colony optimization.
Inf. Sci.
Hacene Habbi, Yassine Boudouaoui, Dervis Karaboga, Celal Öztürk
2014 J jnl
A comprehensive survey: artificial bee colony (ABC) algorithm and applications.
Artif. Intell. Rev.
Dervis Karaboga, Beyza Görkemli, Celal Öztürk, Nurhan 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
A quick artificial bee colony (qABC) algorithm and its performance on optimization problems.
Appl. Soft Comput.
Dervis Karaboga, Beyza Görkemli
2014 J jnl
Color Image Quantization: A Short Review and an Application with Artificial Bee Colony Algorithm.
Informatica
Celal Öztürk, Emrah Hancer, Dervis Karaboga
2014 — conf
Training ANFIS using artificial bee colony algorithm for nonlinear dynamic systems identification.
SIU
Dervis Karaboga, Ebubekir Kaya
2013 — conf
Performance analysis of ABCMiner algorithm with different objective functions.
SIU
Fehim Köylü, Mete Celik, Dervis Karaboga
2012 J jnl
A modified Artificial Bee Colony algorithm for real-parameter optimization.
Inf. Sci.
Bahriye Akay, Dervis Karaboga
2012 B conf
Artificial Bee Colony based image clustering method.
IEEE Congress on Evolutionary Computation
Emrah Hancer, Celal Öztürk, Dervis Karaboga
2012 J jnl
Artificial bee colony algorithm for large-scale problems and engineering design optimization.
J. Intell. Manuf.
Bahriye Akay, Dervis Karaboga
2012 J jnl
Artificial bee colony programming for symbolic regression.
Inf. Sci.
Dervis Karaboga, Celal Öztürk, Nurhan Karaboga, Beyza Görkemli
2012 J jnl
Cluster based wireless sensor network routing using artificial bee colony algorithm.
Wirel. Networks
Dervis Karaboga, Selcuk Okdem, Celal Öztürk
2011 J jnl
A modified Artificial Bee Colony (ABC) algorithm for constrained optimization problems.
Appl. Soft Comput.
Dervis Karaboga, Bahriye Akay
2011 J jnl
A novel clustering approach: Artificial Bee Colony (ABC) algorithm.
Appl. Soft Comput.
Dervis Karaboga, Celal Öztürk
2011 B conf
An application of Wireless Sensor Network routing based on Artificial Bee Colony Algorithm.
IEEE Congress on Evolutionary Computation
Selcuk Okdem, Dervis Karaboga, Celal Öztürk
2011 B conf
Hybrid Artificial Bee Colony algorithm for neural network training.
IEEE Congress on Evolutionary Computation
Celal Öztürk, Dervis Karaboga
2011 J jnl
Partial transmit sequences based on artificial bee colony algorithm for peak-to-average power ratio reduction in multicarrier code division multiple access systems.
IET Commun.
N. Taspnar, Dervis Karaboga, Mahmut Yildirim, Bahriye Akay
2011 J jnl
Probabilistic Dynamic Deployment of Wireless Sensor Networks by Artificial Bee Colony Algorithm.
Sensors
Celal Öztürk, Dervis Karaboga, Beyza Görkemli
2011 B conf
Wavelet packets optimization using Artificial Bee Colony algorithm.
IEEE Congress on Evolutionary Computation
Bahriye Akay, Dervis Karaboga
2010 J jnl
Artificial bee colony algorithm.
Scholarpedia
Dervis Karaboga
2010 — conf
Cluster based wireless sensor network routings using Artificial Bee Colony Algorithm.
AIS
Dervis Karaboga, Selcuk Okdem, Celal Öztürk
2009 J jnl
A comparative study of Artificial Bee Colony algorithm.
Appl. Math. Comput.
Dervis Karaboga, Bahriye Akay
2009 J jnl
A survey: algorithms simulating bee swarm intelligence.
Artif. Intell. Rev.
Dervis Karaboga, Bahriye Akay
2009 B conf
Parameter Tuning for the Artificial Bee Colony Algorithm.
ICCCI
Bahriye Akay, Dervis Karaboga
2009 J jnl
Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip.
Sensors
Selcuk Okdem, Dervis Karaboga
2009 — conf
Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm.
AI*IA
Bahriye Akay, Dervis Karaboga
2008 J jnl
Controlling spillway gates of dams by using fuzzy logic controller with optimum rule number.
Appl. Soft Comput.
Dervis Karaboga, Aytekin Bagis, Tefaruk Haktanir
2008 J jnl
On the performance of artificial bee colony (ABC) algorithm.
Appl. Soft Comput.
Dervis Karaboga, Bahriye Basturk
2007 J jnl
A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm.
J. Glob. Optim.
Dervis Karaboga, Bahriye Basturk
2007 — conf
Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems.
IFSA (1)
Dervis Karaboga, Bahriye Basturk
2007 B conf
Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks.
MDAI
Dervis Karaboga, Bahriye Akay, Celal Öztürk
2007 J jnl
Evolutionary algorithm-based fuzzy PD control of spillway gates of dams.
J. Frankl. Inst.
Aytekin Bagis, Dervis Karaboga
2006 J jnl
Genetic tracker with neural network for single and multiple target tracking.
Neurocomputing
Ilke Turkmen, Kerim Güney, Dervis Karaboga
2006 — conf
Routing in Wireless Sensor Networks Using Ant Colony Optimization.
AHS
Selcuk Okdem, Dervis Karaboga
2005 — conf
An Efficient Control Method for Elevator Group Control System.
CIS (2)
Ulvi Dagdelen, Aytekin Bagis, Dervis Karaboga
2005 — conf
Elevator Group Control by Using Talented Algorithm.
TAINN
Ulvi Dagdelen, Aytekin Bagis, Dervis Karaboga
2004 J jnl
Designing digital IIR filters using ant colony optimisation algorithm.
Eng. Appl. Artif. Intell.
Nurhan Karaboga, Adem Kalinli, Dervis Karaboga
2004 J jnl
Training recurrent neural networks by using parallel tabu search algorithm based on crossover operation.
Eng. Appl. Artif. Intell.
Adem Kalinli, Dervis Karaboga
1999 J jnl
Self-tuning fuzzy controller design using genetic optimisation and neural network modelling.
Artif. Intell. Eng.
Duc Truong Pham, Dervis Karaboga
1999 J jnl
Training Elman and Jordan networks for system identification using genetic algorithms.
Artif. Intell. Eng.
Duc Truong Pham, Dervis Karaboga
1998 J jnl
Cross breeding in genetic optimisation and its application to fuzzy logic controller design.
Artif. Intell. Eng.
Duc Truong Pham, Dervis Karaboga