Dervis Karaboga

According to our database, Dervis Karaboga authored at least 81 papers between 1998 and 2024.

Collaborative distances:

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

2024

Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review.

Mohammed Lubbad, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan U. Nalbantoglu, Ishak Paçal

Neural Comput. Appl., April, 2024

Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate.

Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Halil Ulutabanca, Serap Dogan, Damla Coskun, Osman Demir

Turkish J. Electr. Eng. Comput. Sci., 2024

2023

A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms.

Damla Coskun, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Serap Dogan, Ishak Paçal, Meryem Altin Karagöz

Turkish J. Electr. Eng. Comput. Sci., November, 2023

Robust real-time polyp detection system design based on YOLO algorithms by optimizing activation functions and hyper-parameters with artificial bee colony (ABC).

Ahmet Karaman, Ishak Paçal, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin, Dervis Karaboga

Expert Syst. Appl., July, 2023

Improved Chernoff Bound of Gaussian <i>Q</i>-function with ABC algorithm and its QAM applications to DB SC and MRC systems over Beaulieu-Xie channels.

Mehmet Bilim, Dervis Karaboga

Phys. Commun., June, 2023

Hyper-parameter optimization of deep learning architectures using artificial bee colony (ABC) algorithm for high performance real-time automatic colorectal cancer (CRC) polyp detection.

Ahmet Karaman, Dervis Karaboga, Ishak Paçal, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin

Appl. Intell., June, 2023

An unsupervised transfer learning model based on convolutional auto encoder for non-alcoholic steatohepatitis activity scoring and fibrosis staging of liver histopathological images.

Meryem Altin Karagöz, Bahriye Akay, Alper Bastürk, Dervis Karaboga, Özkan U. Nalbantoglu

Neural Comput. Appl., May, 2023

Extending the depth of field of imaging systems using depth sensing camera.

Florenc Skuka, Ahmet Nusret Toprak, Dervis Karaboga

Signal Image Video Process., March, 2023

2022

A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems.

Ebubekir Kaya, Beyza Görkemli, Bahriye Akay, Dervis Karaboga

Eng. Appl. Artif. Intell., 2022

An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets.

Ishak Paçal, Ahmet Karaman, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun

Comput. Biol. Medicine, 2022

A new lightweight convolutional neural network for radiation-induced liver disease classification.

Demet Alici-Karaca, Bahriye Akay, Arzu Yay, Pinar Suna, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Alper Bastürk, Esra Balcioglu, Munevver Baran

Biomed. Signal Process. Control., 2022

A comprehensive survey on optimizing deep learning models by metaheuristics.

Bahriye Akay, Dervis Karaboga, Rüstü Akay

Artif. Intell. Rev., 2022

2021

A robust real-time deep learning based automatic polyp detection system.

Ishak Paçal, Dervis Karaboga

Comput. Biol. Medicine, 2021

A survey on the Artificial Bee Colony algorithm variants for binary, integer and mixed integer programming problems.

Bahriye Akay, Dervis Karaboga, Beyza Görkemli, Ebubekir Kaya

Appl. Soft Comput., 2021

2020

Regression-Based Neuro-Fuzzy Network Trained by ABC Algorithm for High-Density Impulse Noise Elimination.

Abdullah Caliskan, Zeynel Abidin Çil, Hasan Badem, Dervis Karaboga

IEEE Trans. Fuzzy Syst., 2020

Estimation of number of foreign visitors with ANFIS by using ABC algorithm.

Dervis Karaboga, Ebubekir Kaya

Soft Comput., 2020

Solving differential equations with artificial bee colony programming.

Yassine Boudouaoui, Hacene Habbi, Celal Öztürk, Dervis Karaboga

Soft Comput., 2020

A comprehensive review of deep learning in colon cancer.

Ishak Paçal, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu

Comput. Biol. Medicine, 2020

A new artificial bee colony algorithm employing intelligent forager forwarding strategies.

Selcuk Aslan, Dervis Karaboga, Hasan Badem

Appl. Soft Comput., 2020

A genetic Artificial Bee Colony algorithm for signal reconstruction based big data optimization.

Selcuk Aslan, Dervis Karaboga

Appl. Soft Comput., 2020

2019

Improved quick artificial bee colony (iqABC) algorithm for global optimization.

Selcuk Aslan, Hasan Badem, Dervis Karaboga

Soft Comput., 2019

Discovery of conserved regions in DNA sequences by Artificial Bee Colony (ABC) algorithm based methods.

Dervis Karaboga, Selcuk Aslan

Nat. Comput., 2019

A quick semantic artificial bee colony programming (qsABCP) for symbolic regression.

Beyza Görkemli, Dervis Karaboga

Inf. Sci., 2019

Solving Traveling Salesman Problem by Using Combinatorial Artificial Bee Colony Algorithms.

Dervis Karaboga, Beyza Görkemli

Int. J. Artif. Intell. Tools, 2019

Adaptive network based fuzzy inference system (ANFIS) training approaches: a comprehensive survey.

Dervis Karaboga, Ebubekir Kaya

Artif. Intell. Rev., 2019

2018

Modified multiple search cooperative foraging strategy for improved artificial bee colony optimization with robustness analysis.

Fatima Harfouchi, Hacene Habbi, Celal Öztürk, Dervis Karaboga

Soft Comput., 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

Training ANFIS by using the artificial bee colony algorithm.

Dervis Karaboga, Ebubekir Kaya

Turkish J. Electr. Eng. Comput. Sci., 2017

2016

CoABCMiner: An Algorithm for Cooperative Rule Classification System Based on Artificial Bee Colony.

Mete Celik, Fehim Köylü, Dervis Karaboga

Int. J. Artif. Intell. Tools, 2016

An adaptive and hybrid artificial bee colony algorithm (aABC) for ANFIS training.

Dervis Karaboga, Ebubekir Kaya

Appl. Soft Comput., 2016

A new emigrant creation strategy based on local best sources for parallel Artificial Bee Colony algorithm.

Dervis Karaboga, Selcuk Aslan

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Accelerating search tree based brute force motif discovery technique on a processor cluster.

Selcuk Aslan, Dervis Karaboga, Mustafa Dogruer

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015

A survey on the applications of artificial bee colony in signal, image, and video processing.

Bahriye Akay, Dervis Karaboga

Signal Image Video Process., 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

On clarifying misconceptions when comparing variants of the Artificial Bee Colony Algorithm by offering a new implementation.

Marjan Mernik, Shih-Hsi Liu, Dervis Karaboga, Matej Crepinsek

Inf. Sci., 2015

Self-generated fuzzy systems design using artificial bee colony optimization.

Hacene Habbi, Yassine Boudouaoui, Dervis Karaboga, Celal Öztürk

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 quick artificial bee colony (qABC) algorithm and its performance on optimization problems.

Dervis Karaboga, Beyza Görkemli

Appl. Soft Comput., 2014

A comprehensive survey: artificial bee colony (ABC) algorithm and applications.

Dervis Karaboga, Beyza Görkemli, Celal Öztürk, Nurhan Karaboga

Artif. Intell. Rev., 2014

Training ANFIS using artificial bee colony algorithm for nonlinear dynamic systems identification.

Dervis Karaboga, Ebubekir Kaya

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 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

2013

Performance analysis of ABCMiner algorithm with different objective functions.

Fehim Köylü, Mete Celik, Dervis Karaboga

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012

Cluster based wireless sensor network routing using artificial bee colony algorithm.

Dervis Karaboga, Selcuk Okdem, Celal Öztürk

Wirel. Networks, 2012

Artificial bee colony algorithm for large-scale problems and engineering design optimization.

Bahriye Akay, Dervis Karaboga

J. Intell. Manuf., 2012

Artificial bee colony programming for symbolic regression.

Dervis Karaboga, Celal Öztürk, Nurhan Karaboga, Beyza Görkemli

Inf. Sci., 2012

A modified Artificial Bee Colony algorithm for real-parameter optimization.

Bahriye Akay, Dervis Karaboga

Inf. Sci., 2012

Artificial Bee Colony based image clustering method.

Emrah Hancer, Celal Öztürk, Dervis Karaboga

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Probabilistic Dynamic Deployment of Wireless Sensor Networks by Artificial Bee Colony Algorithm.

Celal Öztürk, Dervis Karaboga, Beyza Görkemli

Sensors, 2011

Partial transmit sequences based on artificial bee colony algorithm for peak-to-average power ratio reduction in multicarrier code division multiple access systems.

N. Taspnar, Dervis Karaboga, Mahmut Yildirim, Bahriye Akay

IET Commun., 2011

A novel clustering approach: Artificial Bee Colony (ABC) algorithm.

Dervis Karaboga, Celal Öztürk

Appl. Soft Comput., 2011

A modified Artificial Bee Colony (ABC) algorithm for constrained optimization problems.

Dervis Karaboga, Bahriye Akay

Appl. Soft Comput., 2011

Hybrid Artificial Bee Colony algorithm for neural network training.

Celal Öztürk, Dervis Karaboga

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

An application of Wireless Sensor Network routing based on Artificial Bee Colony Algorithm.

Selcuk Okdem, Dervis Karaboga, Celal Öztürk

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Wavelet packets optimization using Artificial Bee Colony algorithm.

Bahriye Akay, Dervis Karaboga

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Artificial bee colony algorithm.

Dervis Karaboga

Scholarpedia, 2010

Cluster based wireless sensor network routings using Artificial Bee Colony Algorithm.

Dervis Karaboga, Selcuk Okdem, Celal Öztürk

Proceedings of the Autonomous and Intelligent Systems - First International Conference, 2010

2009

Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip.

Selcuk Okdem, Dervis Karaboga

Sensors, 2009

A comparative study of Artificial Bee Colony algorithm.

Dervis Karaboga, Bahriye Akay

Appl. Math. Comput., 2009

A survey: algorithms simulating bee swarm intelligence.

Dervis Karaboga, Bahriye Akay

Artif. Intell. Rev., 2009

Parameter Tuning for the Artificial Bee Colony Algorithm.

Bahriye Akay, Dervis Karaboga

Proceedings of the Computational Collective Intelligence. Semantic Web, 2009

Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm.

Bahriye Akay, Dervis Karaboga

Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009

2008

Controlling spillway gates of dams by using fuzzy logic controller with optimum rule number.

Dervis Karaboga, Aytekin Bagis, Tefaruk Haktanir

Appl. Soft Comput., 2008

On the performance of artificial bee colony (ABC) algorithm.

Dervis Karaboga, Bahriye Basturk

Appl. Soft Comput., 2008

2007

A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm.

Dervis Karaboga, Bahriye Basturk

J. Glob. Optim., 2007

Evolutionary algorithm-based fuzzy PD control of spillway gates of dams.

Aytekin Bagis, Dervis Karaboga

J. Frankl. Inst., 2007

Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks.

Dervis Karaboga, Bahriye Akay, Celal Öztürk

Proceedings of the Modeling Decisions for Artificial Intelligence, 2007

Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems.

Dervis Karaboga, Bahriye Basturk

Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007

2006

Genetic tracker with neural network for single and multiple target tracking.

Ilke Turkmen, Kerim Güney, Dervis Karaboga

Neurocomputing, 2006

Routing in Wireless Sensor Networks Using Ant Colony Optimization.

Selcuk Okdem, Dervis Karaboga

Proceedings of the First NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2006), 2006

2005

Elevator Group Control by Using Talented Algorithm.

Ulvi Dagdelen, Aytekin Bagis, Dervis Karaboga

Proceedings of the Artificial Intelligence and Neural Networks, 14th Turkish Symposium, 2005

An Efficient Control Method for Elevator Group Control System.

Ulvi Dagdelen, Aytekin Bagis, Dervis Karaboga

Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004

Designing digital IIR filters using ant colony optimisation algorithm.

Nurhan Karaboga, Adem Kalinli, Dervis Karaboga

Eng. Appl. Artif. Intell., 2004

Training recurrent neural networks by using parallel tabu search algorithm based on crossover operation.

Adem Kalinli, Dervis Karaboga

Eng. Appl. Artif. Intell., 2004

1999

Self-tuning fuzzy controller design using genetic optimisation and neural network modelling.

Duc Truong Pham, Dervis Karaboga

Artif. Intell. Eng., 1999

Training Elman and Jordan networks for system identification using genetic algorithms.

Duc Truong Pham, Dervis Karaboga

Artif. Intell. Eng., 1999

1998

Cross breeding in genetic optimisation and its application to fuzzy logic controller design.

Duc Truong Pham, Dervis Karaboga

Artif. Intell. Eng., 1998