Dervis Karaboga

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 33

Top Topics

Artificial Bee Colony

Top Venues

Appl. Soft Comput.

Artif. Intell. Rev.

Publications

Meryem Altin Karagöz, Özkan Ufuk Nalbantoglu, Dervis Karaboga, Bahriye Akay, Alper Bastürk, Halil Ulutabanca, Serap Dogan, Damla Coskun, Osman Demir
Deep learning-based breast cancer diagnosis with multiview of mammography screening to reduce false positive recall rate. Turkish J. Electr. Eng. Comput. Sci. 32 (3) (2024)
Mohammed Lubbad, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan U. Nalbantoglu, Ishak Paçal
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review. Neural Comput. Appl. 36 (12) (2024)
Mehmet Bilim, Dervis Karaboga
-function with ABC algorithm and its QAM applications to DB SC and MRC systems over Beaulieu-Xie channels. Phys. Commun. 58 (2023)
Meryem Altin Karagöz, Bahriye Akay, Alper Bastürk, Dervis Karaboga, Özkan U. Nalbantoglu
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. 35 (14) (2023)
Damla Coskun, Dervis Karaboga, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Serap Dogan, Ishak Paçal, Meryem Altin Karagöz
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms. Turkish J. Electr. Eng. Comput. Sci. 31 (7) (2023)
Ahmet Karaman, Ishak Pacal, Alper Bastürk, Bahriye Akay, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin, Dervis Karaboga
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. 221 (2023)
Ahmet Karaman, Dervis Karaboga, Ishak Pacal, Bahriye Akay, Alper Bastürk, Özkan Ufuk Nalbantoglu, Seymanur Coskun, Omur Sahin
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. 53 (12) (2023)
Florenc Skuka, Ahmet Nusret Toprak, Dervis Karaboga
Extending the depth of field of imaging systems using depth sensing camera. Signal Image Video Process. 17 (2) (2023)
Bahriye Akay, Dervis Karaboga, Rustu Akay
A comprehensive survey on optimizing deep learning models by metaheuristics. Artif. Intell. Rev. 55 (2) (2022)
Ebubekir Kaya, Beyza Görkemli, Bahriye Akay, Dervis Karaboga
A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems. Eng. Appl. Artif. Intell. 115 (2022)
Ishak Pacal, Ahmet Karaman, Dervis Karaboga, Bahriye Akay, Alper Bastürk, O. Ufuk Nalbantoglu, Seymanur Coskun
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets. Comput. Biol. Medicine 141 (2022)
Demet Alici-Karaca, Bahriye Akay, Arzu Yay, Pinar Suna, O. Ufuk Nalbantoglu, Dervis Karaboga, Alper Bastürk, Esra Balcioglu, Munevver Baran
A new lightweight convolutional neural network for radiation-induced liver disease classification. Biomed. Signal Process. Control. 73 (2022)
Ishak Pacal, Dervis Karaboga
A robust real-time deep learning based automatic polyp detection system. Comput. Biol. Medicine 134 (2021)
Bahriye Akay, Dervis Karaboga, Beyza Görkemli, Ebubekir Kaya
A survey on the Artificial Bee Colony algorithm variants for binary, integer and mixed integer programming problems. Appl. Soft Comput. 106 (2021)
Dervis Karaboga, Ebubekir Kaya
Estimation of number of foreign visitors with ANFIS by using ABC algorithm. Soft Comput. 24 (10) (2020)
Abdullah Caliskan, Zeynel Abidin Çil, Hasan Badem, Dervis Karaboga
Regression-Based Neuro-Fuzzy Network Trained by ABC Algorithm for High-Density Impulse Noise Elimination. IEEE Trans. Fuzzy Syst. 28 (6) (2020)
Yassine Boudouaoui, Hacene Habbi, Celal Öztürk, Dervis Karaboga
Solving differential equations with artificial bee colony programming. Soft Comput. 24 (23) (2020)
Selcuk Aslan, Dervis Karaboga
A genetic Artificial Bee Colony algorithm for signal reconstruction based big data optimization. Appl. Soft Comput. 88 (2020)
Ishak Pacal, Dervis Karaboga, Alper Bastürk, Bahriye Akay, O. Ufuk Nalbantoglu
A comprehensive review of deep learning in colon cancer. Comput. Biol. Medicine 126 (2020)
Selcuk Aslan, Dervis Karaboga, Hasan Badem
A new artificial bee colony algorithm employing intelligent forager forwarding strategies. Appl. Soft Comput. 96 (2020)
Selcuk Aslan, Hasan Badem, Dervis Karaboga
Improved quick artificial bee colony (iqABC) algorithm for global optimization. Soft Comput. 23 (24) (2019)
Dervis Karaboga, Ebubekir Kaya
Adaptive network based fuzzy inference system (ANFIS) training approaches: a comprehensive survey. Artif. Intell. Rev. 52 (4) (2019)
Beyza Görkemli, Dervis Karaboga
A quick semantic artificial bee colony programming (qsABCP) for symbolic regression. Inf. Sci. 502 (2019)
Dervis Karaboga, Selcuk Aslan
Discovery of conserved regions in DNA sequences by Artificial Bee Colony (ABC) algorithm based methods. Nat. Comput. 18 (2) (2019)
Dervis Karaboga, Beyza Görkemli
Solving Traveling Salesman Problem by Using Combinatorial Artificial Bee Colony Algorithms. Int. J. Artif. Intell. Tools 28 (1) (2019)
Fatima Harfouchi, Hacene Habbi, Celal Öztürk, Dervis Karaboga
Modified multiple search cooperative foraging strategy for improved artificial bee colony optimization with robustness analysis. Soft Comput. 22 (19) (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)
Dervis Karaboga, Ebubekir Kaya
Training ANFIS by using the artificial bee colony algorithm. Turkish J. Electr. Eng. Comput. Sci. 25 (2017)
Selcuk Aslan, Dervis Karaboga, Mustafa Dogruer
Accelerating search tree based brute force motif discovery technique on a processor cluster. SIU (2016)
Mete Celik, Fehim Koylu, Dervis Karaboga
CoABCMiner: An Algorithm for Cooperative Rule Classification System Based on Artificial Bee Colony. Int. J. Artif. Intell. Tools 25 (1) (2016)
Dervis Karaboga, Ebubekir Kaya
An adaptive and hybrid artificial bee colony algorithm (aABC) for ANFIS training. Appl. Soft Comput. 49 (2016)
Dervis Karaboga, Selcuk Aslan
A new emigrant creation strategy based on local best sources for parallel Artificial Bee Colony algorithm. SIU (2016)
Celal Öztürk, Emrah Hancer, Dervis Karaboga
Dynamic clustering with improved binary artificial bee colony algorithm. Appl. Soft Comput. 28 (2015)
Hacene Habbi, Yassine Boudouaoui, Dervis Karaboga, Celal Öztürk
Self-generated fuzzy systems design using artificial bee colony optimization. Inf. Sci. 295 (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)
Bahriye Akay, Dervis Karaboga
A survey on the applications of artificial bee colony in signal, image, and video processing. Signal Image Video Process. 9 (4) (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)
Marjan Mernik, Shih-Hsi Liu, Dervis Karaboga, Matej Crepinsek
On clarifying misconceptions when comparing variants of the Artificial Bee Colony Algorithm by offering a new implementation. Inf. Sci. 291 (2015)
Dervis Karaboga, Ebubekir Kaya
Training ANFIS using artificial bee colony algorithm for nonlinear dynamic systems identification. SIU (2014)
Dervis Karaboga, Beyza Görkemli
A quick artificial bee colony (qABC) algorithm and its performance on optimization problems. Appl. Soft Comput. 23 (2014)
Dervis Karaboga, Beyza Görkemli, Celal Öztürk, Nurhan Karaboga
A comprehensive survey: artificial bee colony (ABC) algorithm and applications. Artif. Intell. Rev. 42 (1) (2014)
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)
Fehim Koylu, Mete Celik, Dervis Karaboga
Performance analysis of ABCMiner algorithm with different objective functions. SIU (2013)
Dervis Karaboga, Celal Öztürk, Nurhan Karaboga, Beyza Görkemli
Artificial bee colony programming for symbolic regression. Inf. Sci. 209 (2012)
Bahriye Akay, Dervis Karaboga
A modified Artificial Bee Colony algorithm for real-parameter optimization. Inf. Sci. 192 (2012)
Emrah Hancer, Celal Öztürk, Dervis Karaboga
Artificial Bee Colony based image clustering method. IEEE Congress on Evolutionary Computation (2012)
Dervis Karaboga, Selcuk Okdem, Celal Öztürk
Cluster based wireless sensor network routing using artificial bee colony algorithm. Wirel. Networks 18 (7) (2012)
Bahriye Akay, Dervis Karaboga
Artificial bee colony algorithm for large-scale problems and engineering design optimization. J. Intell. Manuf. 23 (4) (2012)
Bahriye Akay, Dervis Karaboga
Wavelet packets optimization using Artificial Bee Colony algorithm. IEEE Congress on Evolutionary Computation (2011)
Celal Öztürk, Dervis Karaboga, Beyza Görkemli
Probabilistic Dynamic Deployment of Wireless Sensor Networks by Artificial Bee Colony Algorithm. Sensors 11 (6) (2011)
N. Taspnar, Dervis Karaboga, Mahmut Yildirim, Bahriye Akay
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. 5 (8) (2011)
Dervis Karaboga, Celal Öztürk
A novel clustering approach: Artificial Bee Colony (ABC) algorithm. Appl. Soft Comput. 11 (1) (2011)
Selcuk Okdem, Dervis Karaboga, Celal Öztürk
An application of Wireless Sensor Network routing based on Artificial Bee Colony Algorithm. IEEE Congress on Evolutionary Computation (2011)
Dervis Karaboga, Bahriye Akay
A modified Artificial Bee Colony (ABC) algorithm for constrained optimization problems. Appl. Soft Comput. 11 (3) (2011)
Celal Öztürk, Dervis Karaboga
Hybrid Artificial Bee Colony algorithm for neural network training. IEEE Congress on Evolutionary Computation (2011)
Dervis Karaboga
Artificial bee colony algorithm. Scholarpedia 5 (3) (2010)
Dervis Karaboga, Selcuk Okdem, Celal Öztürk
Cluster based wireless sensor network routings using Artificial Bee Colony Algorithm. AIS (2010)
Bahriye Akay, Dervis Karaboga
Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm. AI*IA (2009)
Dervis Karaboga, Bahriye Akay
A comparative study of Artificial Bee Colony algorithm. Appl. Math. Comput. 214 (1) (2009)
Bahriye Akay, Dervis Karaboga
Parameter Tuning for the Artificial Bee Colony Algorithm. ICCCI (2009)
Selcuk Okdem, Dervis Karaboga
Routing in Wireless Sensor Networks Using an Ant Colony Optimization (ACO) Router Chip. Sensors 9 (2) (2009)
Dervis Karaboga, Bahriye Akay
A survey: algorithms simulating bee swarm intelligence. Artif. Intell. Rev. 31 (1-4) (2009)
Dervis Karaboga, Aytekin Bagis, Tefaruk Haktanir
Controlling spillway gates of dams by using fuzzy logic controller with optimum rule number. Appl. Soft Comput. 8 (1) (2008)
Dervis Karaboga, Bahriye Basturk
On the performance of artificial bee colony (ABC) algorithm. Appl. Soft Comput. 8 (1) (2008)
Dervis Karaboga, Bahriye Basturk
Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems. IFSA (1) (2007)
Dervis Karaboga, Bahriye Basturk
A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm. J. Glob. Optim. 39 (3) (2007)
Dervis Karaboga, Bahriye Akay, Celal Öztürk
Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks. MDAI (2007)
Aytekin Bagis, Dervis Karaboga
Evolutionary algorithm-based fuzzy PD control of spillway gates of dams. J. Frankl. Inst. 344 (8) (2007)
Ilke Turkmen, Kerim Guney, Dervis Karaboga
Genetic tracker with neural network for single and multiple target tracking. Neurocomputing 69 (16-18) (2006)
Selcuk Okdem, Dervis Karaboga
Routing in Wireless Sensor Networks Using Ant Colony Optimization. AHS (2006)
Ulvi Dagdelen, Aytekin Bagis, Dervis Karaboga
An Efficient Control Method for Elevator Group Control System. CIS (2) (2005)
Ulvi Dagdelen, Aytekin Bagis, Dervis Karaboga
Elevator Group Control by Using Talented Algorithm. TAINN (2005)
Adem Kalinli, Dervis Karaboga
Training recurrent neural networks by using parallel tabu search algorithm based on crossover operation. Eng. Appl. Artif. Intell. 17 (5) (2004)
Nurhan Karaboga, Adem Kalinli, Dervis Karaboga
Designing digital IIR filters using ant colony optimisation algorithm. Eng. Appl. Artif. Intell. 17 (3) (2004)
Duc Truong Pham, Dervis Karaboga
Self-tuning fuzzy controller design using genetic optimisation and neural network modelling. Artif. Intell. Eng. 13 (2) (1999)
Duc Truong Pham, Dervis Karaboga
Training Elman and Jordan networks for system identification using genetic algorithms. Artif. Intell. Eng. 13 (2) (1999)
Duc Truong Pham, Dervis Karaboga
Cross breeding in genetic optimisation and its application to fuzzy logic controller design. Artif. Intell. Eng. 12 (1-2) (1998)