Dervis Karaboga
Orcid: 0000-0003-1439-6969
According to our database1,
Dervis Karaboga
authored at least 80 papers
between 1998 and 2024.
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Bibliography
2024
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review.
Neural Comput. Appl., April, 2024
2023
A comparative study of YOLO models and a transformer-based YOLOv5 model for mass detection in mammograms.
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).
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.
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.
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.
Neural Comput. Appl., May, 2023
Signal Image Video Process., March, 2023
2022
A review on the studies employing artificial bee colony algorithm to solve combinatorial optimization problems.
Eng. Appl. Artif. Intell., 2022
An efficient real-time colonic polyp detection with YOLO algorithms trained by using negative samples and large datasets.
Comput. Biol. Medicine, 2022
A new lightweight convolutional neural network for radiation-induced liver disease classification.
Biomed. Signal Process. Control., 2022
Artif. Intell. Rev., 2022
2021
Comput. Biol. Medicine, 2021
A survey on the Artificial Bee Colony algorithm variants for binary, integer and mixed integer programming problems.
Appl. Soft Comput., 2021
2020
Regression-Based Neuro-Fuzzy Network Trained by ABC Algorithm for High-Density Impulse Noise Elimination.
IEEE Trans. Fuzzy Syst., 2020
Soft Comput., 2020
Soft Comput., 2020
Comput. Biol. Medicine, 2020
A new artificial bee colony algorithm employing intelligent forager forwarding strategies.
Appl. Soft Comput., 2020
A genetic Artificial Bee Colony algorithm for signal reconstruction based big data optimization.
Appl. Soft Comput., 2020
2019
Soft Comput., 2019
Discovery of conserved regions in DNA sequences by Artificial Bee Colony (ABC) algorithm based methods.
Nat. Comput., 2019
Inf. Sci., 2019
Solving Traveling Salesman Problem by Using Combinatorial Artificial Bee Colony Algorithms.
Int. J. Artif. Intell. Tools, 2019
Adaptive network based fuzzy inference system (ANFIS) training approaches: a comprehensive survey.
Artif. Intell. Rev., 2019
2018
Modified multiple search cooperative foraging strategy for improved artificial bee colony optimization with robustness analysis.
Soft Comput., 2018
Inf. Sci., 2018
2017
A comprehensive survey of traditional, merge-split and evolutionary approaches proposed for determination of cluster number.
Swarm Evol. Comput., 2017
Turkish J. Electr. Eng. Comput. Sci., 2017
2016
CoABCMiner: An Algorithm for Cooperative Rule Classification System Based on Artificial Bee Colony.
Int. J. Artif. Intell. Tools, 2016
Appl. Soft Comput., 2016
A new emigrant creation strategy based on local best sources for parallel Artificial Bee Colony algorithm.
Proceedings of the 24th Signal Processing and Communication Application Conference, 2016
Accelerating search tree based brute force motif discovery technique on a processor cluster.
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.
Signal Image Video Process., 2015
Improved clustering criterion for image clustering with artificial bee colony algorithm.
Pattern Anal. Appl., 2015
Inf. Sci., 2015
On clarifying misconceptions when comparing variants of the Artificial Bee Colony Algorithm by offering a new implementation.
Inf. Sci., 2015
Inf. Sci., 2015
Appl. Soft Comput., 2015
Appl. Soft Comput., 2015
A multi-objective artificial bee colony approach to feature selection using fuzzy mutual information.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Color Image Quantization: A Short Review and an Application with Artificial Bee Colony Algorithm.
Informatica, 2014
A quick artificial bee colony (qABC) algorithm and its performance on optimization problems.
Appl. Soft Comput., 2014
Artif. Intell. Rev., 2014
Training ANFIS using artificial bee colony algorithm for nonlinear dynamic systems identification.
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.
Proceedings of the 23rd IEEE International Symposium on Industrial Electronics, 2014
2013
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013
2012
Wirel. Networks, 2012
Artificial bee colony algorithm for large-scale problems and engineering design optimization.
J. Intell. Manuf., 2012
Inf. Sci., 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Probabilistic Dynamic Deployment of Wireless Sensor Networks by Artificial Bee Colony Algorithm.
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.
IET Commun., 2011
Appl. Soft Comput., 2011
A modified Artificial Bee Colony (ABC) algorithm for constrained optimization problems.
Appl. Soft Comput., 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
An application of Wireless Sensor Network routing based on Artificial Bee Colony Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Cluster based wireless sensor network routings using Artificial Bee Colony Algorithm.
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.
Sensors, 2009
Proceedings of the Computational Collective Intelligence. Semantic Web, 2009
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.
Appl. Soft Comput., 2008
Appl. Soft Comput., 2008
2007
A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm.
J. Glob. Optim., 2007
J. Frankl. Inst., 2007
Artificial Bee Colony (ABC) Optimization Algorithm for Training Feed-Forward Neural Networks.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2007
Artificial Bee Colony (ABC) Optimization Algorithm for Solving Constrained Optimization Problems.
Proceedings of the Foundations of Fuzzy Logic and Soft Computing, 2007
2006
Neurocomputing, 2006
Proceedings of the First NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2006), 2006
2005
Proceedings of the Artificial Intelligence and Neural Networks, 14th Turkish Symposium, 2005
Proceedings of the Computational Intelligence and Security, International Conference, 2005
2004
Eng. Appl. Artif. Intell., 2004
Training recurrent neural networks by using parallel tabu search algorithm based on crossover operation.
Eng. Appl. Artif. Intell., 2004
1999
Self-tuning fuzzy controller design using genetic optimisation and neural network modelling.
Artif. Intell. Eng., 1999
Training Elman and Jordan networks for system identification using genetic algorithms.
Artif. Intell. Eng., 1999
1998
Cross breeding in genetic optimisation and its application to fuzzy logic controller design.
Artif. Intell. Eng., 1998