Dervis Karaboga

Orcid: 0000-0003-1439-6969

According to our database1, Dervis Karaboga authored at least 81 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Machine learning applications in detection and diagnosis of urology cancers: a systematic literature review.
Neural Comput. Appl., April, 2024

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

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

A comprehensive survey on optimizing deep learning models by metaheuristics.
Artif. Intell. Rev., 2022

2021
A robust real-time deep learning based automatic polyp detection system.
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

Estimation of number of foreign visitors with ANFIS by using ABC algorithm.
Soft Comput., 2020

Solving differential equations with artificial bee colony programming.
Soft Comput., 2020

A comprehensive review of deep learning in colon cancer.
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
Improved quick artificial bee colony (iqABC) algorithm for global optimization.
Soft Comput., 2019

Discovery of conserved regions in DNA sequences by Artificial Bee Colony (ABC) algorithm based methods.
Nat. Comput., 2019

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

Pareto front feature selection based on artificial bee colony optimization.
Inf. Sci., 2018

2017
A comprehensive survey of traditional, merge-split and evolutionary approaches proposed for determination of cluster number.
Swarm Evol. Comput., 2017

Training ANFIS by using the artificial bee colony algorithm.
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

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

A novel binary artificial bee colony algorithm based on genetic operators.
Inf. Sci., 2015

On clarifying misconceptions when comparing variants of the Artificial Bee Colony Algorithm by offering a new implementation.
Inf. Sci., 2015

Self-generated fuzzy systems design using artificial bee colony optimization.
Inf. Sci., 2015

Dynamic clustering with improved binary artificial bee colony algorithm.
Appl. Soft Comput., 2015

A binary ABC algorithm based on advanced similarity scheme for feature selection.
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

A comprehensive survey: artificial bee colony (ABC) algorithm and applications.
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
Performance analysis of ABCMiner algorithm with different objective functions.
Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012
Cluster based wireless sensor network routing using artificial bee colony algorithm.
Wirel. Networks, 2012

Artificial bee colony algorithm for large-scale problems and engineering design optimization.
J. Intell. Manuf., 2012

Artificial bee colony programming for symbolic regression.
Inf. Sci., 2012

A modified Artificial Bee Colony algorithm for real-parameter optimization.
Inf. Sci., 2012

Artificial Bee Colony based image clustering method.
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

A novel clustering approach: Artificial Bee Colony (ABC) algorithm.
Appl. Soft Comput., 2011

A modified Artificial Bee Colony (ABC) algorithm for constrained optimization problems.
Appl. Soft Comput., 2011

Hybrid Artificial Bee Colony algorithm for neural network training.
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

Wavelet packets optimization using Artificial Bee Colony algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Artificial bee colony algorithm.
Scholarpedia, 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

A comparative study of Artificial Bee Colony algorithm.
Appl. Math. Comput., 2009

A survey: algorithms simulating bee swarm intelligence.
Artif. Intell. Rev., 2009

Parameter Tuning for the Artificial Bee Colony Algorithm.
Proceedings of the Computational Collective Intelligence. Semantic Web, 2009

Solving Integer Programming Problems by Using Artificial Bee Colony Algorithm.
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

On the performance of artificial bee colony (ABC) algorithm.
Appl. Soft Comput., 2008

2007
A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm.
J. Glob. Optim., 2007

Evolutionary algorithm-based fuzzy PD control of spillway gates of dams.
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
Genetic tracker with neural network for single and multiple target tracking.
Neurocomputing, 2006

Routing in Wireless Sensor Networks Using Ant Colony Optimization.
Proceedings of the First NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2006), 2006

2005
Elevator Group Control by Using Talented Algorithm.
Proceedings of the Artificial Intelligence and Neural Networks, 14th Turkish Symposium, 2005

An Efficient Control Method for Elevator Group Control System.
Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004
Designing digital IIR filters using ant colony optimisation algorithm.
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


  Loading...