Berna Kiraz

According to our database, Berna Kiraz authored at least 22 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Radar placement optimization based on adaptive multi-objective meta-heuristics.

Emrah Y. Tema, Shaaban A. Sahmoud, Berna Kiraz

Expert Syst. Appl., 2024

PBC-NAS: Neural Architecture Search for Peripheral Blood Cells Classification.

Zeki Kus, Berna Kiraz, Musa Aydin, Alper Kiraz

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

The Effect of Class-Weighted Penalization in Deep Neural Networks for Multi-Class Cell Segmentation.

Musa Aydin, Zeki Kus, Berna Kiraz, Reyhan Hosavci, Alper Kiraz

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023

Evolutionary Architecture Optimization for Retinal Vessel Segmentation.

Zeki Kus, Berna Kiraz

IEEE J. Biomed. Health Informatics, December, 2023

BaDENAS: Bayesian Based Neural Architecture Search for Retinal Vessel Segmentation.

Zeki Kus, Berna Kiraz

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Machine Learning Approaches for Cell Viability.

Zeliha Kaya, Zeki Kus, Berna Kiraz, Gönül Uludag

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2022

DeepCAN: A Modular Deep Learning System for Automated Cell Counting and Viability Analysis.

Furkan Eren, Mete Aslan, Dilek Kanarya, Yigit Uysalli, Musa Aydin, Berna Kiraz, Omer Aydin, Alper Kiraz

IEEE J. Biomed. Health Informatics, 2022

Neural Architecture Search Using Metaheuristics for Automated Cell Segmentation.

Zeki Kus, Musa Aydin, Berna Kiraz, Burhanettin Can

Proceedings of the Metaheuristics - 14th International Conference, 2022

2021

Recommending healthy meal plans by optimising nature-inspired many-objective diet problem.

Cumali Türkmenoglu, A. Sima Etaner-Uyar, Berna Kiraz

Health Informatics J., 2021

Few-Shot Learning for Segmentation of Yeast Cell Microscopy Images.

Muhammet Alkan, Berna Kiraz, Furkan Eren, Yigit Uysalli, Alper Kiraz

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

2020

A Novel Collective Crossover Operator for Genetic Algorithms.

Berna Kiraz, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

2019

A New Model for the Multi-Objective Multiple Allocation Hub Network Design and Routing Problem.

Ibrahim Demir, Fatma Corut Ergin, Berna Kiraz

IEEE Access, 2019

2015

An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation.

Cem Celal Tutum, Andrey K. Guber, Kalyanmoy Deb, Alvin Smucker, A. Pouyan Nejadhashemi, Berna Kiraz

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Hyper-heuristics in dynamic environments (Dinamik ortamlarda üst-sezgiseller)

Berna Kiraz

PhD thesis, 2014

2013

A hybrid multi-population framework for dynamic environments combining online and offline learning.

Gönül Uludag, Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan

Soft Comput., 2013

Selection hyper-heuristics in dynamic environments.

Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan

J. Oper. Res. Soc., 2013

An Ant-Based Selection Hyper-heuristic for Dynamic Environments.

Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan

Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

2012

Heuristic selection in a multi-phase hybrid approach for dynamic environments.

Gonul Uludag, Berna Kiraz, A. Sima Etaner-Uyar, Ender Ozcan

Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

Heuristics for car setup optimisation in TORCS.

Muhammet Kole, A. Sima Etaner-Uyar, Berna Kiraz, Ender Ozcan

Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

A Framework to Hybridize PBIL and a Hyper-heuristic for Dynamic Environments.

Gönül Uludag, Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

2011

An Investigation of Selection Hyper-heuristics in Dynamic Environments.

Berna Kiraz, Sima Uyar, Ender Özcan

Proceedings of the Applications of Evolutionary Computation, 2011

2010

Hyper-heuristic approaches for the dynamic generalized assignment problem.

Berna Kiraz, Haluk Rahmi Topcuoglu

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010