Berna Kiraz

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 13

Top Topics

Neural Architecture

Vessel Segmentation

Machine Learning Approaches

Top Venues

IEEE J. Biomed. Health Informatics

Expert Syst. Appl.

Publications

Zeki Kus, Berna Kiraz, Musa Aydin, Alper Kiraz
PBC-NAS: Neural Architecture Search for Peripheral Blood Cells Classification. SIU (2024)
Emrah Y. Tema, Shaaban A. Sahmoud, Berna Kiraz
Radar placement optimization based on adaptive multi-objective meta-heuristics. Expert Syst. Appl. 239 (2024)
Musa Aydin, Zeki Kus, Berna Kiraz, Reyhan Hosavci, Alper Kiraz
The Effect of Class-Weighted Penalization in Deep Neural Networks for Multi-Class Cell Segmentation. SIU (2024)
Zeki Kus, Berna Kiraz
BaDENAS: Bayesian Based Neural Architecture Search for Retinal Vessel Segmentation. SIU (2023)
Zeki Kus, Berna Kiraz
Evolutionary Architecture Optimization for Retinal Vessel Segmentation. IEEE J. Biomed. Health Informatics 27 (12) (2023)
Zeliha Kaya, Zeki Kus, Berna Kiraz, Gönül Uludag
Machine Learning Approaches for Cell Viability. SIU (2023)
Zeki Kus, Musa Aydin, Berna Kiraz, Burhanettin Can
Neural Architecture Search Using Metaheuristics for Automated Cell Segmentation. MIC (2022)
Furkan Eren, Mete Aslan, Dilek Kanarya, Yigit Uysalli, Musa Aydin, Berna Kiraz, Omer Aydin, Alper Kiraz
DeepCAN: A Modular Deep Learning System for Automated Cell Counting and Viability Analysis. IEEE J. Biomed. Health Informatics 26 (11) (2022)
Cumali Türkmenoglu, A. Sima Etaner-Uyar, Berna Kiraz
Recommending healthy meal plans by optimising nature-inspired many-objective diet problem. Health Informatics J. 27 (1) (2021)
Muhammet Alkan, Berna Kiraz, Furkan Eren, Yigit Uysalli, Alper Kiraz
Few-Shot Learning for Segmentation of Yeast Cell Microscopy Images. SIU (2021)
Berna Kiraz, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
A Novel Collective Crossover Operator for Genetic Algorithms. SMC (2020)
Ibrahim Demir, Fatma Corut Ergin, Berna Kiraz
A New Model for the Multi-Objective Multiple Allocation Hub Network Design and Routing Problem. IEEE Access 7 (2019)
Cem Celal Tutum, Andrey K. Guber, Kalyanmoy Deb, Alvin Smucker, Amir Pouyan Nejadhashemi, Berna Kiraz
An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation. CEC (2015)
Gönül Uludag, Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan
A hybrid multi-population framework for dynamic environments combining online and offline learning. Soft Comput. 17 (12) (2013)
Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan
Selection hyper-heuristics in dynamic environments. J. Oper. Res. Soc. 64 (12) (2013)
Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan
An Ant-Based Selection Hyper-heuristic for Dynamic Environments. EvoApplications (2013)
Gönül Uludag, Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan
A Framework to Hybridize PBIL and a Hyper-heuristic for Dynamic Environments. PPSN (2) (2012)
Muhammet Kole, A. Sima Etaner-Uyar, Berna Kiraz, Ender Ozcan
Heuristics for car setup optimisation in TORCS. UKCI (2012)
Gonul Uludag, Berna Kiraz, A. Sima Etaner-Uyar, Ender Ozcan
Heuristic selection in a multi-phase hybrid approach for dynamic environments. UKCI (2012)
Berna Kiraz, Sima Uyar, Ender Özcan
An Investigation of Selection Hyper-heuristics in Dynamic Environments. EvoApplications (1) (2011)
Berna Kiraz, Haluk Rahmi Topcuoglu
Hyper-heuristic approaches for the dynamic generalized assignment problem. ISDA (2010)