Berna Kiraz

24 papers B 3C 1Journal 9Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
MOLiNAS: multi-objective lightweight neural architecture search for whole-slide multi-class blood cell segmentation.
Health Inf. Sci. Syst.
Zeki Kus, Berna Kiraz, Musa Aydin, Alper Kiraz
2025 J jnl
Neural Architecture Search for biomedical image classification: A comparative study across data modalities.
Artif. Intell. Medicine
Zeki Kus, Musa Aydin, Berna Kiraz, Alper Kiraz
2024 — conf
PBC-NAS: Neural Architecture Search for Peripheral Blood Cells Classification.
SIU
Zeki Kus, Berna Kiraz, Musa Aydin, Alper Kiraz
2024 J jnl
Radar placement optimization based on adaptive multi-objective meta-heuristics.
Expert Syst. Appl.
Emrah Y. Tema, Shaaban A. Sahmoud, Berna Kiraz
2024 — conf
The Effect of Class-Weighted Penalization in Deep Neural Networks for Multi-Class Cell Segmentation.
SIU
Musa Aydin, Zeki Kus, Berna Kiraz, Reyhan Hosavci, Alper Kiraz
2023 — conf
BaDENAS: Bayesian Based Neural Architecture Search for Retinal Vessel Segmentation.
SIU
Zeki Kus, Berna Kiraz
2023 J jnl
Evolutionary Architecture Optimization for Retinal Vessel Segmentation.
IEEE J. Biomed. Health Informatics
Zeki Kus, Berna Kiraz
2023 — conf
Machine Learning Approaches for Cell Viability.
SIU
Zeliha Kaya, Zeki Kus, Berna Kiraz, Gönül Uludag
2022 J jnl
DeepCAN: A Modular Deep Learning System for Automated Cell Counting and Viability Analysis.
IEEE J. Biomed. Health Informatics
Furkan Eren, Mete Aslan, Dilek Kanarya, Yigit Uysalli, Musa Aydin, Berna Kiraz, Omer Aydin, Alper Kiraz
2022 — conf
Neural Architecture Search Using Metaheuristics for Automated Cell Segmentation.
MIC
Zeki Kus, Musa Aydin, Berna Kiraz, Burhanettin Can
2021 — conf
Few-Shot Learning for Segmentation of Yeast Cell Microscopy Images.
SIU
Muhammet Alkan, Berna Kiraz, Furkan Eren, Yigit Uysalli, Alper Kiraz
2021 J jnl
Recommending healthy meal plans by optimising nature-inspired many-objective diet problem.
Health Informatics J.
Cumali Türkmenoglu, A. Sima Etaner-Uyar, Berna Kiraz
2020 B conf
A Novel Collective Crossover Operator for Genetic Algorithms.
SMC
Berna Kiraz, Azam Asilian Bidgoli, Hossein Ebrahimpour-Komleh, Shahryar Rahnamayan
2019 J jnl
A New Model for the Multi-Objective Multiple Allocation Hub Network Design and Routing Problem.
IEEE Access
Ibrahim Demir, Fatma Corut Ergin, Berna Kiraz
2015 B conf
An integrated approach involving EMO and HYDRUS-2D software for SWRT-based precision irrigation.
CEC
Cem Celal Tutum, Andrey K. Guber, Kalyanmoy Deb, Alvin Smucker, A. Pouyan Nejadhashemi, Berna Kiraz
2014 — —
Hyper-heuristics in dynamic environments (Dinamik ortamlarda üst-sezgiseller)
Berna Kiraz
2013 J jnl
A hybrid multi-population framework for dynamic environments combining online and offline learning.
Soft Comput.
Gönül Uludag, Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan
2013 B conf
An Ant-Based Selection Hyper-heuristic for Dynamic Environments.
EvoApplications
Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan
2013 J jnl
Selection hyper-heuristics in dynamic environments.
J. Oper. Res. Soc.
Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan
2012 — conf
A Framework to Hybridize PBIL and a Hyper-heuristic for Dynamic Environments.
PPSN (2)
Gönül Uludag, Berna Kiraz, A. Sima Etaner-Uyar, Ender Özcan
2012 — conf
Heuristic selection in a multi-phase hybrid approach for dynamic environments.
UKCI
Gonul Uludag, Berna Kiraz, A. Sima Etaner-Uyar, Ender Ozcan
2012 — conf
Heuristics for car setup optimisation in TORCS.
UKCI
Muhammet Kole, A. Sima Etaner-Uyar, Berna Kiraz, Ender Ozcan
2011 — conf
An Investigation of Selection Hyper-heuristics in Dynamic Environments.
EvoApplications (1)
Berna Kiraz, Sima Uyar, Ender Özcan
2010 C conf
Hyper-heuristic approaches for the dynamic generalized assignment problem.
ISDA
Berna Kiraz, Haluk Rahmi Topcuoglu