Zeki Kus

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Neural Architecture

Vessel Segmentation

Parameter Optimization

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Musa Aydin, Zeki Kus, Zeliha Kaya Akçelik
A Hybrid CNN-Tree Based Model for Enhanced Image Classification Performance. SIU (2024)
Zeki Kus, Berna Kiraz, Musa Aydin, Alper Kiraz
PBC-NAS: Neural Architecture Search for Peripheral Blood Cells Classification. SIU (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, Can Akkan, Ayla Gülcü
Novel Surrogate Measures Based on a Similarity Network for Neural Architecture Search. IEEE Access 11 (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)
Ayla Gülcü, Zeki Kus
Neural Architecture Search Using Differential Evolution in MAML Framework for Few-Shot Classification Problems. MIC (2022)
Can Akkan, Ayla Gülcü, Zeki Kus
Bi-criteria simulated annealing for the curriculum-based course timetabling problem with robustness approximation. J. Sched. 25 (4) (2022)
Zeki Kus, Musa Aydin
Removal of Gaussian Distributed Noise in Images with Deep Neural Network Models. SIU (2022)
Ayla Gülcü, Zeki Kus
Multi-objective simulated annealing for hyper-parameter optimization in convolutional neural networks. PeerJ Comput. Sci. 7 (2021)
Can Akkan, Ayla Gülcü, Zeki Kus
Minimum penalty perturbation heuristics for curriculum-based timetables subject to multiple disruptions. Comput. Oper. Res. 132 (2021)
Ayla Gülcü, Zeki Kus
Hyper-Parameter Selection in Convolutional Neural Networks Using Microcanonical Optimization Algorithm. IEEE Access 8 (2020)
Can Akkan, Ayla Gülcü, Zeki Kus
Search Space Sampling by Simulated Annealing for Identifying Robust Solutions in Course Timetabling. CEC (2020)