Timea Bezdan

According to our database, Timea Bezdan authored at least 18 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Optimizing Machine Learning for Breast Cancer Detection by Hybrid Metaheuristic Approach.

Timea Bezdan, Ivana Strumberger, Milan Tuba

Proceedings of the 12th International Symposium on Digital Forensics and Security, 2024

2023

A novel firefly algorithm approach for efficient feature selection with COVID-19 dataset.

Nebojsa Bacanin, K. Venkatachalam, Timea Bezdan, Miodrag Zivkovic, Mohamed Abouhawwash

Microprocess. Microsystems, April, 2023

Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes.

Nebojsa Bacanin, Milos Antonijevic, Timea Bezdan, Miodrag Zivkovic, K. Venkatachalam, Sharaf J. Malebary

Clust. Comput., February, 2023

2022

Modified firefly algorithm for workflow scheduling in cloud-edge environment.

Nebojsa Bacanin, Miodrag Zivkovic, Timea Bezdan, K. Venkatachalam, Mohamed Abouhawwash

Neural Comput. Appl., 2022

Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm.

Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Eva Tuba, Milan Tuba

J. Intell. Fuzzy Syst., 2022

Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification.

Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Amit Chhabra, Suresh Muthusamy

J. Comput. Biol., 2022

Artificial Flora Optimization Algorithm with Genetically Guided Operators for Feature Selection and Neural Network Training.

Nebojsa Bacanin, Timea Bezdan, Fadi M. Al-Turjman, Tarik A. Rashid

Int. J. Fuzzy Syst., 2022

2021

Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade.

Nebojsa Bacanin, Timea Bezdan, K. Venkatachalam, Fadi Al-Turjman

J. Real Time Image Process., 2021

Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm.

Nebojsa Bacanin, Timea Bezdan, K. Venkatachalam, Miodrag Zivkovic, Ivana Strumberger, Mohamed Abouhawwash, Abeer B. Ahmed

IEEE Access, 2021

Feature Selection in Machine Learning by Hybrid Sine Cosine Metaheuristics.

Nebojsa Bacanin, Aleksandar Petrovic, Miodrag Zivkovic, Timea Bezdan, Milos Antonijevic

Proceedings of the Advances in Computing and Data Sciences - 5th International Conference, 2021

Feature Selection by Firefly Algorithm with Improved Initialization Strategy.

Timea Bezdan, Dusan Cvetnic, Luka Gajic, Miodrag Zivkovic, Ivana Strumberger, Nebojsa Bacanin

Proceedings of the ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, 2021

2020

Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics.

Nebojsa Bacanin, Timea Bezdan, Eva Tuba, Ivana Strumberger, Milan Tuba

Algorithms, 2020

Image Clustering by Generative Adversarial Optimization and Advanced Clustering Criteria.

Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Timea Bezdan, Milan Tuba

Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Feed-Forward Neural Network Training by Hybrid Bat Algorithm.

Stefan Milosevic, Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Milan Tuba

Proceedings of the Modelling and Development of Intelligent Systems, 2020

Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm.

Miodrag Zivkovic, Nebojsa Bacanin, Eva Tuba, Ivana Strumberger, Timea Bezdan, Milan Tuba

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Dropout Probability Estimation in Convolutional Neural Networks by the Enhanced Bat Algorithm.

Nebojsa Bacanin, Eva Tuba, Timea Bezdan, Ivana Strumberger, Raka Jovanovic, Milan Tuba

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Classification and Feature Selection Method for Medical Datasets by Brain Storm Optimization Algorithm and Support Vector Machine.

Eva Tuba, Ivana Strumberger, Timea Bezdan, Nebojsa Bacanin, Milan Tuba

Proceedings of the 7th International Conference on Information Technology and Quantitative Management, 2019

Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing Environment.

Nebojsa Bacanin, Eva Tuba, Timea Bezdan, Ivana Strumberger, Milan Tuba

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019