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Timea Bezdan

Observed name: Bezdan, Timea
Observed institution: Singidunum University
ORCID: 0000-0001-6938-6974
Observed ORCID: 0000-0001-6938-6974
OpenAlex ID: A5016475110
Performance of a Novel Chaotic Firefly Algorithm with Enhanced Exploration for Tackling Global Optimization Problems: Application for Dropout Regularization
2021 · Nebojsa Bacanin, Ruxandra Stoean, et al. · Mathematics · 182
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Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics
2020 · Nebojsa Bacanin, Timea Bezdan, et al. · Algorithms · 161
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Modified firefly algorithm for workflow scheduling in cloud-edge environment
2022 · Nebojsa Bacanin, Miodrag Zivkovic, et al. · Neural Computing and Applications · 158
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Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm
2020 · Miodrag Zivkovic, Nebojsa Bacanin, et al. · International Wireless Communications and Mobile Computing Conference (IWCMC) · 158
Task Scheduling in Cloud Computing Environment by Grey Wolf Optimizer
2019 · Nebojsa Bacanin, Timea Bezdan, et al. · Telecommunications Forum (TELFOR) · 143
Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm
2021 · Timea Bezdan, Miodrag Zivkovic, et al. · Journal of Intelligent & Fuzzy Systems · 139
Hybrid Fruit-Fly Optimization Algorithm with K-Means for Text Document Clustering
2021 · Timea Bezdan, Catalin Stoean, et al. · Mathematics · 131
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Glioma Brain Tumor Grade Classification from MRI Using Convolutional Neural Networks Designed by Modified FA
2020 · Timea Bezdan, Miodrag Zivkovic, et al. · Advances in intelligent systems and computing · 125
Convolutional Neural Network Layers and Architectures
2019 · Timea Bezdan, Nebojša Bačanin Džakula · International Scientific Conference Sinteza · 117
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Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application
2022 · Nebojsa Bacanin, Miodrag Zivkovic, et al. · Scientific Reports · 107
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Optimized convolutional neural network by firefly algorithm for magnetic resonance image classification of glioma brain tumor grade
2021 · Nebojsa Bacanin, Timea Bezdan, et al. · Journal of Real-Time Image Processing · 95
Multi-objective Task Scheduling in Cloud Computing Environment by Hybridized Bat Algorithm
2020 · Timea Bezdan, Miodrag Zivkovic, et al. · Advances in intelligent systems and computing · 85
Optimizing Convolutional Neural Network by Hybridized Elephant Herding Optimization Algorithm for Magnetic Resonance Image Classification of Glioma Brain Tumor Grade
2021 · Timea Bezdan, Stefan Milosevic, et al. · Zooming Innovation in Consumer Technologies Conference (ZINC) · 82
Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm
2021 · Nebojsa Bacanin, Timea Bezdan, et al. · IEEE Access · 81
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Enhanced Flower Pollination Algorithm for Task Scheduling in Cloud Computing Environment
2020 · Timea Bezdan, Miodrag Zivkovic, et al. · Lecture notes in networks and systems · 75
Monarch Butterfly Optimization Based Convolutional Neural Network Design
2020 · Nebojsa Bacanin, Timea Bezdan, et al. · Mathematics · 75
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Classification and Feature Selection Method for Medical Datasets by Brain Storm Optimization Algorithm and Support Vector Machine
2019 · Eva Tuba, Ivana Strumberger, et al. · Procedia Computer Science · 73
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Energy efficient offloading mechanism using particle swarm optimization in 5G enabled edge nodes
2022 · Nebojsa Bacanin, Milos Antonijevic, et al. · Cluster Computing · 71
Improved Harris Hawks Optimization Algorithm for Workflow Scheduling Challenge in Cloud–Edge Environment
2021 · Miodrag Zivkovic, Timea Bezdan, et al. · Lecture notes on data engineering and communications technologies · 69
Multi-layer Perceptron Training Using Hybridized Bat Algorithm
2021 · Luka Gajic, Dusan Cvetnic, et al. · Advances in intelligent systems and computing · 66
Feature Selection by Firefly Algorithm with Improved Initialization Strategy
2021 · Timea Bezdan, Dusan Cvetnic, et al. · 65
Feed-Forward Neural Network Training by Hybrid Bat Algorithm
2021 · Stefan Milosevic, Timea Bezdan, et al. · Communications in computer and information science · 65
Tuning attention based long-short term memory neural networks for Parkinson’s disease detection using modified metaheuristics
2024 · Aleksa Cuk, Timea Bezdan, et al. · Scientific Reports · 64
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Feature Selection by Hybrid Brain Storm Optimization Algorithm for COVID-19 Classification
2022 · Timea Bezdan, Miodrag Zivkovic, et al. · Journal of Computational Biology · 64
Training Multi-Layer Perceptron with Enhanced Brain Storm Optimization Metaheuristics
2021 · Nebojsa Bacanin, Khaled Alhazmi, et al. · Computers, materials & continua/Computers, materials & continua (Print) · 64
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Works count: 74
Citation count: 3,112
H-index: 32
I10-index: 44
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