Timea Bezdan

Best Publications

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

  Unknown

  182
  Citations

• Performance of a Novel Chaotic Firefly Algorithm with Enhanced Exploration for Tackling Global Optimization Problems: Application for Dropout Regularization

  Nebojsa Bacanin;Ruxandra Stoean;Miodrag Zivkovic;Aleksandar Petrovic

  172
  Citations

• Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics

  Nebojsa Bacanin;Timea Bezdan;Eva Tuba;Ivana Strumberger

  141
  Citations

• Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application

  Unknown

  129
  Citations

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

  Miodrag Zivkovic;Nebojsa Bacanin;Eva Tuba;Ivana Strumberger

  125
  Citations

• Task Scheduling in Cloud Computing Environment by Grey Wolf Optimizer

  Nebojsa Bacanin;Timea Bezdan;Eva Tuba;Ivana Strumberger

  120
  Citations

• Hybrid Fruit-Fly Optimization Algorithm with K-Means for Text Document Clustering

  Timea Bezdan;Catalin Stoean;Ahmed Al Naamany;Nebojsa Bacanin

  118
  Citations

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

  Unknown

  114
  Citations

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

  Timea Bezdan;Miodrag Zivkovic;Nebojsa Bacanin;Ivana Strumberger

  113
  Citations

• Glioma Brain Tumor Grade Classification from MRI Using Convolutional Neural Networks Designed by Modified FA

  Timea Bezdan;Miodrag Zivkovic;Eva Tuba;Ivana Strumberger

  94
  Citations

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

  Unknown

  92
  Citations

• Convolutional Neural Network Layers and Architectures

  Unknown

  89
  Citations

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

  Unknown

  81
  Citations

• 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

  78
  Citations

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

  Unknown

  76
  Citations

• Multi-objective Task Scheduling in Cloud Computing Environment by Hybridized Bat Algorithm

  Timea Bezdan;Miodrag Zivkovic;Eva Tuba;Ivana Strumberger

  71
  Citations

• Optimizing Convolutional Neural Network by Hybridized Elephant Herding Optimization Algorithm for Magnetic Resonance Image Classification of Glioma Brain Tumor Grade

  Timea Bezdan;Stefan Milosevic;Venkatachalam K;Miodrag Zivkovic

  68
  Citations

• 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

  67
  Citations

• Monarch Butterfly Optimization Based Convolutional Neural Network Design

  Nebojsa Bacanin;Timea Bezdan;Eva Tuba;Ivana Strumberger

  63
  Citations

• Enhanced Flower Pollination Algorithm for Task Scheduling in Cloud Computing Environment

  Timea Bezdan;Miodrag Zivkovic;Milos Antonijevic;Tamara Zivkovic

  62
  Citations