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

Nebojša Bačanin, Ruxandra Stoean, Miodrag Živković, +3

Mathematics

Artificial IntelligenceConvolutional Neural NetworkGlobal Optimization ProblemsEngineeringMachine Learning +20

Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics

Nebojša Bačanin, Timea Bezdan, Eva Tuba, +2

Algorithms

Artificial IntelligenceSearch OptimizationConvolutional Neural NetworkEngineeringMachine Learning +18

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

Miodrag Živković, Nebojša Bačanin, Eva Tuba, +3

Cluster ComputingTopology ControlEngineeringWireless Sensor SystemFirefly Algorithm +10

Modified firefly algorithm for workflow scheduling in cloud-edge environment

Nebojša Bačanin, Miodrag Živković, Timea Bezdan, +2

Neural Computing and Applications

Cluster ComputingModified Firefly AlgorithmWorkflow ExecutionEngineeringEdge Computing +7

Task Scheduling in Cloud Computing Environment by Grey Wolf Optimizer

Nebojša Bačanin, Timea Bezdan, Eva Tuba, +3

Cluster ComputingEngineeringNp Hard OptimizationCloud Resource ManagementOperations Research +17

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

Timea Bezdan, Cătălin Stoean, Ahmed Al Naamany, +4

Mathematics

EngineeringLarge VolumeUnsupervised Machine LearningText MiningOptimization-based Data Mining +16

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

Timea Bezdan, Miodrag Živković, Nebojša Bačanin, +3

Journal of Intelligent & Fuzzy Systems

Cluster ComputingMulti-objective Task SchedulingEngineeringHybridized Bat AlgorithmCloud Resource Management +14

Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application

Nebojša Bačanin, Miodrag Živković, Fadi Al‐Turjman, +4

Scientific Reports

Convolutional Neural Network Layers and Architectures

Timea Bezdan, Nebojša Bačanin Džakula

Convolutional Neural NetworkEngineeringMachine LearningIntelligent SystemsMedical Robotics +18

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

Nebojša Bačanin, Timea Bezdan, K. Venkatachalam, +1

Journal of Real-Time Image Processing

Neuro-oncologyConvolutional Neural NetworkEngineeringDeep LearningCellular Neural Network +7