Prikaz radova autora "Timea Bezdan"

Klasterovanje tekstualnih dokumenata poboljšanom hibridnom metodom metaheuristike I algoritmom nenadgledanog mašinskog učenja

Kandidat: Timea Bezdan

Mentor: Prof. Nebojša Bačanin-Džakula, PhD

Institucija: Univerzitet Singidunum, Beograd, Beograd, Srbija, 2024

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

Autori: Nebojša Bačanin Džakula, Miloš Antonijević, Timea Bezdan, Miodrag Živković, K. Venkatachalam, Sharaf Malebary

Časopis: Cluster Computing

DOI: 10.1007/s10586-022-03609-z

Hybridized sine cosine algorithm with convolutional neural networks dropout regularization application

Autori: Nebojša Bačanin Džakula, Miodrag Živković, Fadi Al-Turjman, K. Venkatachalam, Pavel Trojovský, Ivana Štrumberger, Timea Bezdan

Časopis: Scientific Reports

DOI: 10.1038/s41598-022-09744-2

Modified firefly algorithm for workflow scheduling in cloud-edge environment

Autori: Nebojša Bačanin Džakula, Miodrag Živković, Timea Bezdan, K. Venkatachalam, Mohamed Abouhawwash

Časopis: Neural Computing and Applications

DOI: 10.1007/s00521-022-06925-y

Training Multi-Layer Perceptron with Enhanced Brain Storm Optimization Metaheuristics

Autori: Nebojša Bačanin Džakula, Khaled Alhazmi, Miodrag Živković, K. Venkatachalam, Timea Bezdan, Jamel Nebhen

Časopis: CMC-Computers, Materials & Continua

DOI: 10.32604/cmc.2022.020449

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

Autori: Timea Bezdan, Miodrag Živković, Nebojša Bačanin Džakula, Ivana Štrumberger, Eva Tuba, Milan Tuba

Časopis: Journal of Intelligent & Fuzzy Systems

DOI: 10.3233/JIFS-219200

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

Autori: Nebojša Bačanin Džakula, Timea Bezdan, K. Venkatachalam, Miodrag Živković, Ivana Štrumberger, Mohamed Abouhawwash, Abeer Ahmed

Časopis: IEEE Access

DOI: 10.1109/ACCESS.2021.3135201

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

Autori: Nebojša Bačanin Džakula, Ruxandra Stoean, Miodrag Živković, Aleksandar Petrović, Tarik A. Rashid, Timea Bezdan

Časopis: Mathematics

DOI: 10.3390/math9212705

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

Autori: Timea Bezdan, Catalin Stoean, Ahmed Al Naamany, Nebojša Bačanin Džakula, Tarik A. Rashid, Miodrag Živković, K. Venkatachalam

Časopis: Mathematics

DOI: 10.3390/math9161929

Multi-Layer Perceptron Training by Genetic Algorithms

Autori: Luka Gajić, Dušan Cvetnić, Timea Bezdan, Miodrag Živković, Nebojša Bačanin Džakula

Izdanje: International Scientific Conference on Information Technology and Data Related Research

DOI: 10.15308/Sinteza-2020-301-306

Convolutional Neural Network Layers and Architectures

Autori: Timea Bezdan, Nebojša Bačanin Džakula

Izdanje: International Scientific Conference on Information Technology and Data Related Research

DOI: 10.15308/Sinteza-2019-445-451