Prikaz radova autora "Miodrag Živković"

XGBoost Design by Multi-verse Optimiser: An Application for Network Intrusion Detection

Autori: Milan Tair, Nebojša Bačanin Džakula, Miodrag Živković, K. Venkatachalam, Ivana Štrumberger

Časopis: Chapter in LNDECT Lecture Notes on Data Engineering and Communications Technologies

Konferencija: ICMCSI 2022: Mobile Computing and Sustainable Informatics, Springer

Skup: ICMCSI 2022: Mobile Computing and Sustainable Informatics

DOI: 10.1007/978-981-19-2069-1_1

Plant Classification Using Firefly Algorithm and Support Vector Machine

Autori: Mina Milovanović, Aleksandar Petrović, Hothefa Shaker Jassim, Ivana Štrumberger, Miodrag Živković

Izdanje: Sinteza 2022 - International Scientific Conference on Information Technology and Data Related Research

DOI: 10.15308/Sinteza-2022-443-448

Multi-Swarm Algorithm for Extreme Learning Machine Optimization

Autori: Nebojša Bačanin Džakula, Catalin Stoean, Miodrag Živković, Dijana Jovanovic, Miloš Antonijević, Djordje Mladenovic

Časopis: Sensors

DOI: 10.3390/s22114204

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

Arithmetic Optimization Algorithm for Spam Detection

Autori: Luka Jovanović, Bushra Al Barwani, Esraa Al Maani, Miodrag Živković, Nebojša Bačanin Džakula

Izdanje: Sinteza 2022 - International Scientific Conference on Information Technology and Data Related Research

DOI: 10.15308/Sinteza-2022-406-413

Novel hybrid firefly algorithm: an application to enhance XGBoost tuning for intrusion detection classification

Autori: Miodrag Živković, Milan Tair, K. Venkatachalam, Nebojša Bačanin Džakula, Stepan Hubálovský, Pavel Trojovský

Časopis: PeerJ Computer Science

DOI: 10.7717/peerj-cs.956

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

Feature Selection Using Grey Wolf Optimization with Random Differential Grouping

Autori: R. S. Latha, B. Saravana Balaji, Nebojša Bačanin Džakula, Ivana Štrumberger, Miodrag Živković, Miloš Kabiljo

Časopis: Computer Systems Science and Engineering

DOI: 10.32604/csse.2022.020487

Programski jezici

Autori: Miodrag Živković, Nebojša Bačanin Džakula, Eva Tuba

ISBN: 978-86-7912-698-6

Broj strana: 439

Izdavač: Univerzitet Singidunum

Novel Improved Salp Swarm Algorithm: An Application for Feature Selection

Autori: Miodrag Živković, Catalin Stoean, Amit Chhabra, Nebojsa Budimirovic, Aleksandar Petrović, Nebojša Bačanin Džakula

Časopis: Sensors

DOI: 10.3390/s22051711

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

COVID-19 Severity Prediction Using Enhanced Whale with Salp Swarm Feature Classification

Autori: Nebojsa Budimirovic, E. Prabhu, Miloš Antonijević, Miodrag Živković, Nebojša Bačanin Džakula, Ivana Štrumberger, K. Venkatachalam

Časopis: CMC - Computers, Materials & Continua

DOI: 10.32604/cmc.2022.023418

A Chaotic Oppositional Whale Optimisation Algorithm with Firefly Search for Medical Diagnostics

Autori: Milan Tair, Nebojša Bačanin Džakula, Miodrag Živković, K. Venkatachalam

Časopis: CMC - Computers, Materials & Continua

DOI: 10.32604/cmc.2022.024989

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

Protecting Data Mobility in Cloud Networks Using Metadata Security

Autori: R. Punithavathi, M. Kowsigan, R. Shanthakumari, Miodrag Živković, Nebojša Bačanin Džakula, Marko Šarac

Časopis: Computer Systems Science and Engineering

DOI: 10.32604/csse.2022.020486

Mobile Fog Computing by Using SDN/NFV on 5G Edge Nodes

Autori: G. R. Sreekanth, S. Ahmed Najat Ahmed, Marko Šarac, Ivana Štrumberger, Nebojša Bačanin Džakula, Miodrag Živković

Časopis: Computer Systems Science and Engineering

DOI: 10.32604/csse.2022.020534

Hybrid GLFIL Enhancement and Encoder Animal Migration Classification for Breast Cancer Detection

Autori: S. Prakash, M. Vinoth Kumar, R. Saravana Ram, Miodrag Živković, Nebojša Bačanin Džakula, Miloš Antonijević

Časopis: Computer Systems Science and Engineering

DOI: 10.32604/csse.2022.020533

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