Prikaz radova autora "Ivana Štrumberger"

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

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

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

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

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

Klaud računarstvo

Autori: Ivana Štrumberger, Nebojša Bačanin Džakula

ISBN: 978-86-7912-772-3

Broj strana: 526

Izdavač: Univerzitet Singidunum

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

Nature-Inspired Approaches in Software Testing Optimization

Autori: Miodrag Živković, Tamara Živković, Nebojša Bačanin Džakula, Ivana Štrumberger

Izdanje: Sinteza 2021 - International Scientific Conference on Information Technology and Data Related Research

DOI: 10.15308/Sinteza-2021-28-33

COVID-19 cases prediction by using hybrid machine learning and beetle antennae search approach

Autori: Miodrag Živković, Nebojša Bačanin Džakula, K. Venkatachalam, Anand Nayyar, Aleksandar Đorđević, Ivana Štrumberger, Fadi Al-Turjman

Časopis: Sustainable Cities and Society

DOI: 10.1016/j.scs.2020.102669

Speed control and quantum vibration reduction of Brushless DC Motor using FPGA based Dynamic Power Containment Technique

Autori: Saravanan Subramanian, Ram Mohan, Sathish Kumar Shanmugam, Nebojša Bačanin Džakula, Miodrag Živković, Ivana Štrumberger

Časopis: Journal of Ambient Intelligence and Humanized Computing

DOI: 10.1007/s12652-021-02969-5

Unapreðenje rasporeðivanja poslova i balansiranja opterecenja u Klaud okruženju primenom metaheuristika inteligencije rojeva

Kandidat: Ivana Štrumberger

Mentor: Milan Tuba

Institucija: Univerzitet Singidunum, Beograd, Beograd, Srbija, 2019

Acute Lymphoblastic Leukemia Cell Detection in Microscopic Digital Images Based on Shape and Texture Features, Chapter in Lecture Notes in Computer Science: Swarm Intelligence (ICSI’2019)

Autori: Eva Tuba, Ivana Štrumberger, Nebojša Bačanin Džakula, Dejan Živković, Milan Tuba

Skup: Lecture Notes in Computer Science: Swarm Intelligence (ICSI’2019)

DOI: 10.1007/978-3-030-26354-6_14

Hybridized Particle Swarm Optimization for Constrained Problems

Autori: Nebojša Bačanin Džakula, Ivana Štrumberger, Eva Tuba, Milan Tuba

Izdanje: Proceedings of The International Scientific Conference on Information Technology and Data Related Research Sinteza 2019

DOI: 10.15308/Sinteza-2019-17-25

Klaud računarstvo

Autori: Nebojša Bačanin Džakula, Ivana Štrumberger

ISBN: 978-86-7912-681-8

Broj strana: 391

Izdavač: Univerzitet Singidunum, Beograd