Ivana Strumberger

According to our database, Ivana Strumberger authored at least 50 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting.

Marijana Pavlov-Kagadejev, Luka Jovanovic, Nebojsa Bacanin, Muhammet Deveci, Miodrag Zivkovic, Milan Tuba, Ivana Strumberger, Witold Pedrycz

Artif. Intell. Rev., March, 2024

2023

Text Document Clustering Approach by Improved Sine Cosine Algorithm.

Branislav Radomirovic, Vuk Jovanovic, Bosko Nikolic, Sasa Stojanovic, K. Venkatachalam, Miodrag Zivkovic, Angelina Njegus, Nebojsa Bacanin, Ivana Strumberger

Inf. Technol. Control., July, 2023

Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning.

Luka Jovanovic, Dijana Jovanovic, Milos Antonijevic, Bosko Nikolic, Nebojsa Bacanin, Miodrag Zivkovic, Ivana Strumberger

J. Web Eng., 2023

Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks.

Nebojsa Bacanin, Luka Jovanovic, Miodrag Zivkovic, Venkatachalam Kandasamy, Milos Antonijevic, Muhammet Deveci, Ivana Strumberger

Inf. Sci., 2023

Tuned long short-term memory model for Ethereum price forecasting via an arithmetic optimization algorithm.

Luka Jovanovic, Ivana Strumberger, Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, Petar Bisevac

Int. J. Hybrid Intell. Syst., 2023

Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm.

Ivana Strumberger, Miodrag Zivkovic, Venkat Ram Raj Thumiki, Aleksandar Djordjevic, Jelena Gajic, Nebojsa Bacanin

Proceedings of the Information and Software Technologies - 29th International Conference, 2023

2022

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

Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Eva Tuba, Milan Tuba

J. Intell. Fuzzy Syst., 2022

Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model.

Marko Sarac, Milos Mravik, Dijana Jovanovic, Ivana Strumberger, Miodrag Zivkovic, Nebojsa Bacanin

J. Electronic Imaging, 2022

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

G. R. Sreekanth, S. Ahmed Najat Ahmed, Marko Sarac, Ivana Strumberger, Nebojsa Bacanin, Miodrag Zivkovic

Comput. Syst. Sci. Eng., 2022

Feature Selection Using Grey Wolf Optimization with Random Differential Grouping.

R. S. Latha, Saravana Balaji B., Nebojsa Bacanin, Ivana Strumberger, Miodrag Zivkovic, Milos Kabiljo

Comput. Syst. Sci. Eng., 2022

The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection.

Luka Jovanovic, Dijana Jovanovic, Milos Antonijevic, Miodrag Zivkovic, Nebojsa Budimirovic, Ivana Strumberger, Nebojsa Bacanin

Proceedings of the 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2022

Acute Lymphoblastic Leukemia Detection by Tuned Convolutional Neural Network.

Eva Tuba, Ivana Strumberger, Ira Tuba, Nebojsa Bacanin, Milan Tuba

Proceedings of the 32nd International Conference Radioelektronika, 2022

Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes Classification.

Marko Stankovic, Nebojsa Bacanin, Miodrag Zivkovic, Dijana Jovanovic, Milos Antonijevic, Milos Bukmira, Ivana Strumberger

Proceedings of the Modelling and Development of Intelligent Systems, 2022

Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm.

Nebojsa Bacanin, Aleksandar Petrovic, Milos Antonijevic, Miodrag Zivkovic, Marko Sarac, Eva Tuba, Ivana Strumberger

Proceedings of the Modelling and Development of Intelligent Systems, 2022

2021

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

Nebojsa Bacanin, Timea Bezdan, K. Venkatachalam, Miodrag Zivkovic, Ivana Strumberger, Mohamed Abouhawwash, Abeer B. Ahmed

IEEE Access, 2021

A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm.

Miodrag Zivkovic, Catalin Stoean, Aleksandar Petrovic, Nebojsa Bacanin, Ivana Strumberger, Tamara Zivkovic

Proceedings of the 23rd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2021

Performance Analysis of the Fireworks Algorithm Versions.

Ira Tuba, Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Milan Tuba

Proceedings of the Advances in Swarm Intelligence - 12th International Conference, 2021

Feature Selection by Firefly Algorithm with Improved Initialization Strategy.

Timea Bezdan, Dusan Cvetnic, Luka Gajic, Miodrag Zivkovic, Ivana Strumberger, Nebojsa Bacanin

Proceedings of the ECBS 2021: 7th Conference on the Engineering of Computer Based Systems, 2021

2020

Speech enhancement through improvised conditional generative adversarial networks.

Saravana Ram Ram, M. Vinoth Kumar, Balambigai Subramanian, Nebojsa Bacanin, Miodrag Zivkovic, Ivana Strumberger

Microprocess. Microsystems, 2020

Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics.

Nebojsa Bacanin, Timea Bezdan, Eva Tuba, Ivana Strumberger, Milan Tuba

Algorithms, 2020

Image Clustering by Generative Adversarial Optimization and Advanced Clustering Criteria.

Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Timea Bezdan, Milan Tuba

Proceedings of the Advances in Swarm Intelligence - 11th International Conference, 2020

Feed-Forward Neural Network Training by Hybrid Bat Algorithm.

Stefan Milosevic, Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Milan Tuba

Proceedings of the Modelling and Development of Intelligent Systems, 2020

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

Miodrag Zivkovic, Nebojsa Bacanin, Eva Tuba, Ivana Strumberger, Timea Bezdan, Milan Tuba

Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Dropout Probability Estimation in Convolutional Neural Networks by the Enhanced Bat Algorithm.

Nebojsa Bacanin, Eva Tuba, Timea Bezdan, Ivana Strumberger, Raka Jovanovic, Milan Tuba

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Performance of Elephant Herding Optimization and Tree Growth Algorithm Adapted for Node Localization in Wireless Sensor Networks.

Ivana Strumberger, Miroslav Minovic, Milan Tuba, Nebojsa Bacanin

Sensors, 2019

Cloudlet Scheduling by Hybridized Monarch Butterfly Optimization Algorithm.

Ivana Strumberger, Milan Tuba, Nebojsa Bacanin, Eva Tuba

J. Sens. Actuator Networks, 2019

Acute Lymphoblastic Leukemia Cell Detection in Microscopic Digital Images Based on Shape and Texture Features.

Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Dejan Zivkovic, Milan Tuba

Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019

Hybrid Elephant Herding Optimization Approach for Cloud Computing Load Scheduling.

Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Milan Tuba

Proceedings of the Swarm, Evolutionary, and Memetic Computing and Fuzzy and Neural Computing, 2019

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, Milan Tuba

Proceedings of the 7th International Conference on Information Technology and Quantitative Management, 2019

Convolutional Neural Network Architecture Design by the Tree Growth Algorithm Framework.

Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Raka Jovanovic, Milan Tuba

Proceedings of the International Joint Conference on Neural Networks, 2019

Dynamic Search Tree Growth Algorithm for Global Optimization.

Ivana Strumberger, Eva Tuba, Miodrag Zivkovic, Nebojsa Bacanin, Marko Beko, Milan Tuba

Proceedings of the Technological Innovation for Industry and Service Systems, 2019

Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing Environment.

Nebojsa Bacanin, Eva Tuba, Timea Bezdan, Ivana Strumberger, Milan Tuba

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2019, 2019

Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization.

Nebojsa Bacanin, Eva Tuba, Miodrag Zivkovic, Ivana Strumberger, Milan Tuba

Proceedings of the Hybrid Intelligent Systems, 2019

Analysis of local binary pattern for emphysema classification in lung CT image.

Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Milan Tuba

Proceedings of the 11th International Conference on Electronics, 2019

Brain Storm Optimization Algorithm for Thermal Image Fusion using DCT Coefficients.

Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Dejan Zivkovic, Milan Tuba

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Bare Bones Fireworks Algorithm for Feature Selection and SVM Optimization.

Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Raka Jovanovic, Milan Tuba

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

Dynamic Tree Growth Algorithm for Load Scheduling in Cloud Environments.

Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Milan Tuba

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Bare Bones Fireworks Algorithm for Capacitated p-Median Problem.

Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Milan Tuba

Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018

Water Cycle Algorithm for Solving Continuous P-Median Problem.

Eva Tuba, Ivana Strumberger, Ira Tuba, Nebojsa Bacanin, Milan Tuba

Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018

Wireless Sensor Network Localization Problem by Hybridized Moth Search Algorithm.

Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba

Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Elephant Herding Optimization Algorithm for Wireless Sensor Network Localization Problem.

Ivana Strumberger, Marko Beko, Milan Tuba, Miroslav Minovic, Nebojsa Bacanin

Proceedings of the Technological Innovation for Resilient Systems, 2018

Rigid Image Registration by Bare Bones Fireworks Algorithm.

Eva Tuba, Ivana Strumberger, Dejan Zivkovic, Nebojsa Bacanin, Milan Tuba

Proceedings of the 6th International Conference on Multimedia Computing and Systems, 2018

Modified Monarch Butterfly Optimization Algorithm for RFID Network Planning.

Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba

Proceedings of the 6th International Conference on Multimedia Computing and Systems, 2018

Modified and Hybridized Monarch Butterfly Algorithms for Multi-Objective Optimization.

Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba

Proceedings of the Hybrid Intelligent Systems, 2018

Mobile Robot Path Planning by Improved Brain Storm Optimization Algorithm.

Eva Tuba, Ivana Strumberger, Dejan Zivkovic, Nebojsa Bacanin, Milan Tuba

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Bare Bones Fireworks Algorithm for the RFID Network Planning Problem.

Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

Hybridized Artificial Bee Colony Algorithm for Constrained Portfolio Optimization Problem.

Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

Hybridized Elephant Herding Optimization Algorithm for Constrained Optimization.

Ivana Strumberger, Nebojsa Bacanin, Milan Tuba

Proceedings of the Hybrid Intelligent Systems, 2017

Enhanced firefly algorithm for constrained numerical optimization.

Ivana Strumberger, Nebojsa Bacanin, Milan Tuba

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2015

RFID Network Planning by ABC Algorithm Hybridized with Heuristic for Initial Number and Locations of Readers.

Nebojsa Bacanin, Milan Tuba, Ivana Strumberger

Proceedings of the UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, 2015