Ivana Strumberger

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 51

Top Topics

Optimization Algorithm

Top Venues

Publications

Luka Jovanovic, Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, Bojan Jovanovic, Marija Bogicevic-Sretenovic, Ivana Strumberger
Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Marijana Pavlov-Kagadejev, Luka Jovanovic, Nebojsa Bacanin, Muhammet Deveci, Miodrag Zivkovic, Milan Tuba, Ivana Strumberger, Witold Pedrycz
Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting. Artif. Intell. Rev. 57 (3) (2024)
Timea Bezdan, Ivana Strumberger, Milan Tuba
Optimizing Machine Learning for Breast Cancer Detection by Hybrid Metaheuristic Approach. ISDFS (2024)
Luka Jovanovic, Dijana Jovanovic, Milos Antonijevic, Bosko Nikolic, Nebojsa Bacanin, Miodrag Zivkovic, Ivana Strumberger
Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning. J. Web Eng. 22 (3) (2023)
Ivana Strumberger, Miodrag Zivkovic, Venkat Ram Raj Thumiki, Aleksandar Djordjevic, Jelena Gajic, Nebojsa Bacanin
Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm. ICIST (2023)
Branislav Radomirovic, Vuk Jovanovic, Bosko Nikolic, Sasa Stojanovic, K. Venkatachalam, Miodrag Zivkovic, Angelina Njegus, Nebojsa Bacanin, Ivana Strumberger
Text Document Clustering Approach by Improved Sine Cosine Algorithm. Inf. Technol. Control. 52 (2) (2023)
Nebojsa Bacanin, Luka Jovanovic, Miodrag Zivkovic, Venkatachalam Kandasamy, Milos Antonijevic, Muhammet Deveci, Ivana Strumberger
Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks. Inf. Sci. 642 (2023)
Luka Jovanovic, Ivana Strumberger, Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, Petar Bisevac
Tuned long short-term memory model for Ethereum price forecasting via an arithmetic optimization algorithm. Int. J. Hybrid Intell. Syst. 19 (1) (2023)
Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Eva Tuba, Milan Tuba
Multi-objective task scheduling in cloud computing environment by hybridized bat algorithm. J. Intell. Fuzzy Syst. 42 (1) (2022)
Luka Jovanovic, Dijana Jovanovic, Milos Antonijevic, Miodrag Zivkovic, Nebojsa Budimirovic, Ivana Strumberger, Nebojsa Bacanin
The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection. SYNASC (2022)
G. R. Sreekanth, S. Ahmed Najat Ahmed, Marko Sarac, Ivana Strumberger, Nebojsa Bacanin, Miodrag Zivkovic
Mobile Fog Computing by Using SDN/NFV on 5G Edge Nodes. Comput. Syst. Sci. Eng. 41 (2) (2022)
Marko Sarac, Milos Mravik, Dijana Jovanovic, Ivana Strumberger, Miodrag Zivkovic, Nebojsa Bacanin
Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model. J. Electronic Imaging 32 (2) (2022)
Eva Tuba, Ivana Strumberger, Ira Tuba, Nebojsa Bacanin, Milan Tuba
Acute Lymphoblastic Leukemia Detection by Tuned Convolutional Neural Network. RADIOELEKTRONIKA (2022)
Nebojsa Bacanin, Aleksandar Petrovic, Milos Antonijevic, Miodrag Zivkovic, Marko Sarac, Eva Tuba, Ivana Strumberger
Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm. MDIS (2022)
Marko Stankovic, Nebojsa Bacanin, Miodrag Zivkovic, Dijana Jovanovic, Milos Antonijevic, Milos Bukmira, Ivana Strumberger
Feature Selection and Extreme Learning Machine Tuning by Hybrid Sand Cat Optimization Algorithm for Diabetes Classification. MDIS (2022)
R. S. Latha, Saravana Balaji B., Nebojsa Bacanin, Ivana Strumberger, Miodrag Zivkovic, Milos Kabiljo
Feature Selection Using Grey Wolf Optimization with Random Differential Grouping. Comput. Syst. Sci. Eng. 43 (1) (2022)
Nebojsa Bacanin, Timea Bezdan, K. Venkatachalam, Miodrag Zivkovic, Ivana Strumberger, Mohamed Abouhawwash, Abeer B. Ahmed
Artificial Neural Networks Hidden Unit and Weight Connection Optimization by Quasi-Refection-Based Learning Artificial Bee Colony Algorithm. IEEE Access 9 (2021)
Miodrag Zivkovic, Catalin Stoean, Aleksandar Petrovic, Nebojsa Bacanin, Ivana Strumberger, Tamara Zivkovic
A Novel Method for COVID-19 Pandemic Information Fake News Detection Based on the Arithmetic Optimization Algorithm. SYNASC (2021)
Timea Bezdan, Dusan Cvetnic, Luka Gajic, Miodrag Zivkovic, Ivana Strumberger, Nebojsa Bacanin
Feature Selection by Firefly Algorithm with Improved Initialization Strategy. ECBS (2021)
Ira Tuba, Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Milan Tuba
Performance Analysis of the Fireworks Algorithm Versions. ICSI (1) (2021)
Miodrag Zivkovic, Nebojsa Bacanin, Eva Tuba, Ivana Strumberger, Timea Bezdan, Milan Tuba
Wireless Sensor Networks Life Time Optimization Based on the Improved Firefly Algorithm. IWCMC (2020)
Nebojsa Bacanin, Timea Bezdan, Eva Tuba, Ivana Strumberger, Milan Tuba
Optimizing Convolutional Neural Network Hyperparameters by Enhanced Swarm Intelligence Metaheuristics. Algorithms 13 (3) (2020)
Saravana Ram Ram, M. Vinoth Kumar, Balambigai Subramanian, Nebojsa Bacanin, Miodrag Zivkovic, Ivana Strumberger
Speech enhancement through improvised conditional generative adversarial networks. Microprocess. Microsystems 79 (2020)
Stefan Milosevic, Timea Bezdan, Miodrag Zivkovic, Nebojsa Bacanin, Ivana Strumberger, Milan Tuba
Feed-Forward Neural Network Training by Hybrid Bat Algorithm. MDIS (2020)
Nebojsa Bacanin, Eva Tuba, Timea Bezdan, Ivana Strumberger, Raka Jovanovic, Milan Tuba
Dropout Probability Estimation in Convolutional Neural Networks by the Enhanced Bat Algorithm. IJCNN (2020)
Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Timea Bezdan, Milan Tuba
Image Clustering by Generative Adversarial Optimization and Advanced Clustering Criteria. ICSI (2020)
Nebojsa Bacanin, Eva Tuba, Timea Bezdan, Ivana Strumberger, Milan Tuba
Artificial Flora Optimization Algorithm for Task Scheduling in Cloud Computing Environment. IDEAL (1) (2019)
Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Dejan Zivkovic, Milan Tuba
Acute Lymphoblastic Leukemia Cell Detection in Microscopic Digital Images Based on Shape and Texture Features. ICSI (2) (2019)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Raka Jovanovic, Milan Tuba
Convolutional Neural Network Architecture Design by the Tree Growth Algorithm Framework. IJCNN (2019)
Ivana Strumberger, Miroslav Minovic, Milan Tuba, Nebojsa Bacanin
Performance of Elephant Herding Optimization and Tree Growth Algorithm Adapted for Node Localization in Wireless Sensor Networks. Sensors 19 (11) (2019)
Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Dejan Zivkovic, Milan Tuba
Brain Storm Optimization Algorithm for Thermal Image Fusion using DCT Coefficients. CEC (2019)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Milan Tuba
Dynamic Tree Growth Algorithm for Load Scheduling in Cloud Environments. CEC (2019)
Nebojsa Bacanin, Eva Tuba, Miodrag Zivkovic, Ivana Strumberger, Milan Tuba
Whale Optimization Algorithm with Exploratory Move for Wireless Sensor Networks Localization. HIS (2019)
Ivana Strumberger, Eva Tuba, Miodrag Zivkovic, Nebojsa Bacanin, Marko Beko, Milan Tuba
Dynamic Search Tree Growth Algorithm for Global Optimization. DoCEIS (2019)
Ivana Strumberger, Milan Tuba, Nebojsa Bacanin, Eva Tuba
Cloudlet Scheduling by Hybridized Monarch Butterfly Optimization Algorithm. J. Sens. Actuator Networks 8 (3) (2019)
Eva Tuba, Ivana Strumberger, Timea Bezdan, Nebojsa Bacanin, Milan Tuba
Classification and Feature Selection Method for Medical Datasets by Brain Storm Optimization Algorithm and Support Vector Machine. ITQM (2019)
Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Raka Jovanovic, Milan Tuba
Bare Bones Fireworks Algorithm for Feature Selection and SVM Optimization. CEC (2019)
Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Milan Tuba
Analysis of local binary pattern for emphysema classification in lung CT image. ECAI (2019)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Milan Tuba
Hybrid Elephant Herding Optimization Approach for Cloud Computing Load Scheduling. SEMCCO/FANCCO (2019)
Eva Tuba, Ivana Strumberger, Dejan Zivkovic, Nebojsa Bacanin, Milan Tuba
Rigid Image Registration by Bare Bones Fireworks Algorithm. ICMCS (2018)
Eva Tuba, Ivana Strumberger, Dejan Zivkovic, Nebojsa Bacanin, Milan Tuba
Mobile Robot Path Planning by Improved Brain Storm Optimization Algorithm. CEC (2018)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba
Modified and Hybridized Monarch Butterfly Algorithms for Multi-Objective Optimization. HIS (2018)
Eva Tuba, Ivana Strumberger, Ira Tuba, Nebojsa Bacanin, Milan Tuba
Water Cycle Algorithm for Solving Continuous P-Median Problem. SACI (2018)
Ivana Strumberger, Marko Beko, Milan Tuba, Miroslav Minovic, Nebojsa Bacanin
Elephant Herding Optimization Algorithm for Wireless Sensor Network Localization Problem. DoCEIS (2018)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba
Hybridized Artificial Bee Colony Algorithm for Constrained Portfolio Optimization Problem. CEC (2018)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba
Wireless Sensor Network Localization Problem by Hybridized Moth Search Algorithm. IWCMC (2018)
Eva Tuba, Ivana Strumberger, Nebojsa Bacanin, Milan Tuba
Bare Bones Fireworks Algorithm for Capacitated p-Median Problem. ICSI (1) (2018)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba
Modified Monarch Butterfly Optimization Algorithm for RFID Network Planning. ICMCS (2018)
Ivana Strumberger, Eva Tuba, Nebojsa Bacanin, Marko Beko, Milan Tuba
Bare Bones Fireworks Algorithm for the RFID Network Planning Problem. CEC (2018)
Ivana Strumberger, Nebojsa Bacanin, Milan Tuba
Enhanced firefly algorithm for constrained numerical optimization. CEC (2017)
Ivana Strumberger, Nebojsa Bacanin, Milan Tuba
Hybridized Elephant Herding Optimization Algorithm for Constrained Optimization. HIS (2017)
Nebojsa Bacanin, Milan Tuba, Ivana Strumberger
RFID Network Planning by ABC Algorithm Hybridized with Heuristic for Initial Number and Locations of Readers. UKSim (2015)