Ivana Strumberger

54 papers A 1B 11C 3Misc 3Journal 17Unranked 19

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