Ivana Strumberger

Ivana Strumberger

Univerzitet Singidunum

H-index: 32

Europe-Serbia

About Ivana Strumberger

Ivana Strumberger, With an exceptional h-index of 32 and a recent h-index of 31 (since 2020), a distinguished researcher at Univerzitet Singidunum, specializes in the field of Artificial Intelligence, Swarm Intelligence, Optimization Metaheuristics, Computer Networks, Wireless Sensor Networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

Long short-term memory tuning by enhanced Harris hawks optimization algorithm for crude oil price forecasting

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

Machine learning tuning by diversity oriented firefly metaheuristics for industry 4.0

Training Logistic Regression Model by Hybridized Multi-verse Optimizer for Spam Email Classification

Improving phishing website detection using a hybrid two-level framework for feature selection and xgboost tuning

Metaheuristic Optimized Extreme Gradient Boosting for Solar Flare Prediction

Intrusion Detection by XGBoost Model Tuned by Improved Multi-verse Optimizer

Bi-Directional Long Short-Term Memory Optimization by Improved Teaching-Learning Based Algorithm for Univariate Gold Price Forecasting

Ivana Strumberger Information

University

Position

Assistant Professor Department of Informatics and Computing

Citations(all)

3228

Citations(since 2020)

3159

Cited By

639

hIndex(all)

32

hIndex(since 2020)

31

i10Index(all)

69

i10Index(since 2020)

68

Email

University Profile Page

Univerzitet Singidunum

Google Scholar

View Google Scholar Profile

Ivana Strumberger Skills & Research Interests

Artificial Intelligence

Swarm Intelligence

Optimization Metaheuristics

Computer Networks

Wireless Sensor Networks

Top articles of Ivana Strumberger

Title

Journal

Author(s)

Publication Date

Long short-term memory tuning by enhanced Harris hawks optimization algorithm for crude oil price forecasting

Luka Jovanovic

Milos Antonijevic

Miodrag Zivkovic

Milos Dobrojevic

Mohamed Salb

...

2024/2/28

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

Artificial Intelligence Review

Marijana Pavlov-Kagadejev

Luka Jovanovic

Nebojsa Bacanin

Muhammet Deveci

Miodrag Zivkovic

...

2024/2/12

Machine learning tuning by diversity oriented firefly metaheuristics for industry 4.0

Expert Systems

Luka Jovanovic

Nebojsa Bacanin

Miodrag Zivkovic

Milos Antonijevic

Bojan Jovanovic

...

2024/2

Training Logistic Regression Model by Hybridized Multi-verse Optimizer for Spam Email Classification

Miodrag Zivkovic

Aleksandar Petrovic

Nebojsa Bacanin

Marko Djuric

Ana Vesic

...

2023/2/7

Improving phishing website detection using a hybrid two-level framework for feature selection and xgboost tuning

Journal of Web Engineering

Luka Jovanovic

Dijana Jovanovic

Milos Antonijevic

Bosko Nikolic

Nebojsa Bacanin

...

2023/5

Metaheuristic Optimized Extreme Gradient Boosting for Solar Flare Prediction

Luka Jovanovic

Miodrag Zivkovic

Nebojsa Budimirovic

Aleksandar Petrovic

Ivana Strumberger

...

2023/10/25

Intrusion Detection by XGBoost Model Tuned by Improved Multi-verse Optimizer

Nebojsa Bacanin

Aleksandar Petrovic

Milos Antonijevic

Miodrag Zivkovic

Marko Sarac

...

2022/10/28

Bi-Directional Long Short-Term Memory Optimization by Improved Teaching-Learning Based Algorithm for Univariate Gold Price Forecasting

Marko Stankovic

Nebojsa Bacanin

Nebojsa Budimirovic

Miodrag Zivkovic

Marko Sarac

...

2023/4/26

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

...

2023/10/12

The xgboost approach tuned by tlb metaheuristics for fraud detection

Proceedings of the 1st international conference on innovation in information technology and business (ICIITB 2022)

Aleksandar Petrovic

Milos Antonijevic

Ivana Strumberger

Luka Jovanovic

Nikola Savanovic

...

2023/1/30

Potential of coupling metaheuristics-optimized-XGBoost and SHAP in revealing PAHs environmental fate

Toxics

Gordana Jovanovic

Mirjana Perisic

Nebojsa Bacanin

Miodrag Zivkovic

Svetlana Stanisic

...

2023/4/21

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

Information Sciences

Nebojsa Bacanin

Luka Jovanovic

Miodrag Zivkovic

Venkatachalam Kandasamy

Milos Antonijevic

...

2023/9/1

Tuning xgboost by planet optimization algorithm: An application for diabetes classification

Luka Jovanovic

Marko Djuric

Miodrag Zivkovic

Dijana Jovanovic

Ivana Strumberger

...

2023/3/15

Text document clustering approach by improved sine cosine algorithm

Information Technology and Control

Branislav Radomirović

Vuk Jovanović

Bosko Nikolić

Sasa Stojanović

K Venkatachalam

...

2023/7/15

Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection

Complex & Intelligent Systems

Nebojsa Bacanin

Miodrag Zivkovic

Milos Antonijevic

K Venkatachalam

Jinseok Lee

...

2023/12

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

Journal of Electronic Imaging

Marko Sarac

Milos Mravik

Dijana Jovanovic

Ivana Strumberger

Miodrag Zivkovic

...

2023/3/1

Optimizing long short-term memory by improved teacher learning-based optimization for ethereum price forecasting

Marija Milicevic

Luka Jovanovic

Nebojsa Bacanin

Miodrag Zivkovic

Dejan Jovanovic

...

2023/5/27

Comparison of YOLO architectures for face mask detection in images

Luka Jovanovic

Nebojsa Bacanin

Miodrag Zivkovic

Joseph Mani

Ivana Strumberger

...

2023/10/25

Firefly-xgboost approach for pedestrian detection

Aleksandar Petrovic

Ivana Strumberger

Milos Antonijevic

Dijana Jovanovic

Djordje Mladenovic

...

2022/5/25

A novel multiswarm firefly algorithm: An application for plant classification

Nebojsa Bacanin

Miodrag Zivkovic

Marko Sarac

Aleksandar Petrovic

Ivana Strumberger

...

2022/7/5

See List of Professors in Ivana Strumberger University(Univerzitet Singidunum)