Researchers
Štrumberger, Ivana
Results 1-20 of 125
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 2025 | Machine Learning in the Service of Mental Health Management: Optimization Metaheuristics for Improving Disorder Classification | Lepa Babić   ; Stanislava Kozakijević ; Luka Jovanović ; Branislav Radomirović; Ivana Štrumberger ; Milos Antonijević ; Ninoslava Janković; Smiljana Tedić | Article | Mp. category will be shown later |
| 2025 | Forecasting Domestic Solar Power Production via Recurrent Networks Tuned by a Modified Metaheuristic | Strumberger, Ivana ; Jovanovic, Luka ; Petrovic, Aleksandar ; Gavrilovic, Jelena ; Bezdan, Timea ; Tuba, Eva | Conference Paper | Mp. category will be shown later |
| 2024 | Optimizing Machine Learning for Breast Cancer Detection by Hybrid Metaheuristic Approach | T. Bezdan ; I. Strumberger ; M. Tuba | Conference Paper | Mp. category will be shown later |
| 2024 | Long short-term memory tuning by enhanced Harris hawks optimization algorithm for crude oil price forecasting | L. Jovanovic ; M. Antonijevic ; M. Zivkovic ; M. Dobrojevic ; M. Salb; I. Strumberger ; N. Bacanin | Article | Mp. category will be shown later |
| 2024 | Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting | Pavlov-Kagadejev, Marijana ; Jovanovic, Luka ; Bacanin, Nebojsa ; Deveci, Muhammet; Zivkovic, Miodrag ; Tuba, Milan ; Strumberger, Ivana ; Pedrycz, Witold | Article | 21a+M21a+ |
| 2024 | Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search Algorithm | I. Strumberger ; M. Zivkovic ; V. R. R. Thumiki; A. Djordjevic ; J. Gajic ; N. Bacanin | Book parts | Mp. category will be shown later |
| 2023 | Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection | N. Bacanin ; M. Zivkovic ; M. Antonijevic ; K. Venkatachalam; J. Lee; Y. Nam; M. Marjanovic ; I. Strumberger ; M. Abouhawwash | Article | 21M21 |
| 2023 | Intrusion Detection by XGBoost Model Tuned by Improved Social Network Search Algorithm | N. Bacanin ; A. Petrovic ; M. Antonijevic ; M. Zivkovic ; M. Sarac ; E. Tuba ; I. Strumberger | Book parts | Mp. category will be shown later |
| 2023 | Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing PAHs Environmental Fate | G. Jovanovic ; M. Perisic ; N. Bacanin ; M. Zivkovic ; S. Stanisic ; I. Strumberger ; F. Alimpic ; A. Stojic | Article | 21M21 |
| 2023 | Intrusion Detection by XGBoost Model Tuned by Improved Multi-verse Optimizer | A. Petrovic ; M. Antonijevic ; I. Stumberger ; N. Budimirovic; N. Savanovic ; S. Janicijevic | Book parts | Mp. category will be shown later |
| 2023 | Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks | N. Bacanin ; L. Jovanovic ; M. Zivkovic ; K. Venkatachalam; M. Antonijevic ; M. Deveci; I. Strumberger | Article | 21a+M21a+ |
| 2023 | Optimizing Long Short-Term Memory by Improved Teacher Learning-Based Optimization for Ethereum Price Forecasting | M. Milicevic; L. Jovanovic; N. Bacanin ; M. Zivkovic ; D. Jovanovic; M. Antonijevic ; N. Savanovic ; I. Strumberger | Book parts | Mp. category will be shown later |
| 2023 | Metaheuristic Optimized Extreme Gradient Boosting for Solar Flare Prediction | Luka Jovanovic ; M. Zivkovic ; N. Budimirovic ; A. Petrovic ; I. Strumberger ; N. Bacanin | Conference Paper | Mp. category will be shown later |
| 2023 | Bi-Directional Long Short-Term Memory Optimization by Improved Teaching-Learning Based Algorithm for Univariate Gold Price Forecasting | M. Stankovic ; N. Bacanin ; N. Budimirovic ; M. Zivkovic ; M. Sarac ; I. Strumberger | Conference Paper | Mp. category will be shown later |
| 2023 | Tuned long short-term memory model for Ethereum price forecasting via an arithmetic optimization algorithm | L. Jovanovic; I. Strumberger ; N. Bacanin ; M. Zivkovic ; M. Antonijevic ; P. Bisevac | Article | Mp. category will be shown later |
| 2023 | Oil Price Prediction Approach Using Long Short-Term Memory Network Tuned by Improved Seagull Optimization Algorithm | L. Jovanovic; N. Bacanin ; A. Jovancai ; D. Jovanovic; D. Singh; M. Antonijevic ; M. Zivkovic ; I. Strumberger | Book parts | Mp. category will be shown later |
| 2023 | The XGBoost Approach Tuned by TLB Metaheuristics for Fraud Detection | A. Petrovic ; M. Antonijevic ; I. Strumberger ; L. Jovanovic; N. Savanovic ; S. Janicijevic | Book parts | Mp. category will be shown later |
| 2023 | Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0 | L. Jovanovic ; N. Bacanin ; M. Zivkovic ; M. Antonijevic ; B. Jovanovic ; M. Bogicevic Sretenovic ; I. Strumberger | Article | 21M21 |
| 2023 | Comparison of YOLO architectures for face mask detection in images | L. Jovanovic ; N. Bacanin ; M. Zivkovic ; J. Mani; I. Strumberger ; M. Antonijevic | Conference Paper | Mp. category will be shown later |
| 2023 | Text Document Clustering Approach by Improved Sine Cosine Algorithm | B. Radomirovic; V. Jovanovic; B. Nikolic ; S. Stojanovic; K. Venkatachalam; M. Zivkovic ; A. Njegus ; N. Bacanin ; I. Strumberger | Article | 22M22 |