Researchers

eNauka >  Researchers >  Živković, Tamara

Živković, Tamara


Results 21-40 of 88
Issue DateTitleAuthor(s)TypeМp-cat.
2026Intrusion Detection Systems in IoT Networks by LightGBM Optimized with Altered Firefly Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICCCT 2025: International Conference on Communication and Computational Technologies, Springer, volume 1674N. Jankovic; T. Zivkovic  ; V. Markovic; B. Radomirovic; M. Zivkovic  ; L. Jovanovic ; N. Bacanin  Book parts
Mp. category will be shown later
2026Cloud System Logs Analysis Utilizing BERT and AdaBoost Tuned With Modified Sinh Cosh Optimizer, Chapter in LNNS Lecture Notes in Networks and Systems: SCIS 2025: Sustainable Computing and Intelligent Systems, Springer, volume 1928N. Bacanin  ; S. Anetic; T. Zivkovic  ; V. Thomas; M. Zivkovic  ; B. Radomirovic; V. Zeljkovic; L. AnicinBook parts
Mp. category will be shown later
2026An Optimized XGBoost Approach for Racism Detection in Twitter Comments Employing Gensim and Modified Variable Neighborhood Search, LNNS Lecture Notes in Networks and Systems: ICDPN 2025: Data Processing and Networking, Springer, volume 2025J. Maricic; D. Cvetkovic; M. Grubjesic; T. Zivkovic  ; M. Zivkovic  ; L. Anicin; S. Anetic; N. Bacanin  Book parts
Mp. category will be shown later
2026Metaheuristic optimization of ML for software testing defect prediction: a systematic review and critical analysis of methods, datasets, and research gapsT. Zivkovic  ; M. Zivkovic  Article
22M22
2026Metaheuristics Applied to Recurrent Neural Network Optimization in Photovoltaic Production Forecasting, Chapter in LNNS Lecture Notes in Networks and Systems: CML 2025: Computing and Machine Learning, Springer, volume 1613M. Antonijevic  ; L. Jovanovic ; M. Zivkovic  ; S. Andjelic; T. Zivkovic  ; S. Malisic; D. Kavitha; N. Bacanin  Book parts
Mp. category will be shown later
2026Alzheimer Stages Classification Using Convolutional Neural Networks Optimized by Modified Chimp Optimization Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICCI 2025: International Conference on Computational Intelligence, Springer, volume 2062M. Djordjevic; A. Kravtsov; D. Cvetkovic; M. Grubjesic; L. Anicin; T. Zivkovic  ; M. Zivkovic  ; N. Bacanin  Book parts
Mp. category will be shown later
2026Cardiovascular Diseases Risk Prediction Using XGBoost Classifier Optimized by Adapted Firefly Algorithm, chapter in LNNS Lecture Notes in Networks and Systems: ICAIN 2025: International Conference on Artificial Intelligence and Networks, Springer, volume 1930P. Dabic; J. Petrovic; T. Zivkovic  ; M. Zivkovic  ; B. Radomirovic; S. Anetic; I. Kosta; V. Zeljkovic; N. Bacanin  Book parts
Mp. category will be shown later
2026Metaheuristic-driven dual-layer model for classifying Alzheimer's disease stagesAnicin, Luka; Andjelic, Svetlana; Markovic-Blagojevic, Marija; Bulaja, Dejan; Zivkovic, Miodrag; Zivkovic, Tamara  ; Antonijevic, Milos  ; Bacanin, Nebojsa  Article
21M21
2026Classification of Hospital Admission Utilizing CatBoost Tuned by Adapted Artificial Bee Colony MetaheuristicsVarsandan, Milica ; Petrovic, Jovan  ; Dabic, Petar  ; Zivkovic, Tamara  ; Zivkovic, Miodrag  ; Radomirovic, Branislav; Janicijevic, Stefana ; Bacanin, Nebojsa  Book parts
Mp. category will be shown later
2026Cardiovascular Conditions Risk Assessment Utilizing SMOTE Preprocessing XGBoost Optimized by Modified Firefly AlgorithmBacanin, Nebojsa  ; Petrovic, Jovan  ; Dabic, Petar  ; Zivkovic, Tamara  ; Zivkovic, Miodrag  ; Radomirovic, Branislav; Kosta, Ivan; Anicin, LukaBook parts
Mp. category will be shown later
2026Cardiovascular Conditions Risk Assessment Utilizing SMOTE Preprocessing XGBoost Optimized by Modified Firefly Algorithm, Chapter in LNNS Lecture Notes in Networks and Systems: ICDPN 2025: Data Processing and Networking, Springer, volume 1934N. Bacanin  ; J. Petrovic; P. Dabic; T. Zivkovic  ; M. Zivkovic  ; B. Radomirovic; I. Kosta; L. AnicinBook parts
Mp. category will be shown later
2025Optimizing Categorical Boosting Using Modified Metaheuristic for Review Sentiment Analysis, Chapter in SST Studies in Smart Technologies: ICIVC 2024: Intelligent Vision and Computing, SpringerS. Kozakijevic; L. Jovanovic ; S. Jovanovic; T. Zivkovic  ; S. Malisic; M. Zivkovic  ; N. Bacanin  Book parts
Mp. category will be shown later
2025Combining Generative Adversarial Networks with Modified Metaheuristic-Optimized Classifiers for Internet of Things SecurityA. Petrovic  ; L. Jovanovic ; T. Zivkovic  ; V. Zeljkovic; M. Zivkovic  ; N. Bacanin  Conference Paper
Mp. category will be shown later
2025The IoT System Intrusion Detection with CatBoost Tuned by Modified Chimp Optimization Algorithm, Chapter in SIST Smart Innovation, Systems and Technologies: CSCT 2024: Congress on Smart Computing Technologies, Springer, volume 121S. Ivanovic; M. Antonijevic  ; J. Perisic  ; L. Jovanovic ; T. Zivkovic  ; M. Zivkovic  ; N. Bacanin  Book parts
Mp. category will be shown later
2025Review of Metaheuristic Approaches for Boosting Model OptimizationM. Grubješić; M. Živković  ; T. Živković  ; N. Bačanin Džakula  Conference Paper
Mp. category will be shown later
2025Two-tier deep and machine learning approach optimized by adaptive multi-population firefly algorithm for software defects predictionJ. Philipose Villoth; M. Zivkovic  ; T. Zivkovic  ; M. Abdel-Salam; M. Hammad; L. Jovanovic ; V. Simic  ; N. Bacanin  Article
21M21
2025LSTM Hyperparameter Tuning via Modified Metaheuristics: An Application in Renewable Energy ForecastingZivkovic, Tamara  ; Jovanovic, Luka ; Zivkovic, Miodrag  ; Markovic Blagojevic, Marija  ; Tomic, Mirjana; Petrovic, Aleksandar  ; Bacanin, Nebojsa  Book parts
Mp. category will be shown later
2025YOLOv8 Model Architecture Selection for Human Fall Detection, Chapter in LNNS Lecture Notes in Networks and Systems: ICDAM 2024: International Conference on Data Analytics & Management, Springer, volume 1301T. Zivkovic  ; M. Zivkovic  ; L. Jovanovic ; J. Kaljevic  ; M. Dobrojevic  ; N. Bacanin  Book parts
Mp. category will be shown later
2025Tuning XGBoost for Twitter Racism Classification Using Word2Vec and Adapted Botox Optimization AlgorithmV. Zeljkovic; D. Bulaja; M. Sarac  ; M. Pavkovic  ; L. Babic  ; M. Zivkovic  ; T. Zivkovic  ; N. Bacanin  Conference Paper
Mp. category will be shown later
2025Benzene Pollution Forecasting by Recurrent Neural Networks Tuned with Adapted Elk Heard OptimizerD. Bulaja; T. Zivkovic  ; M. Pavkovic  ; V. Zeljkovic; N. Jovic; B. Radomirovic; M. Zivkovic  ; N. Bacanin  Article
Mp. category will be shown later