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Živković, Tamara


Results 1-20 of 88
Issue DateTitleAuthor(s)TypeМp-cat.
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
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
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
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
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
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
2026Tuning Echo State Networks with a Modified Elk Herd Optimizer for Improved Unemployment Rate Prediction, Chapter in LNNS Lecture Notes in Networks and Systems, SCIS 2025: Sustainable Computing and Intelligent Systems, Springer, volume 1929M. Al Mukhaini; T. Zivkovic  ; M. Zivkovic  ; S. Anetic; B. Radomirovic; C. Varsandán; L. Anicin; N. Bacanin  Book parts
Mp. category will be shown later
2026Cloud Log Analysis Utilizing BERT Preprocessing and XGBoost Model Optimized by Modified Beetle Antennae Search Algorithm, LNNS Lecture Notes in Networks and Systems: ICICC 2026: Innovative Computing and Communications, Springer, volume 2037S. Anetic; I. Kosta; N. Macek; M. Antonijevic  ; B. Radomirovic; T. Zivkovic  ; M. Zivkovic  ; N. Bacanin  Book parts
Mp. category will be shown later
2026Applying metaheuristic optimization for insider-threat detection using natural language processingT. Zivkovic  ; M. Zivkovic  ; L. Jovanovic ; V. Simic  ; B. Radomirovic; T. Mzili; V. Zeljkovic; N. Bacanin  Article
22M22
2026Metaheuristic-Driven Dual-Layer Model for Classifying Alzheimer's Disease StagesN. Bacanin  ; L. Anicin; S. Andjelic  ; M. Markovic Blagojevic  ; D. Bulaja; M. Zivkovic  ; T. Zivkovic  ; M. Antonijevic  Article
21M21
2026Cardiovascular Disease Risk Prediction Utilizing Two-Tier Classification Framework Optimized with Adapted Variable Neighborhood Search AlgorithmS. John Villoth; P. Dabic; T. Zivkovic  ; M. Zivkovic  ; S. Andjelic  ; M. Mravik  ; V. Simic; M. Abdel-Salam; N. Bacanin  Article
22M22
2026Forecasting Energy Production at Solar Substations Utilizing Gated Recurrent Units Models Tuned by Adapted Metaheuristics, Chapter in SIST Smart Innovation, Systems and Technologies: CRM 2025: Control, Robotics, and Mechatronics, Springer, volume 447A. Tahmouresi; L. Jovanovic ; S. Malisic; V. Simic; T. Zivkovic  ; M. Zivkovic  ; J. Gavrilovic  ; N. Bacanin  Book parts
Mp. category will be shown later
2026Optimizing XGBoost for Online Tweets Harassment Detection Using Word2Vec and Modified Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ICDSA 2025: Data Science and Applications, Springer, volume 1721D. Bulaja; B. Radomirovic; M. Tomic; V. Zeljkovic; T. Zivkovic  ; M. Zivkovic  ; L. Babic; N. Bacanin  Book parts
Mp. category will be shown later
2026Mental Disorder Classification via Modified Metaheuristic Optimized Machine Learning, Chapter in LNEE Lecture Notes in Electrical Engineering: PEIS 2025: Power Engineering and Intelligent Systems, Springer, volume 1459L. Babic; L. Jovanovic ; S. Kozakijevic; M. Zivkovic  ; T. Zivkovic  ; S. Andjelic; B. Radomirovic; N. Bacanin  Book parts
Mp. category will be shown later
2026Comparative evaluation of natural language processing approaches with particle swarm optimized LightGBM for anomaly detection in cloud system logsS. Djukanovic; S. Stojanovic; B. Nikolic  ; S. Anetic; T. Zivkovic  ; M. Zivkovic  ; V. Simic  ; N. Bacanin  Article
21M21
2026The CO Pollution Prediction with Recurrent Neural Networks Optimized by Modified Firefly AlgorithmN. Bačanin DŽakula  ; B. Radomirović; V. Željković; M. Antonijević  ; M. Živković  ; T. Živković  ; V. Gajić  ; M. Jo; V. Simić  Conference Paper
Mp. category will be shown later
2026Classification of Hospital Admission Utilizing CatBoost Tuned by Adapted Artificial Bee Colony Metaheuristics, Chapter in LNNS Lecture Notes in Networks and Systems: ICSISCET 2025: Artificial Intelligence and Sustainable Computing, Springer, volume 1938M. Varsandán; J. Petrovic; P. Dabic; T. Zivkovic  ; M. Zivkovic  ; B. Radomirovic; S. Janicijevic; N. Bacanin  Book parts
Mp. category will be shown later
2026Tuning XGBoost Model for Twitter Sexism Detection Utilizing Gensim and Modified Particle Swarm Optimization Algorithm, Chapter in LNEE Lecture Notes in Electrical Engineering: ICMEET 2025: Evolution in Signal Processing and Telecommunication Networks, Springer, volume 1601E. Jeremic Markovic; I. Kosta; Z. Krsmanovic; S. Anetic; M. Zivkovic  ; T. Zivkovic  ; B. Radomirovic; N. Bacanin  Book parts
Mp. category will be shown later