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Univerzitet Singidunum

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Mp-cat.:  M10/M40
Type:  Book parts

Results 1-20 of 438

The results include the works of researchers who are CURRENTLY employed at the displayed institution.

Issue DateTitleAuthor(s)TypeМp-cat.
2024Employing Tuned VMD-Based Long Short-Term Memory Neural Network for Household Power Consumption ForecastPetrovic, Sandra; Mizdrakovic, Vule  ; Kljajic, Maja  ; Jovanovic, Luka  ; Zivkovic, Miodrag  ; Nebojsa Bacanin  Book parts
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2024Performance Evaluation of Metaheuristics-Tuned Deep Neural Networks for HealthCare 4.0L. Jovanovic  ; S. Golubovic; N. Bacanin  ; G. Kunjadic; M. Antonijevic  ; M. Zivkovic  Book parts
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2024Investigating the Use of Generative Adversarial Networks for Cybersecurity Dataset Training Data Substitution, Chapter in LNNS Lecture Notes in Networks and Systems: INFUS 2024: Intelligent and Fuzzy Systems, Springer, volume 1089M. Zivkovic  ; A. Petrovic  ; M. Sarac  ; L. Jovanovic; M. Antonijevic  ; T. Zivkovic; N. Bacanin  Book parts
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2024Multivariate Bitcoin Price Prediction Based on Tuned Bidirectional Long Short-Term Memory Network and Enhanced Reptile Search AlgorithmI. Strumberger  ; M. Zivkovic  ; V. R. R. Thumiki; A. Djordjevic  ; J. Gajic  ; N. Bacanin  Book parts
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2024An interpretive reading of the parables of the Gospel of MatthewGeorgios Nektarios Lois  Book parts
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2024Optimizing SQL injection detection using BERT encoding and AdaBoost ClassificationM. Zivkovic  ; L. Jovanovic; M. Bukumira; M. Antonijevic  ; D. Mladenovic; M. Al Washahi; N. Bacanin  Book parts
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2024Gold Price Forecast Using Variational Mode Decomposition-Aided Long Short-Term Model Tuned by Modified Whale Optimization AlgorithmS. Golubovic; A. Petrovic  ; A. Bozovic; M. Antonijevic  ; M. Zivkovic  ; N. Bacanin  Book parts
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2024Decomposition Aided Bidirectional Long-Short-Term Memory Optimized by Hybrid Metaheuristic Applied for Wind Power ForecastingL.Jovanovic  ; K. Kumpf; N. Bacanin  ; M. Antonijevic  ; J. Mani; H. Shaker Jassim; M. Zivkovic  Book parts
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2024Machine Learning for Company Review Sentiment Analysis InterpretationKozakijevic, Stanislava  ; Jovanovic, Luka; Babic, Lepa; Kaljević, Jelena; Zivkovic, Miodrag  ; Bacanin, Nebojsa  Book parts
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2024A Two Layer Hybrid Approach for Parkinson’s Disease Detection Optimized via Modified Metaheuristic Algorithm, Chapter in ISEM Information Systems Engineering and Management: ICIACS 2024: Innovations and Advances in Cognitive Systems, Springer, volume 15K. Kumpf; S. Kozakijevic; L. Jovanovic; M. Cajic; M. Zivkovic  ; N. Bacanin  Book parts
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2024Using BERT with Modified Metaheuristic Optimized XGBoost for Phishing Email Identification, Chapter in ISEM Information Systems Engineering and Management: ICAIS 2024: International Conference on Artificial Intelligence and Smart Energy, Springer, volume 4M. Antonijevic  ; L. Jovanovic; N. Bacanin  ; M. Zivkovic  ; J. Kaljevic; T. ZivkovicBook parts
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2024Anomaly Detection in Electroencephalography Readings Using Long Short-Term Memory Tuned by Modified MetaheuristicToskovic, Ana  ; Kozakijevic, Stanislava  ; Jovanovic, Luka  ; Zivkovic, Miodrag  ; Bacanin, Nebojsa  ; Antonijevic, Milos  Book parts
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2024Flood Prediction Based on Recurrent Neural Network Time Series Classification Boosted by Modified Metaheuristic OptimizationMarkovic, Igor; Krzanovic, Jovana; Jovanovic, Luka  ; Toskovic, Ana  ; Bacanin, Nebojsa  ; Petrovic, Aleksandar  ; Zivkovic, Miodrag  Book parts
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2024Natural Language Processing and AdaBoost Optimized by Modified Metaheuristic for Online Harassment Detection, Chapter in ISEM Information Systems Engineering and Management: ICIACS 2024: Innovations and Advances in Cognitive Systems, Springer, volume 16L. Jovanovic; N. Bacanin  ; B. Radomirovic; M. Zivkovic  ; A. Njegus  ; M. Antonijevic  Book parts
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2024Efekti tranzicije na blagostanje i nejednakost u zemljama bivše SFRJFilipović, Sanja  Book parts
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2024Marine Vessel Trajectory Forecasting Using Long Short-Term Memory Neural Networks Optimized via Modified Metaheuristic AlgorithmToskovic, Ana  ; Petrovic, Aleksandar  ; Jovanovic, Luka  ; Bacanin, Nebojsa  ; Zivkovic, Miodrag  ; Dobrojevic, Milos  Book parts
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2024Efficient spam email classification logistic regression model trained by modified social network search algorithmB. Radomirovic; A. Petrovic  ; M. Zivkovic  ; A. Njegus  ; N. Budimirovic; N. Bacanin  Book parts
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2024Generative Adversarial Networks for Synthetic Training Data Replacement in Phishing Email Detection Using Natural Language Processing, Chapter in AIS Algorithms for Intelligent Systems: ICSMDI 2024: International Conference on Smart Data Intelligence, SpringerL. Jovanovic; N. Bacanin  ; R. Ravikumar; M. Antonijevic  ; G. Radic; M. Zivkovic  Book parts
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2024The eXtreme Gradient Boosting Method Optimized by Hybridized Sine Cosine Metaheuristics for Ship Vessel ClassificationM. Bukumira; M. Zivkovic  ; M. Antonijevic  ; L. Jovanovic  ; N. Bacanin  ; T. ZivkovicBook parts
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2024Speeding Classification by a Deep Learning Audio Analysis System Optimized by the Reptile Search AlgorithmT. Dogandzic; A. Petrovic  ; L. Jovanovic  ; N. Bacanin  ; A. Jovanovic; M. Zivkovic  Book parts
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Results 1-20 of 438