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Luka Jovanović

Singidunum University

31H-index
211Paper Count
2.7KCitation Count
Published Papers 27
Publication Date
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Exploring the applicability of decision trees and deep neural networks optimized by metaheuristics for predictive maintenance in milling
errThe Journal of Supercomputing
IF0
err2025-11-27
err0
PREAI
errAleksandra Bozovic; Luka Jovanovic; Milos Dobrojevic; Milos Antonijevic; Nebojsa Bacanin; Eleonora Desnica; Vladimir Simic; Miodrag Zivkovic
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A two-layer TinyML approach aided by metaheuristics optimization for leveraging agriculture 4.0 and plant disease classification
errApplied Soft Computing
IF6.6
err2025-11-10
err0
PREAI
errVesna Radojcic; Nebojsa Bacanin; Luka Jovanovic; Milos Dobrojevic; Vladimir Simic; Dragan Pamucar; Miodrag Zivkovic; Jelena Kaljevic
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A multivariate methodology combining recurrent neural networks with the modified variable neighborhood search algorithm for unemployment forecasting
errApplied Soft Computing
IF6.6
err2025-11-04
err0
PREAI
errLepa Babic; Luka Jovanovic; Jelena Cadjenovic; Mahmoud Mohamed Elsayed; Mohamed Hammad; Miodrag Zivkovic; Vladimir Simic; Nebojsa Bacanin
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errSave
Attention augmented recurrent architectures for solar energy production forecasting
errApplied Soft Computing
IF6.6
err2025-10-27
err0
PREAI
errVladimir Markovic; Luka Jovanovic; Miodrag Zivkovic; Branislav Radomirovic; Angelina Njegus; Mahmoud Abdel-Salam; Vladimir Simic; Nebojsa Bacanin
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errSave
Addressing smart city security: machine and deep learning methodology combining feature selection and two-tier cooperative framework tuned by metaheuristics
errCluster Computing
IF0
err2025-09-11
err0
PREAI
errMiodrag Zivkovic; Luka Jovanovic; Vladimir Jocovic; Bosko Nikolic; Vico Zeljkovic; Mahmoud Abdel-Salam; Milos Mravik; Suresh Muthusamy; Nebojsa Bacanin
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Exploring artificial intelligence potential in solar energy production forecasting: Methodology based on modified PSO optimized attention augmented recurrent networks
errsustainable computing informatics systems
IF0
err2025-08-07
err0
PREAI
errLuka Jovanovic; Nebojsa Bacanin; Aleksandar Petrovic; Miodrag Zivkovic; Milos Antonijevic; Vuk Gajic; Mahmoud Mohamed Elsayed; Mohamed Abouhawwash
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Two-tier deep and machine learning approach optimized by adaptive multi-population firefly algorithm for software defects prediction
errNEUROCOMPUTING
IF6.5
err2025-05-01
err0
PREAI
errVilloth, John Philipose; Zivkovic, Miodrag; Zivkovic, Tamara; Abdel-salam, Mahmoud; Hammad, Mohamed; Jovanovic, Luka; Simic, Vladimir; Bacanin, Nebojsa
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errSave
Parkinsons Detection from Gait Time Series Classification Using Modified Metaheuristic Optimized Long Short Term Memory
errNEURAL PROCESSING LETTERS
IF2.8
err2025-02-07
err0
errOAAI
errMarkovic, Filip; Jovanovic, Luka; Spalevic, Petar; Kaljevic, Jelena; Zivkovic, Miodrag; Simic, Vladimir; Shaker, Hotefa; Bacanin, Nebojsa
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Intrusion detection in metaverse environment internet of things systems by metaheuristics tuned two level framework
errSCIENTIFIC REPORTS
IF3.9
err2025-01-28
err3
errOAAI
errAntonijevic, Milos; Zivkovic, Miodrag; Jovicic, Milica Djuric; Nikolic, Bosko; Perisic, Jasmina; Milovanovic, Marina; Jovanovic, Luka; Abdel-Salam, Mahmoud; Bacanin, Nebojsa
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Particle swarm optimization tuned multi-headed long short-term memory networks approach for fuel prices forecasting
errJOURNAL OF NETWORK AND COMPUTER APPLICATIONS
IF8
err2025-01-01
err1
PREAI
errJovanovic, Andjela; Jovanovic, Luka; Zivkovic, Miodrag; Bacanin, Nebojsa; Simic, Vladimir; Pamucar, Dragan; Antonijevic, Milos
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errSave
Cloud spot instance price forecasting multi-headed models tuned using modified PSO
errJOURNAL OF KING SAUD UNIVERSITY SCIENCE
IF3.6
err2024-12-01
err2
errOAAI
errSalb, Mohamed; Jovanovic, Luka; Elsadai, Ali; Bacanin, Nebojsa; Simic, Vladimir; Pamucar, Dragan; Zivkovic, Miodrag
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Performance evaluation of metaheuristics-tuned recurrent networks with VMD decomposition for Amazon sales prediction
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2024-11-25
err3
PREAI
errJovanovic, Andjela; Bacanin, Nebojsa; Jovanovic, Luka; Damasevicius, Robertas; Antonijevic, Milos; Zivkovic, Miodrag; Kaljevic, Jelena; Dobrojevic, Milos
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Sentiment classification for insider threat identification using metaheuristic optimized machine learning classifiers
errSCIENTIFIC REPORTS
IF3.9
err2024-10-28
err4
errOAAI
errMladenovic, Djordje; Antonijevic, Milos; Jovanovic, Luka; Simic, Vladimir; Zivkovic, Miodrag; Bacanin, Nebojsa; Zivkovic, Tamara; Perisic, Jasmina
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errSave
Intrusion detection using metaheuristic optimization within IoT/IIoT systems and software of autonomous vehicles
errSCIENTIFIC REPORTS
IF3.9
err2024-10-02
err6
errOAAI
errDakic, Pavle; Zivkovic, Miodrag; Jovanovic, Luka; Bacanin, Nebojsa; Antonijevic, Milos; Kaljevic, Jelena; Simic, Vladimir
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errSave
Forecasting bitcoin: Decomposition aided long short-term memory based time series and its with values
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-09-01
err9
errOAAI
errMizdrakovic, Vule; Kljajic, Maja; Zivkovic, Miodrag; Bacanin, Nebojsa; Jovanovic, Luka; Deveci, Muhammet; Pedrycz, Witold
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Optimizing long-short term memory neural networks for electroencephalogram anomaly detection using variable neighborhood search with dynamic strategy change
errCOMPLEX & INTELLIGENT SYSTEMS
IF4.6
err2024-08-10
err1
errOAAI
errRadomirovic, Branislav; Bacanin, Nebojsa; Jovanovic, Luka; Simic, Vladimir; Njegus, Angelinu; Pamucar, Dragan; Koeppen, Mario; Zivkovic, Miodrag
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Detecting Parkinson's disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics
errPEERJ COMPUTER SCIENCE
IF2.5
err2024-05-13
err7
errOAAI
errJovanovic, Luka; Damasevicius, Robertas; Matic, Rade; Kabiljo, Milos; Simic, Vladimir; Kunjadic, Goran; Antonijevic, Milos; Zivkovic, Miodrag; Bacanin, Nebojsa
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Tuning attention based long-short term memory neural networks for Parkinson's disease detection using modified metaheuristics
errSCIENTIFIC REPORTS
IF3.9
err2024-02-21
err14
errOAAI
errCuk, Aleksa; Bezdan, Timea; Jovanovic, Luka; Antonijevic, Milos; Stankovic, Milos; Simic, Vladimir; Zivkovic, Miodrag; Bacanin, Nebojsa
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Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation
errPEERJ COMPUTER SCIENCE
IF2.5
err2024-01-18
err8
errOAAI
errDamasevicius, Robertas; Jovanovic, Luka; Petrovic, Aleksandar; Zivkovic, Miodrag; Bacanin, Nebojsa; Jovanovic, Dejan; Antonijevic, Milos
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errSave
Identifying and Understanding Student Dropouts Using Metaheuristic Optimized Classifiers and Explainable Artificial Intelligence Techniques
errIEEE ACCESS
IF3.6
err2024-01-01
err4
errOAAI
errGoran, Radic; Jovanovic, Luka; Bacanin, Nebojsa; Stankovic, Milos S.; Simic, Vladimir; Antonijevic, Milos; Zivkovic, Miodrag
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Research Directions

No research directions
Co-authors
Cooperation Journals
W
Witold Pedrycz
H-index: 130 · Papers: 3.1K
D
Dragan Pamučar
H-index: 80 · Papers: 785
R
Robertas Damaševičius
H-index: 79 · Papers: 771
M
Muhammet Deveci
H-index: 65 · Papers: 480
N
Nebojša Bačanin
H-index: 61 · Papers: 536
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