Luka Jovanovic

45 papers Misc 4Journal 38Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A multivariate methodology combining recurrent neural networks with the modified variable neighborhood search algorithm for unemployment forecasting. Appl. Soft Comput. Lepa Babic, Luka Jovanovic, Jelena Cadjenovic, Mahmoud Mohamed Elsayed, Mohamed Hammad, Miodrag Zivkovic, Vladimir Simic, Nebojsa Bacanin
2026	J	`jnl`	A two-layer TinyML approach aided by metaheuristics optimization for leveraging agriculture 4.0 and plant disease classification. Appl. Soft Comput. Vesna Radojcic, Nebojsa Bacanin, Luka Jovanovic, Milos Dobrojevic, Vladimir Simic, Dragan Pamucar, Miodrag Zivkovic, Jelena Kaljevic
2026	J	`jnl`	Applying metaheuristic optimization for insider-threat detection using natural language processing. Int. J. Data Sci. Anal. Tamara Zivkovic, Miodrag Zivkovic, Luka Jovanovic, Vladimir Simic, Branislav Radomirovic, Toufik Mzili, Vico Zeljkovic, Nebojsa Bacanin
2026	J	`jnl`	Attention augmented recurrent architectures for solar energy production forecasting. Appl. Soft Comput. Vladimir Markovic, Luka Jovanovic, Miodrag Zivkovic, Branislav Radomirovic, Angelina Njegus, Mahmoud Abdel-Salam, Vladimir Simic, Nebojsa Bacanin
2026	J	`jnl`	Classifying birds of South America via audio analysis using convolutional networks and boosting models optimized by metaheuristics. Iran J. Comput. Sci. Tea Dogandzic, Miodrag Zivkovic, Luka Jovanovic, Jasmina Perisic, Marina Milovanovic, Milos Antonijevic, Mohamed Hammad, Nebojsa Bacanin
2025	J	`jnl`	Addressing smart city security: machine and deep learning methodology combining feature selection and two-tier cooperative framework tuned by metaheuristics. Clust. Comput. Miodrag Zivkovic, Luka Jovanovic, Vladimir Jocovic, Bosko Nikolic, Vico Zeljkovic, Mahmoud Abdel-Salam, Milos Mravik, Suresh Muthusamy, Nebojsa Bacanin
2025	J	`jnl`	Detecting Harassment in User Comments: Two-Tier Machine Learning and Metaheuristics Approach with Natural Language Processing. SN Comput. Sci. Mihailo Todorovic, Stanislava Kozakijevic, Luka Jovanovic, Lepa Babic, Milos Antonijevic, Vico Zeljkovic, Miodrag Zivkovic, Nebojsa Bacanin
2025	J	`jnl`	Exploring artificial intelligence potential in solar energy production forecasting: Methodology based on modified PSO optimized attention augmented recurrent networks. Sustain. Comput. Informatics Syst. Luka Jovanovic, Nebojsa Bacanin, Aleksandar Petrovic, Miodrag Zivkovic, Milos Antonijevic, Vuk Gajic, Mahmoud Mohamed Elsayed, Mohamed Abouhawwash
2025	J	`jnl`	Exploring the applicability of decision trees and deep neural networks optimized by metaheuristics for predictive maintenance in milling. J. Supercomput. Aleksandra Bozovic, Luka Jovanovic, Milos Dobrojevic, Milos Antonijevic, Nebojsa Bacanin, Eleonora Desnica, Vladimir Simic, Miodrag Zivkovic
2025	—	`conf`	Optimizing Echo-State Networks for Unemployment Forecasting Using a Modified Metaheuristic. ICIST Aleksandar Petrovic, Luka Jovanovic, Tamara Zivkovic, Miodrag Zivkovic, Branislav Radomirovic, Vico Zeljkovic, Mirjana Tomic, Nebojsa Bacanin
2025	J	`jnl`	Parkinsons Detection from Gait Time Series Classification Using Modified Metaheuristic Optimized Long Short Term Memory. Neural Process. Lett. Filip Markovic, Luka Jovanovic, Petar C. Spalevic, Jelena Kaljevic, Miodrag Zivkovic, Vladimir Simic, Hotefa Shaker, Nebojsa Bacanin
2025	J	`jnl`	Particle swarm optimization tuned multi-headed long short-term memory networks approach for fuel prices forecasting. J. Netw. Comput. Appl. Andjela Jovanovic, Luka Jovanovic, Miodrag Zivkovic, Nebojsa Bacanin, Vladimir Simic, Dragan Pamucar, Milos Antonijevic
2025	J	`jnl`	Performance evaluation of metaheuristics-tuned recurrent networks with VMD decomposition for Amazon sales prediction. Int. J. Data Sci. Anal. Andjela Jovanovic, Nebojsa Bacanin, Luka Jovanovic, Robertas Damasevicius, Milos Antonijevic, Miodrag Zivkovic, Jelena Kaljevic, Milos Dobrojevic
2025	J	`jnl`	Towards sustainable societies: Convolutional neural networks optimized by modified crayfish optimization algorithm aided by AdaBoost and XGBoost for waste classification tasks. Appl. Soft Comput. Ana Tasic, Luka Jovanovic, Nebojsa Bacanin, Miodrag Zivkovic, Vladimir Simic, Miroslav Popovic, Milos Antonijevic
2025	J	`jnl`	Two-tier deep and machine learning approach optimized by adaptive multi-population firefly algorithm for software defects prediction. Neurocomputing John Philipose Villoth, Miodrag Zivkovic, Tamara Zivkovic, Mahmoud Abdel-Salam, Mohamed Hammad, Luka Jovanovic, Vladimir Simic, Nebojsa Bacanin
2024	—	`conf`	Adaboost Optimized by Sinh Cosh Algorithm for Prediction of Software Defects. ISPR (2) Saramma John Villoth, John Philipose Villoth, Tamara Zivkovic, Miodrag Zivkovic, Luka Jovanovic, Nebojsa Bacanin, Joseph Mani
2024	J	`jnl`	Anomaly detection in electrocardiogram signals using metaheuristic optimized time-series classification with attention incorporated models. Int. J. Hybrid Intell. Syst. Aleksandar Petrovic, Luka Jovanovic, K. Venkatachalam, Miodrag Zivkovic, Nebojsa Bacanin, Nebojsa Budimirovic
2024	J	`jnl`	Audio analysis speeding detection techniques based on metaheuristic-optimized machine learning models. Eng. Appl. Artif. Intell. Luka Jovanovic, Nebojsa Bacanin, Vladimir Simic, Dragan Pamucar, Miodrag Zivkovic
2024	J	`jnl`	Audio analysis with convolutional neural networks and boosting algorithms tuned by metaheuristics for respiratory condition classification. J. King Saud Univ. Comput. Inf. Sci. Safet Purkovic, Luka Jovanovic, Miodrag Zivkovic, Milos Antonijevic, Edin Dolicanin, Eva Tuba, Milan Tuba, Nebojsa Bacanin, Petar C. Spalevic
2024	—	`conf`	Augmentation and Substitution of Medical Training Data with Generative Adversarial Networks for Machine Learning. MDIS Branislav Radomirovic, Luka Jovanovic, Nebojsa Budimirovic, Miodrag Zivkovic, Nebojsa Bacanin, Milos Dobrojevic
2024	J	`jnl`	Cloud-load forecasting via decomposition-aided attention recurrent neural network tuned by modified particle swarm optimization. Complex Intell. Syst. Bratislav Predic, Luka Jovanovic, Vladimir Simic, Nebojsa Bacanin, Miodrag Zivkovic, Petar C. Spalevic, Nebojsa Budimirovic, Milos Dobrojevic
2024	J	`jnl`	Cyberbullying Sexism Harassment Identification by Metaheurustics-Tuned eXtreme Gradient Boosting. Comput. Mater. Continua Milos Dobrojevic, Luka Jovanovic, Lepa Babic, Miroslav Cajic, Tamara Zivkovic, Miodrag Zivkovic, Suresh Muthusamy, Milos Antonijevic, Nebojsa Bacanin
2024	J	`jnl`	Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation. PeerJ Comput. Sci. Robertas Damasevicius, Luka Jovanovic, Aleksandar Petrovic, Miodrag Zivkovic, Nebojsa Bacanin, Dejan Jovanovic, Milos Antonijevic
2024	J	`jnl`	Detecting Parkinson's disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics. PeerJ Comput. Sci. Luka Jovanovic, Robertas Damasevicius, Rade Matic, Milos Kabiljo, Vladimir Simic, Goran Kunjadic, Milos Antonijevic, Miodrag Zivkovic, Nebojsa Bacanin
2024	J	`jnl`	Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction. Neural Comput. Appl. Luka Jovanovic, Miodrag Zivkovic, Nebojsa Bacanin, Milos Dobrojevic, Vladimir Simic, Kishor Kumar Sadasivuni, Erfan Babaee Tirkolaee
2024	J	`jnl`	Exploring the potential of combining Mel spectrograms with neural networks optimized by the modified crayfish optimization algorithm for acoustic speed violation identification. Int. J. Hybrid Intell. Syst. Marko Stankovic, Luka Jovanovic, Aleksandra Bozovic, Nebojsa Budimirovic, Miodrag Zivkovic, Nebojsa Bacanin
2024	J	`jnl`	Forecasting bitcoin: Decomposition aided long short-term memory based time series modeling and its explanation with Shapley values. Knowl. Based Syst. Vule Mizdrakovic, Maja Kljajic, Miodrag Zivkovic, Nebojsa Bacanin, Luka Jovanovic, Muhammet Deveci, Witold Pedrycz
2024	J	`jnl`	Identifying and Understanding Student Dropouts Using Metaheuristic Optimized Classifiers and Explainable Artificial Intelligence Techniques. IEEE Access Radic Goran, Luka Jovanovic, Nebojsa Bacanin, Milos S. Stankovic, Vladimir Simic, Milos Antonijevic, Miodrag Zivkovic
2024	J	`jnl`	Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0. Expert Syst. J. Knowl. Eng. Luka Jovanovic, Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, Bojan Jovanovic, Marija Bogicevic-Sretenovic, Ivana Strumberger
2024	J	`jnl`	McMini: A Programmable DPOR-Based Model Checker for Multithreaded Programs. Art Sci. Eng. Program. Maxwell Pirtle, Luka Jovanovic, Gene Cooperman
2024	J	`jnl`	Metaheuristic optimized electrocardiography time-series anomaly classification with recurrent and long-short term neural networks. Int. J. Hybrid Intell. Syst. Luka Jovanovic, Miodrag Zivkovic, Nebojsa Bacanin, Aleksandra Bozovic, Petar Bisevac, Milos Antonijevic
2024	Misc	`conf`	Modified Metaheuristics Optimization for Cyberbullying Detection on Online Data Science Platform. SYNASC Nebojsa Bacanin, Luka Jovanovic, Ilja Uzelac Bujisic, Catalin Stoean, Jelena Kaljevic, Jelena Cadjenovic, Milos Antonijevic, Miodrag Zivkovic
2024	J	`jnl`	Neurodegenerative Condition Detection Using Modified Metaheuristic for Attention Based Recurrent Neural Networks and Extreme Gradient Boosting Tuning. IEEE Access Jelica Cincovic, Luka Jovanovic, Bosko Nikolic, Nebojsa Bacanin
2024	J	`jnl`	Optimizing long-short term memory neural networks for electroencephalogram anomaly detection using variable neighborhood search with dynamic strategy change. Complex Intell. Syst. Branislav Radomirovic, Nebojsa Bacanin, Luka Jovanovic, Vladimir Simic, Angelina Njegus, Dragan Pamucar, Mario Köppen, Miodrag Zivkovic
2024	J	`jnl`	Optimizing long-short-term memory models via metaheuristics for decomposition aided wind energy generation forecasting. Artif. Intell. Rev. Marijana Pavlov-Kagadejev, Luka Jovanovic, Nebojsa Bacanin, Muhammet Deveci, Miodrag Zivkovic, Milan Tuba, Ivana Strumberger, Witold Pedrycz
2024	J	`jnl`	Optimizing machine learning for space weather forecasting and event classification using modified metaheuristics. Soft Comput. Luka Jovanovic, Nebojsa Bacanin, Vladimir Simic, Joseph Mani, Miodrag Zivkovic, Marko Sarac
2024	J	`jnl`	Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics. Axioms Nebojsa Bacanin, Luka Jovanovic, Ruxandra Stoean, Catalin Stoean, Miodrag Zivkovic, Milos Antonijevic, Milos Dobrojevic
2024	Misc	`conf`	The NLP for Employee Review Sentiment Analysis: An Explainable Perspective. SYNASC Lepa Babic, Ruxandra Stoean, Jelena Cadjenovic, Luka Jovanovic, Miodrag Zivkovic, Nebojsa Bacanin
2023	J	`jnl`	Applying Recurrent Neural Networks for Anomaly Detection in Electrocardiogram Sensor Data. Sensors Ana Minic, Luka Jovanovic, Nebojsa Bacanin, Catalin Stoean, Miodrag Zivkovic, Petar C. Spalevic, Aleksandar Petrovic, Milos Dobrojevic, Ruxandra Stoean
2023	J	`jnl`	Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning. J. Web Eng. Luka Jovanovic, Dijana Jovanovic, Milos Antonijevic, Bosko Nikolic, Nebojsa Bacanin, Miodrag Zivkovic, Ivana Strumberger
2023	J	`jnl`	Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks. Inf. Sci. Nebojsa Bacanin, Luka Jovanovic, Miodrag Zivkovic, Venkatachalam Kandasamy, Milos Antonijevic, Muhammet Deveci, Ivana Strumberger
2023	Misc	`conf`	Solar Flare Classification using Modified Metaheuristic Optimized XGBoost. SYNASC Branislav Radomirovic, Luka Jovanovic, Catalin Stoean, Miodrag Zivkovic, Angelina Njegus, Nebojsa Bacanin
2023	J	`jnl`	Tuned long short-term memory model for Ethereum price forecasting via an arithmetic optimization algorithm. Int. J. Hybrid Intell. Syst. Luka Jovanovic, Ivana Strumberger, Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, Petar Bisevac
2022	J	`jnl`	McMini: A Programmable DPOR-based Model Checker for Multithreaded Programs. CoRR Maxwell Pirtle, Luka Jovanovic, Gene Cooperman
2022	Misc	`conf`	The XGBoost Tuning by Improved Firefly Algorithm for Network Intrusion Detection. SYNASC Luka Jovanovic, Dijana Jovanovic, Milos Antonijevic, Miodrag Zivkovic, Nebojsa Budimirovic, Ivana Strumberger, Nebojsa Bacanin