Multi-Swarm Algorithm for Extreme Learning Machine Optimization
Bacanin, Nebojsa, Stoean, Catalin, Zivkovic, Miodrag, Jovanovic, Dijana, Antonijevic, Milos, Mladenovic, Djordje
Published in Sensors (Basel, Switzerland) (31.05.2022)
Published in Sensors (Basel, Switzerland) (31.05.2022)
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Journal Article
Tuning attention based long-short term memory neural networks for Parkinson's disease detection using modified metaheuristics
Cuk, Aleksa, Bezdan, Timea, Jovanovic, Luka, Antonijevic, Milos, Stankovic, Milos, Simic, Vladimir, Zivkovic, Miodrag, Bacanin, Nebojsa
Published in Scientific reports (21.02.2024)
Published in Scientific reports (21.02.2024)
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Journal Article
Application of Natural Language Processing and Machine Learning Boosted with Swarm Intelligence for Spam Email Filtering
Bacanin, Nebojsa, Zivkovic, Miodrag, Stoean, Catalin, Antonijevic, Milos, Janicijevic, Stefana, Sarac, Marko, Strumberger, Ivana
Published in Mathematics (Basel) (01.11.2022)
Published in Mathematics (Basel) (01.11.2022)
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Journal Article
Performance evaluation of metaheuristics-tuned recurrent neural networks for electroencephalography anomaly detection
Pilcevic, Dejan, Djuric Jovicic, Milica, Antonijevic, Milos, Bacanin, Nebojsa, Jovanovic, Luka, Zivkovic, Miodrag, Dragovic, Miroslav, Bisevac, Petar
Published in Frontiers in physiology (14.11.2023)
Published in Frontiers in physiology (14.11.2023)
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Journal Article
Metaheuristic-Based Hyperparameter Tuning for Recurrent Deep Learning: Application to the Prediction of Solar Energy Generation
Stoean, Catalin, Zivkovic, Miodrag, Bozovic, Aleksandra, Bacanin, Nebojsa, Strulak-Wójcikiewicz, Roma, Antonijevic, Milos, Stoean, Ruxandra
Published in Axioms (01.03.2023)
Published in Axioms (01.03.2023)
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Journal Article
Enhancing Internet of Things Network Security Using Hybrid CNN and XGBoost Model Tuned via Modified Reptile Search Algorithm
Salb, Mohamed, Jovanovic, Luka, Bacanin, Nebojsa, Antonijevic, Milos, Zivkovic, Miodrag, Budimirovic, Nebojsa, Abualigah, Laith
Published in Applied sciences (01.12.2023)
Published in Applied sciences (01.12.2023)
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Journal Article
Identifying and Understanding Student Dropouts Using Metaheuristic Optimized Classifiers and Explainable Artificial Intelligence Techniques
Goran, Radic, Jovanovic, Luka, Bacanin, Nebojsa, Stankovic, Milos S., Simic, Vladimir, Antonijevic, Milos, Zivkovic, Miodrag
Published in IEEE access (2024)
Published in IEEE access (2024)
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Journal Article
Respiratory Condition Detection Using Audio Analysis and Convolutional Neural Networks Optimized by Modified Metaheuristics
Bacanin, Nebojsa, Jovanovic, Luka, Stoean, Ruxandra, Stoean, Catalin, Zivkovic, Miodrag, Antonijevic, Milos, Dobrojevic, Milos
Published in Axioms (01.05.2024)
Published in Axioms (01.05.2024)
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Journal Article
Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection
Bacanin, Nebojsa, Zivkovic, Miodrag, Antonijevic, Milos, Venkatachalam, K., Lee, Jinseok, Nam, Yunyoung, Marjanovic, Marina, Strumberger, Ivana, Abouhawwash, Mohamed
Published in Complex & intelligent systems (01.12.2023)
Published in Complex & intelligent systems (01.12.2023)
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Journal Article
Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation
Damaševičius, Robertas, Jovanovic, Luka, Petrovic, Aleksandar, Zivkovic, Miodrag, Bacanin, Nebojsa, Jovanovic, Dejan, Antonijevic, Milos
Published in PeerJ. Computer science (2024)
Published in PeerJ. Computer science (2024)
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Journal Article
Detecting Parkinson’s disease from shoe-mounted accelerometer sensors using convolutional neural networks optimized with modified metaheuristics
Jovanovic, Luka, Damaševičius, Robertas, Matic, Rade, Kabiljo, Milos, Simic, Vladimir, Kunjadic, Goran, Antonijevic, Milos, Zivkovic, Miodrag, Bacanin, Nebojsa
Published in PeerJ. Computer science (13.05.2024)
Published in PeerJ. Computer science (13.05.2024)
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Journal Article
IoT Integrated Edge Platform for Secure Industrial Application with Deep Learning
B Saravana Balaji(Department of Computer and Information Sciences, Pakistan Institute of Engineering and Applied Sciences, Paja Wiesław, Antonijevic Milos(College of Intellectual Novitiates, Stoean Catalin, Bacanin Nebojsa(College of Intellectual Novitiates, Zivkovic Miodrag(College of Intellectual Novitiates
Published in Human-centric computing and information sciences (30.04.2023)
Published in Human-centric computing and information sciences (30.04.2023)
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Journal Article
Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks
Bacanin, Nebojsa, Jovanovic, Luka, Zivkovic, Miodrag, Kandasamy, Venkatachalam, Antonijevic, Milos, Deveci, Muhammet, Strumberger, Ivana
Published in Information sciences (01.09.2023)
Published in Information sciences (01.09.2023)
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Journal Article
Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images
Zivkovic, Miodrag, Bacanin, Nebojsa, Antonijevic, Milos, Nikolic, Bosko, Kvascev, Goran, Marjanovic, Marina, Savanovic, Nikola
Published in Electronics (Basel) (01.11.2022)
Published in Electronics (Basel) (01.11.2022)
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Journal Article
Multi-Step Crude Oil Price Prediction Based on LSTM Approach Tuned by Salp Swarm Algorithm with Disputation Operator
Jovanovic, Luka, Jovanovic, Dejan, Bacanin, Nebojsa, Jovancai Stakic, Ana, Antonijevic, Milos, Magd, Hesham, Thirumalaisamy, Ravi, Zivkovic, Miodrag
Published in Sustainability (01.11.2022)
Published in Sustainability (01.11.2022)
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Journal Article
Improving Phishing Website Detection Using a Hybrid Two-level Framework for Feature Selection and XGBoost Tuning
Jovanovic, Luka, Jovanovic, Dijana, Antonijevic, Milos, Nikolic, Bosko, Bacanin, Nebojsa, Zivkovic, Miodrag, Strumberger, Ivana
Published in Journal of web engineering (01.01.2023)
Published in Journal of web engineering (01.01.2023)
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Journal Article