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2025	An efficient network with CNN and transformer blocks for glioma grading and brain tumor classification from MRIs Expert Systems with Applications Evgin Goceri
2025	A hybrid feature selection method for anomaly detection using shallow and deep ANN classifiers in smart farming Journal of Ambient Intelligence and Smart Environments Kadir Ileri
2025	Hybrid voting-GA ensemble learning for multi-class fault detection in digital twin-driven IIoT systems Computing Ezz El-Din Hemdan, Samar M. Zayed, Gamal Attiya, Ayman El-Sayed, Amged Sayed
2025	Leveraging Graph Neural Networks for IoT Attack Detection Sakarya University Journal of Computer and Information Sciences Onur Ceran, Erdal Özdoğan, Mevlüt Uysal
2025	Advancing skeleton-based human behavior recognition: multi-stream fusion spatiotemporal graph convolutional networks Complex & Intelligent Systems Fenglin Liu, Chenyu Wang, Zhiqiang Tian, Shaoyi Du, Wei Zeng
2025	An optimized LSTM-based deep learning model for anomaly network intrusion detection Scientific Reports Nitu Dash, Sujata Chakravarty, Amiya Kumar Rath, Nimay Chandra Giri, Kareem M. AboRas, N. Gowtham
2025	A Smart and Intelligent Intrusion Detection and Prevention Framework using BE2GO-SENN Mechanisms for Increasing the Security of MANET Iranian Journal of Science and Technology, Transactions of Electrical Engineering D. Hemanand, M. Sahaya Sheela, Pamarthi Sunitha, Kalaiarasi P, P. Ganeshkumar
2025	A quantum-optimized approach for breast cancer detection using SqueezeNet-SVM Scientific Reports Anas Bilal, Ali Alkhathlan, Faris A. Kateb, Alishba Tahir, Muhammad Shafiq, Haixia Long
2025	Encrypted Network Traffic Classification Using Intelligent Techniques Cureus Journal of Computer Science Shudhamati Mali, Mansi Gujral, Aswani Kumar Cherukuri
2025	Optimizing XGBoost hyperparameters using the dragonfly algorithm for enhanced cyber attack detection in the internet of healthcare things (IoHT) Cluster Computing Surbhi, Nupa Ram Chauhan, Neeraj Dahiya
2025	Brain tumor segmentation using optimized depth wise separable convolutional neural network with dense U-Net Knowledge-Based Systems K.G. Revathi, C.P. Shirley, S. Sreethar, Ezhilarasi P
2025	An enhanced method for intrusion detection systems in IoT environment Cluster Computing Qusay M. Alzubi, Yousef Sanjalawe, Sharif Naser Makhadmeh, Hussam N. Fakhouri
2025	Particle swarm optimization tuned multi-headed long short-term memory networks approach for fuel prices forecasting Journal of Network and Computer Applications Andjela Jovanovic, Luka Jovanovic, Miodrag Zivkovic, Nebojsa Bacanin, Vladimir Simic, Dragan Pamucar, Milos Antonijevic
2025	An improved U-net and attention mechanism-based model for sugar beet and weed segmentation Frontiers in Plant Science Yadong Li, Ruinan Guo, Rujia Li, Rongbiao Ji, Mengyao Wu, Dinghao Chen, Cong Han, Ruilin Han, Yongxiu Liu, Yuwen Ruan, Jianping Yang
2025	Groundwater modelling and GIS-based vulnerability mapping coupled with evolutionary metaheuristic optimization in the eastern coast of Saudi Arabia Earth Science Informatics Sani I. Abba, Mohammed Benaafi, A. G. Usman, Dilber Uzun Ozsahin, Bassam Tawabini, Isam H. Aljundi
2025	2025 International Conference on Circuit, Systems and Communication (ICCSC) Aleksandar Petrovic, Luka Jovanovic, Tamara Zivkovic, Vico Zeljkovic, Miodrag Zivkovic, Nebojsa Bacanin
2025	A multiscale approach for network intrusion detection based on variance–covariance subspace distance and EQL v2 Computers & Security Taotao Liu, Yu Fu, Kun Wang, Xueyuan Duan, Qiuhan Wu
2024	Smart Innovation, Systems and Technologies Sandra Petrovic, Vule Mizdrakovic, Maja Kljajic, Luka Jovanovic, Miodrag Zivkovic, Nebojsa Bacanin
2024	Research on Dung Beetle Optimization Based Stacked Sparse Autoencoder for Network Situation Element Extraction IEEE Access Yongchao Yang, Pan Zhao
2024	Lecture Notes in Networks and Systems Miodrag Zivkovic, Nebojsa Bacanin, Tamara Zivkovic, Luka Jovanovic, Jelena Kaljevic, Milos Antonijevic
2024	Machine learning tuning by diversity oriented firefly metaheuristics for Industry 4.0 Expert Systems Luka Jovanovic, Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, Bojan Jovanovic, Marija Bogicevic Sretenovic, Ivana Strumberger
2024	Yield prediction for crops by gradient-based algorithms PLOS ONE Pavithra Mahesh, Rajkumar Soundrapandiyan
2024	Optimizing VGG16 deep learning model with enhanced hunger games search for logo classification Scientific Reports Mohammed Hussain, Thaer Thaher, Mohamed Basel Almourad, Majdi Mafarja
2024	Lecture Notes in Networks and Systems Waseem AlAqqad, Mais Nijim, Ugochukwu Onyeakazi, Hisham Albataineh
2024	Data-centric automated approach to predict autism spectrum disorder based on selective features and explainable artificial intelligence Frontiers in Computational Neuroscience Asma Aldrees, Stephen Ojo, James Wanliss, Muhammad Umer, Muhammad Attique Khan, Bayan Alabdullah, Shtwai Alsubai, Nisreen Innab
2024	Intrusion detection using metaheuristic optimization within IoT/IIoT systems and software of autonomous vehicles Scientific Reports Pavle Dakic, Miodrag Zivkovic, Luka Jovanovic, Nebojsa Bacanin, Milos Antonijevic, Jelena Kaljevic, Vladimir Simic
2024	2024 International Conference on Cognitive Robotics and Intelligent Systems (ICC - ROBINS) Roopesh, Bertia Albert, Alan Shine Manuel, Saimon Hemram
2024	Deep Learning in Cybersecurity: A Hybrid BERT–LSTM Network for SQL Injection Attack Detection IET Information Security Yixian Liu, Yupeng Dai
2024	Research on adverse event classification algorithm of da Vinci surgical robot based on Bert-BiLSTM model Frontiers in Computational Neuroscience Tianchun Li, Wanting Zhu, Wenke Xia, Li Wang, Weiqi Li, Peiming Zhang
2024	Decomposition aided attention-based recurrent neural networks for multistep ahead time-series forecasting of renewable power generation PeerJ Computer Science Robertas Damaševičius, Luka Jovanovic, Aleksandar Petrovic, Miodrag Zivkovic, Nebojsa Bacanin, Dejan Jovanovic, Milos Antonijevic
2024	Optimization on selecting XGBoost hyperparameters using meta‐learning Expert Systems Tiago Lima Marinho, Diego Carvalho do Nascimento, Bruno Almeida Pimentel
2024	Supervised contrastive representation learning with tree-structured parzen estimator Bayesian optimization for imbalanced tabular data Expert Systems with Applications Shuting Tao, Peng Peng, Yunfei Li, Haiyue Sun, Qi Li, Hongwei Wang
2024	Computational Intelligence and Blockchain in Complex Systems Branislav Radomirovic, Aleksandar Petrovic, Miodrag Zivkovic, Angelina Njegus, Nebojsa Budimirovic, Nebojsa Bacanin
2024	Systematic literature review on intrusion detection systems: Research trends, algorithms, methods, datasets, and limitations Journal of Intelligent Systems Melad Mohammed Issa, Mohammad Aljanabi, Hassan M. Muhialdeen
2024	Refined identification of the key parameters of power system synthesis load model based on the improved butterfly algorithm Frontiers in Energy Research Zongyao Wang, Gaoyang Yan, Yi Rong, Han Wang
2024	Machine Learning Regressors to Estimate Continuous Oxygen Uptakes (V˙O2) Applied Sciences Daeeon Hong, Sukkyu Sun
2024	Improving performance of extreme learning machine for classification challenges by modified firefly algorithm and validation on medical benchmark datasets Multimedia Tools and Applications Nebojsa Bacanin, Catalin Stoean, Dusan Markovic, Miodrag Zivkovic, Tarik A. Rashid, Amit Chhabra, Marko Sarac
2024	A multilayer stacking method base on RFE-SHAP feature selection strategy for recognition of driver’s mental load and emotional state Expert Systems with Applications Jing Huang, Yang Peng, Lin Hu
2024	Sentiment classification for insider threat identification using metaheuristic optimized machine learning classifiers Scientific Reports Djordje Mladenovic, Milos Antonijevic, Luka Jovanovic, Vladimir Simic, Miodrag Zivkovic, Nebojsa Bacanin, Tamara Zivkovic, Jasmina Perisic
2024	Algorithms for Intelligent Systems Tea Dogandzic, Aleksandar Petrovic, Luka Jovanovic, Nebojsa Bacanin, Andjela Jovanovic, Miodrag Zivkovic
2024	Algorithms for Intelligent Systems Zahraa Z. Jundi
2023	Multimodal fusion sensitive information classification based on mixed attention and CLIP model1 Journal of Intelligent & Fuzzy Systems Shuaina Huang, Zhiyong Zhang, Bin Song, Yueheng Mao
2023	Addressing Internet of Things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on SHAP approach PeerJ Computer Science Milos Dobrojevic, Miodrag Zivkovic, Amit Chhabra, Nor Samsiah Sani, Nebojsa Bacanin, Maifuza Mohd Amin
2023	The Explainable Potential of Coupling Metaheuristics-Optimized-XGBoost and SHAP in Revealing VOCs’ Environmental Fate Atmosphere Luka Jovanovic, Gordana Jovanovic, Mirjana Perisic, Filip Alimpic, Svetlana Stanisic, Nebojsa Bacanin, Miodrag Zivkovic, Andreja Stojic
2023	Addressing feature selection and extreme learning machine tuning by diversity-oriented social network search: an application for phishing websites detection Complex & Intelligent Systems Nebojsa Bacanin, Miodrag Zivkovic, Milos Antonijevic, K. Venkatachalam, Jinseok Lee, Yunyoung Nam, Marina Marjanovic, Ivana Strumberger, Mohamed Abouhawwash
2023	IGWO-SoE: Improved Grey Wolf Optimization Based Stack of Ensemble Learning Algorithm for Anomaly Detection in Internet of Things Edge Computing IEEE Access J. Manokaran, G. Vairavel
2023	An improved long short term memory network for intrusion detection PLOS ONE Asmaa Ahmed Awad, Ahmed Fouad Ali, Tarek Gaber
2023	An adaptive quadratic interpolation and rounding mechanism sine cosine algorithm with application to constrained engineering optimization problems Expert Systems with Applications Xiao Yang, Rui Wang, Dong Zhao, Fanhua Yu, Chunyu Huang, Ali Asghar Heidari, Zhennao Cai, Sami Bourouis, Abeer D. Algarni, Huiling Chen
2023	Application of GA-WELM Model Based on Stratified Cross-Validation in Intrusion Detection Symmetry Chen Chen, Xiangke Guo, Wei Zhang, Yanzhao Zhao, Biao Wang, Biao Ma, Dan Wei
2023	Hybrid Firefly and Black Hole Algorithm Designed for XGBoost Tuning Problem: An Application for Intrusion Detection IEEE Access Xin Yong, Yuelin Gao
2023	Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022) Aleksandar Petrovic, Luka Jovanovic, Miodrag Zivkovic, Nebojsa Bacanin, Nebojsa Budimirovic, Marina Marjanovic
2023	Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022) Aleksandar Petrovic, Milos Antonijevic, Ivana Strumberger, Luka Jovanovic, Nikola Savanovic, Stefana Janicijevic
2023	Deep learning techniques for securing cyber-physical systems in supply chain 4.0 Computers and Electrical Engineering Shougi Suliman Abosuliman
2023	Lecture Notes in Electrical Engineering Luka Jovanovic, Marko Djuric, Miodrag Zivkovic, Dijana Jovanovic, Ivana Strumberger, Milos Antonijevic, Nebojsa Budimirovic, Nebojsa Bacanin
2023	Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis Applied Soft Computing Mihailo Todorovic, Nemanja Stanisic, Miodrag Zivkovic, Nebojsa Bacanin, Vladimir Simic, Erfan Babaee Tirkolaee
2023	Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022) Aleksandar Petrovic, Milos Antonijevic, Ivana Strumberger, Nebojsa Budimirovic, Nikola Savanovic, Stefana Janicijevic
2023	Algorithms for Intelligent Systems Luka Jovanovic, Nebojsa Bacanin, Ana Jovancai, Dejan Jovanovic, Dharmendra Singh, Milos Antonijevic, Miodrag Zivkovic, Ivana Strumberger
2023	Multivariate energy forecasting via metaheuristic tuned long-short term memory and gated recurrent unit neural networks Information Sciences Nebojsa Bacanin, Luka Jovanovic, Miodrag Zivkovic, Venkatachalam Kandasamy, Milos Antonijevic, Muhammet Deveci, Ivana Strumberger
2023	An Enhancement Method in Few-Shot Scenarios for Intrusion Detection in Smart Home Environments Electronics Yajun Chen, Junxiang Wang, Tao Yang, Qinru Li, Nahian Alom Nijhum
2023	Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022) Savia Berrou, Khadija Al Kalbani, Milos Antonijevic, Miodrag Zivkovic, Nebojsa Bacanin, Bosko Nikolic
2023	2023 16th International Conference on Advanced Technologies, Systems and Services in Telecommunications (TELSIKS) Miodrag Zivkovic, Luka Jovanovic, Marijana Pavlov, Nebojsa Bacanin, Milos Dobrojevic, Mohamed Salb
2023	A Graph-Based Technique for Securing the Distributed Cyber-Physical System Infrastructure Sensors Maxim Kalinin, Evgenii Zavadskii, Alexey Busygin
2023	Proceedings of the 1st International Conference on Innovation in Information Technology and Business (ICIITB 2022) Masa Gajevic, Nemanja Milutinovic, Jelena Krstovic, Luka Jovanovic, Miodrag Zivkovic, Marina Marjanovic, Catalin Stoean
2023	Cloud computing load prediction by decomposition reinforced attention long short-term memory network optimized by modified particle swarm optimization algorithm Annals of Operations Research Nebojsa Bacanin, Vladimir Simic, Miodrag Zivkovic, Melfi Alrasheedi, Aleksandar Petrovic
2022	AI-Empowered Attack Detection and Prevention Scheme for Smart Grid System Mathematics Aparna Kumari, Rushil Kaushikkumar Patel, Urvi Chintukumar Sukharamwala, Sudeep Tanwar, Maria Simona Raboaca, Aldosary Saad, Amr Tolba
2022	2022 IEEE Zooming Innovation in Consumer Technologies Conference (ZINC) Aleksandar Petrovic, Ivana Strumberger, Milos Antonijevic, Dijana Jovanovic, Djordje Mladenovic, Amit Chabbra
2022	Multi-Step Crude Oil Price Prediction Based on LSTM Approach Tuned by Salp Swarm Algorithm with Disputation Operator Sustainability Luka Jovanovic, Dejan Jovanovic, Nebojsa Bacanin, Ana Jovancai Stakic, Milos Antonijevic, Hesham Magd, Ravi Thirumalaisamy, Miodrag Zivkovic
2022	2022 IEEE World Conference on Applied Intelligence and Computing (AIC) Aleksandar Petrovic, Nebojsa Bacanin, Miodrag Zivkovic, Marina Marjanovic, Milos Antonijevic, Ivana Strumberger
2022	2022 30th Telecommunications Forum (TELFOR) Marko Stankovic, Nebojsa Bacanin, Miodrag Zivkovic, Luka Jovanovic, Joseph Mani, Milos Antonijevic
2022	2022 30th Telecommunications Forum (TELFOR) Luka Jovanovic, Nemanja Milutinovic, Masa Gajevic, Jelena Krstovic, Tarik A. Rashid, Aleksandar Petrovic
2022	Hybrid CNN and XGBoost Model Tuned by Modified Arithmetic Optimization Algorithm for COVID-19 Early Diagnostics from X-ray Images Electronics Miodrag Zivkovic, Nebojsa Bacanin, Milos Antonijevic, Bosko Nikolic, Goran Kvascev, Marina Marjanovic, Nikola Savanovic
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