A novel hybrid ensemble learning for anomaly detection in industrial sensor networks and SCADA systems for smart city infrastructures
Kayode Saheed, Yakub, Harazeem Abdulganiyu, Oluwadamilare, Ait Tchakoucht, Taha
Published in Journal of King Saud University. Computer and information sciences (01.05.2023)
Published in Journal of King Saud University. Computer and information sciences (01.05.2023)
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Journal Article
Microarray Gene Expression Data Classification Via Wilcoxon Sign Rank Sum and Novel Grey Wolf Optimized Ensemble Learning Models
Saheed, Yakub K., Balogun, Bukola F., Odunayo, Braimah J., Mustapha, Abdulsalam
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.11.2023)
Published in IEEE/ACM transactions on computational biology and bioinformatics (01.11.2023)
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Journal Article
Diabetic retinopathy detection using principal component analysis multi-label feature extraction and classification
Usman, Tiwalade Modupe, Saheed, Yakub Kayode, Ignace, Djitog, Nsang, Augustine
Published in International journal of cognitive computing in engineering (01.06.2023)
Published in International journal of cognitive computing in engineering (01.06.2023)
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Journal Article
GA-mADAM-IIoT: A new lightweight threats detection in the industrial IoT via genetic algorithm with attention mechanism and LSTM on multivariate time series sensor data
Saheed, Yakub Kayode, Omole, Adekunle Isaac, Sabit, Musa Odunayo
Published in Sensors international (2025)
Published in Sensors international (2025)
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Journal Article
Prevalence and correlates of psychological distress amongst healthcare workers during the COVID-19 pandemic: An online survey
Badru, Olamiji A., Oloko, Kehinde O., Hassan, Abdulwasiu O., Yusuf, Oyindamola B., Abdur-Razaq, Umar A., Yakub, Saheed
Published in The South African journal of psychiatry (2021)
Published in The South African journal of psychiatry (2021)
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Journal Article
Feature selection in intrusion detection systems: a new hybrid fusion of Bat algorithm and Residue Number System
Saheed, Yakub Kayode, Kehinde, Temitope Olubanjo, Ayobami Raji, Mustafa, Baba, Usman Ahmad
Published in Journal of information and telecommunication (Print) (02.04.2024)
Published in Journal of information and telecommunication (Print) (02.04.2024)
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Journal Article
A novel hybrid autoencoder and modified particle swarm optimization feature selection for intrusion detection in the internet of things network
Saheed, Yakub Kayode, Usman, Aisha Abubakar, Sukat, Favour Dirwokmwa, Abdulrahman, Muftahu
Published in Frontiers in computer science (Lausanne) (11.04.2023)
Published in Frontiers in computer science (Lausanne) (11.04.2023)
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Journal Article
Modified genetic algorithm and fine-tuned long short-term memory network for intrusion detection in the internet of things networks with edge capabilities
Saheed, Yakub Kayode, Abdulganiyu, Oluwadamilare Harazeem, Tchakoucht, Taha Ait
Published in Applied soft computing (01.04.2024)
Published in Applied soft computing (01.04.2024)
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Journal Article
Application of GA Feature Selection on Naive Bayes, Random Forest and SVM for Credit Card Fraud Detection
Saheed, Yakub K., Hambali, Moshood A., Arowolo, Micheal O., Olasupo, Yinusa A.
Published in 2020 International Conference on Decision Aid Sciences and Application (DASA) (08.11.2020)
Published in 2020 International Conference on Decision Aid Sciences and Application (DASA) (08.11.2020)
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Conference Proceeding
A systematic literature review of machine learning based risk prediction models for diabetic retinopathy progression
Usman, Tiwalade Modupe, Saheed, Yakub Kayode, Nsang, Augustine, Ajibesin, Abel, Rakshit, Sandip
Published in Artificial intelligence in medicine (01.09.2023)
Published in Artificial intelligence in medicine (01.09.2023)
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Journal Article
Modified bi-directional long short-term memory and hyperparameter tuning of supervised machine learning models for cardiovascular heart disease prediction in mobile cloud environment
Saheed, Yakub Kayode, Salau-Ibrahim, Taofeekat Tosin, Abdulsalam, Mustapha, Adeniji, Ismaeel Aderibigbe, Balogun, Bukola Fatimah
Published in Biomedical signal processing and control (01.08.2024)
Published in Biomedical signal processing and control (01.08.2024)
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Journal Article
ResNet50-1D-CNN: A new lightweight resNet50-One-dimensional convolution neural network transfer learning-based approach for improved intrusion detection in cyber-physical systems
Saheed, Yakub Kayode, Abdulganiyu, Oluwadamilare Harazeem, Majikumna, Kaloma Usman, Mustapha, Musa, Workneh, Abebaw Degu
Published in International journal of critical infrastructure protection (01.07.2024)
Published in International journal of critical infrastructure protection (01.07.2024)
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Journal Article
An Efficient Hybridization of K-Means and Genetic Algorithm Based on Support Vector Machine for Cyber Intrusion Detection System
Saheed, Yakub Kayode, Arowolo, Micheal Olaolu, Tosho, U
Published in International Journal on Electrical Engineering and Informatics (01.06.2022)
Published in International Journal on Electrical Engineering and Informatics (01.06.2022)
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Journal Article