MohammadNoor Injadat

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 32

Top Topics

Intrusion Detection

Comparative Study

Machine Learning

Ensemble Feature Selection

Top Venues

Neural Comput. Appl.

Publications

Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, MohammadNoor Injadat
Enhancing intrusion detection in IIoT: optimized CNN model with multi-class SMOTE balancing. Neural Comput. Appl. 36 (24) (2024)
Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, MohammadNoor Injadat
Correction: Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing. Neural Comput. Appl. 36 (19) (2024)
MohammadNoor Injadat
Optimized Ensemble Model Towards Secured Industrial IoT Devices. CoRR (2024)
Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, MohammadNoor Injadat
Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing. Neural Comput. Appl. 36 (13) (2024)
Abdallah Moubayed, MohammadNoor Injadat, Nouh Alhindawi, Ghassan Samara, Sara Abuasal, Raed Alazaidah
A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective. CoRR (2024)
Ala' Alyabrodi, Shrouq Al-Daja, MohammadNoor Injadat, Abdallah Moubayed, Hebatullah Khattab
Enhancing the Performance of Sign Language Recognition Models Using Machine Learning. ACIT (2023)
Ghassan Samara, Alaa Elhilo, Mahmoud Rajallah Asassfeh, MohammadNoor Injadat, Mais Haj Qasem, Raed Alazaidah, Mohammad Aljaidi, Nabeel Al-Milli, Adnan A. Hnaif
Optimizing Road Safety through Intelligent Congestion Management. ACIT (2023)
Abdallah Moubayed, MohammadNoor Injadat, Nouh Alhindawi, Ghassan Samara, Sara Abuasal, Raed Alazaidah
A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective. ACIT (2023)
MohammadNoor Injadat
Optimized Ensemble Model Towards Secured Industrial IoT Devices. ACIT (2023)
Raed Alazaidah, Ahmad Al-qerem, Mais Haj Qasem, Ala'a Al-Shaikh, Nabeel Al-Milli, MohammadNoor Injadat
Feature Selection in Associative Classification-A Review and Comparative Analysis. ACIT (2023)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Machine learning towards intelligent systems: applications, challenges, and opportunities. Artif. Intell. Rev. 54 (5) (2021)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities. CoRR (2021)
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
Relationship between Student Engagement and Performance in e-Learning Environment Using Association Rules. CoRR (2021)
MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach. ICM (2020)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Systematic ensemble model selection approach for educational data mining. Knowl. Based Syst. 200 (2020)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection. CoRR (2020)
MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami
Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection. CoRR (2020)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Multi-split optimized bagging ensemble model selection for multi-class educational data mining. Appl. Intell. 50 (12) (2020)
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami
Optimized Random Forest Model for Botnet Detection Based on DNS Queries. ICM (2020)
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach. CoRR (2020)
Fadi Salo, MohammadNoor Injadat, Ali Bou Nassif, Aleksander Essex
Data Mining with Big Data in Intrusion Detection Systems: A Systematic Literature Review. CoRR (2020)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Systematic Ensemble Model Selection Approach for Educational Data Mining. CoRR (2020)
MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach. CoRR (2020)
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami
Optimized Random Forest Model for Botnet Detection Based on DNS Queries. CoRR (2020)
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining. CoRR (2020)
Fadi Salo, MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Aleksander Essex
Clustering Enabled Classification using Ensemble Feature Selection for Intrusion Detection. ICNC (2019)
Abdallah Moubayed, MohammadNoor Injadat, Ali Bou Nassif, Hanan Lutfiyya, Abdallah Shami
E-Learning: Challenges and Research Opportunities Using Machine Learning & Data Analytics. IEEE Access 6 (2018)
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
DNS Typo-Squatting Domain Detection: A Data Analytics & Machine Learning Based Approach. GLOBECOM (2018)
Fadi Salo, MohammadNoor Injadat, Ali Bou Nassif, Abdallah Shami, Aleksander Essex
Data Mining Techniques in Intrusion Detection Systems: A Systematic Literature Review. IEEE Access 6 (2018)
MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami
Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection. GLOBECOM (2018)
MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif
Data mining techniques in social media: A survey. Neurocomputing 214 (2016)