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ORCIDMohammadNoor Injadat
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Journal Articles
- 2024
[j10]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): 6955-6972 (2024)- [j9]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): 11661 (2024) - [j8]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): 14643-14659 (2024) - 2021
- [j7]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Machine learning towards intelligent systems: applications, challenges, and opportunities. Artif. Intell. Rev. 54(5): 3299-3348 (2021) - [j6]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): 1803-1816 (2021) - 2020
- [j5]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): 4506-4528 (2020) - [j4]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Systematic ensemble model selection approach for educational data mining. Knowl. Based Syst. 200: 105992 (2020) - 2018
- [j3]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: 39117-39138 (2018) - [j2]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: 56046-56058 (2018) - 2016
- [j1]MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif:
Data mining techniques in social media: A survey. Neurocomputing 214: 654-670 (2016)
Conference and Workshop Papers
- 2023
- [c10]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: 1-5 - [c9]Ala' Alyabrodi, Shrouq Al-Daja, MohammadNoor Injadat, Abdallah Moubayed, Hebatullah Khattab:
Enhancing the Performance of Sign Language Recognition Models Using Machine Learning. ACIT 2023: 1-7 - [c8]MohammadNoor Injadat:
Optimized Ensemble Model Towards Secured Industrial IoT Devices. ACIT 2023: 1-5 - [c7]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: 1-6 - [c6]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: 1-7 - 2020
- [c5]MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami:
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach. ICM 2020: 1-4 - [c4]Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami:
Optimized Random Forest Model for Botnet Detection Based on DNS Queries. ICM 2020: 1-4 - 2019
- [c3]Fadi Salo, MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Aleksander Essex:
Clustering Enabled Classification using Ensemble Feature Selection for Intrusion Detection. ICNC 2019: 276-281 - 2018
- [c2]MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami:
Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection. GLOBECOM 2018: 1-6 - [c1]Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya:
DNS Typo-Squatting Domain Detection: A Data Analytics & Machine Learning Based Approach. GLOBECOM 2018: 1-7
Informal and Other Publications
- 2024
- [i12]MohammadNoor Injadat:
Optimized Ensemble Model Towards Secured Industrial IoT Devices. CoRR abs/2401.05509 (2024) - [i11]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 abs/2402.01655 (2024) - 2021
- [i10]Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya:
Relationship between Student Engagement and Performance in e-Learning Environment Using Association Rules. CoRR abs/2101.02006 (2021) - [i9]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities. CoRR abs/2101.03655 (2021) - 2020
- [i8]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Systematic Ensemble Model Selection Approach for Educational Data Mining. CoRR abs/2005.06647 (2020) - [i7]Fadi Salo, MohammadNoor Injadat, Ali Bou Nassif, Aleksander Essex:
Data Mining with Big Data in Intrusion Detection Systems: A Systematic Literature Review. CoRR abs/2005.12267 (2020) - [i6]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining. CoRR abs/2006.05031 (2020) - [i5]MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami:
Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection. CoRR abs/2008.02327 (2020) - [i4]MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami:
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection. CoRR abs/2008.03297 (2020) - [i3]MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami:
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach. CoRR abs/2012.11325 (2020) - [i2]Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami:
Optimized Random Forest Model for Botnet Detection Based on DNS Queries. CoRR abs/2012.11326 (2020) - [i1]Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya:
DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach. CoRR abs/2012.13604 (2020)
Coauthor Index
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last updated on 2024-10-07 22:07 CEST by the dblp team
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