MohammadNoor Injadat

40 papers B 2Misc 1Journal 24Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Synergy Between Machine Learning and Formal Concept Analysis for Crowd Detection.
IEEE Access
Anas M. Al-Oraiqat, Oleksandr Drieiev, Sattam Almatarneh, MohammadNoor Injadat, Karim A. Al-Oraiqat, Hanna Drieieva, Yassin M. Y. Hasan
2025 J jnl
Enhancing CNN-based network intrusion detection through hyperparameter optimization.
Intell. Syst. Appl.
Antanios Kaissar, Ali Bou Nassif, Bassel Soudan, MohammadNoor Injadat
2024 — conf
A Comparative Study of Gaze Estimation Models.
ACIT
Abdallah Moubayed, MohammadNoor Injadat, Mohammad Kanan
2024 — conf
A Data-Driven Approach Towards Software Regression Testing Quality Optimization.
ACIT
Abdallah Moubayed, Nouh Alhindawi, Jamal Alsakran, MohammadNoor Injadat, Mohammad Kanan
2024 J jnl
A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective.
CoRR
Abdallah Moubayed, MohammadNoor Injadat, Nouh Alhindawi, Ghassan Samara, Sara Abuasal, Raed Alazaidah
2024 J jnl
Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing.
Neural Comput. Appl.
Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, MohammadNoor Injadat
2024 J jnl
Correction: Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing.
Neural Comput. Appl.
Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, MohammadNoor Injadat
2024 — conf
Criteria-based Unsupervised Feature Selection Techniques: A Comparative Study Over Chest CT Scan.
ACIT
Shrouq Al-Daja, Ala' Alyabrodi, Abdallah Moubayed, MohammadNoor Injadat, Ali Elrashidi
2024 J jnl
Enhancing intrusion detection in IIoT: optimized CNN model with multi-class SMOTE balancing.
Neural Comput. Appl.
Abdulrahman Mahmoud Eid, Bassel Soudan, Ali Bou Nassif, MohammadNoor Injadat
2024 — conf
Evaluation of Chest CT-Scan Anomaly Detection Models Using Principal Component Analysis.
ACIT
Ala' Alyabrodi, Shrouq Al-Daja, MohammadNoor Injadat, Abdallah Moubayed, Ali Elrashidi
2024 — conf
Exploring Digital Twins in Higher Education: Redefining Educational Technology in Jordanian Universities.
ACIT
Reda S. M. Al-Mawadieh, Mohammad F. Al-Abdallat, MohammadNoor Injadat, Rawia Zuod, Ruaa Binsaddig
2024 J jnl
Optimized Ensemble Model Towards Secured Industrial IoT Devices.
CoRR
MohammadNoor Injadat
2024 — conf
Optimizing One-Stage Object Detection for URLLC: A Two-Stage Pipeline with Oculi SPU.
ACIT
Adam Bou Moghlebey, Abdallah Moubayed, MohammadNoor Injadat
2023 — conf
A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective.
ACIT
Abdallah Moubayed, MohammadNoor Injadat, Nouh Alhindawi, Ghassan Samara, Sara Abuasal, Raed Alazaidah
2023 — conf
Enhancing the Performance of Sign Language Recognition Models Using Machine Learning.
ACIT
Ala' Alyabrodi, Shrouq Al-Daja, MohammadNoor Injadat, Abdallah Moubayed, Hebatullah Khattab
2023 — conf
Feature Selection in Associative Classification-A Review and Comparative Analysis.
ACIT
Raed Alazaidah, Ahmad Al-Qerem, Mais Haj Qasem, Ala'a Al-Shaikh, Nabeel Al-Milli, MohammadNoor Injadat
2023 — conf
Optimized Ensemble Model Towards Secured Industrial IoT Devices.
ACIT
MohammadNoor Injadat
2023 — conf
Optimizing Road Safety through Intelligent Congestion Management.
ACIT
Ghassan Samara, Alaa Elhilo, Mahmoud Rajallah Asassfeh, MohammadNoor Injadat, Mais Haj Qasem, Raed Alazaidah, Mohammad Aljaidi, Nabeel Al-Milli, Adnan A. Hnaif
2021 J jnl
Machine Learning Towards Intelligent Systems: Applications, Challenges, and Opportunities.
CoRR
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2021 J jnl
Machine learning towards intelligent systems: applications, challenges, and opportunities.
Artif. Intell. Rev.
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2021 J jnl
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection.
IEEE Trans. Netw. Serv. Manag.
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2021 J jnl
Relationship between Student Engagement and Performance in e-Learning Environment Using Association Rules.
CoRR
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
2020 J jnl
Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection.
CoRR
MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami
2020 J jnl
DNS Typo-squatting Domain Detection: A Data Analytics & Machine Learning Based Approach.
CoRR
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
2020 J jnl
Data Mining with Big Data in Intrusion Detection Systems: A Systematic Literature Review.
CoRR
Fadi Salo, MohammadNoor Injadat, Ali Bou Nassif, Aleksander Essex
2020 — conf
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach.
ICM
MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami
2020 J jnl
Detecting Botnet Attacks in IoT Environments: An Optimized Machine Learning Approach.
CoRR
MohammadNoor Injadat, Abdallah Moubayed, Abdallah Shami
2020 J jnl
Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection.
CoRR
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2020 J jnl
Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining.
CoRR
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2020 J jnl
Multi-split optimized bagging ensemble model selection for multi-class educational data mining.
Appl. Intell.
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2020 — conf
Optimized Random Forest Model for Botnet Detection Based on DNS Queries.
ICM
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami
2020 J jnl
Optimized Random Forest Model for Botnet Detection Based on DNS Queries.
CoRR
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami
2020 J jnl
Systematic Ensemble Model Selection Approach for Educational Data Mining.
CoRR
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2020 J jnl
Systematic ensemble model selection approach for educational data mining.
Knowl. Based Syst.
MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Abdallah Shami
2019 Misc conf
Clustering Enabled Classification using Ensemble Feature Selection for Intrusion Detection.
ICNC
Fadi Salo, MohammadNoor Injadat, Abdallah Moubayed, Ali Bou Nassif, Aleksander Essex
2018 B conf
Bayesian Optimization with Machine Learning Algorithms Towards Anomaly Detection.
GLOBECOM
MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif, Aleksander Essex, Abdallah Shami
2018 B conf
DNS Typo-Squatting Domain Detection: A Data Analytics & Machine Learning Based Approach.
GLOBECOM
Abdallah Moubayed, MohammadNoor Injadat, Abdallah Shami, Hanan Lutfiyya
2018 J jnl
Data Mining Techniques in Intrusion Detection Systems: A Systematic Literature Review.
IEEE Access
Fadi Salo, MohammadNoor Injadat, Ali Bou Nassif, Abdallah Shami, Aleksander Essex
2018 J jnl
E-Learning: Challenges and Research Opportunities Using Machine Learning & Data Analytics.
IEEE Access
Abdallah Moubayed, MohammadNoor Injadat, Ali Bou Nassif, Hanan Lutfiyya, Abdallah Shami
2016 J jnl
Data mining techniques in social media: A survey.
Neurocomputing
MohammadNoor Injadat, Fadi Salo, Ali Bou Nassif