MohammadNoor Injadat, Ph.D.

MohammadNoor Injadat, Ph.D.

Western University

H-index: 15

North America-Canada

About MohammadNoor Injadat, Ph.D.

MohammadNoor Injadat, Ph.D., With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Western University, specializes in the field of machine learning and data mining, artificial intelligence, intelligent transportation systems, cyber security, e-Learning analyt.

His recent articles reflect a diverse array of research interests and contributions to the field:

Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing

Enhancing the Performance of Sign Language Recognition Models Using Machine Learning

Feature Selection in Associative Classification-A Review and Comparative Analysis

A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective

Optimized Ensemble Model Towards Secured Industrial IoT Devices

IIoT network intrusion detection using machine learning

Optimizing Road Safety through Intelligent Congestion Management

A survey on network intrusion detection using convolutional neural network

MohammadNoor Injadat, Ph.D. Information

University

Position

Post Doctoral Associate in Electrical and Computer Engineering Department

Citations(all)

1467

Citations(since 2020)

1407

Cited By

336

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

15

i10Index(since 2020)

15

Email

University Profile Page

Western University

Google Scholar

View Google Scholar Profile

MohammadNoor Injadat, Ph.D. Skills & Research Interests

machine learning and data mining

artificial intelligence

intelligent transportation systems

cyber security

e-Learning analyt

Top articles of MohammadNoor Injadat, Ph.D.

Title

Journal

Author(s)

Publication Date

Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing

Neural Computing and Applications

Abdulrahman Mahmoud Eid

Bassel Soudan

Ali Bou Nasif

MohammadNoor Injadat

2024/2/11

Enhancing the Performance of Sign Language Recognition Models Using Machine Learning

Shrouq Al-Daja

MohammadNoor Injadat

Abdallah Moubayed

Hebatullah Khattab

2023/12/6

Feature Selection in Associative Classification-A Review and Comparative Analysis

Raed Alazaidah

Ahmad Al-qerem

Mais Haj Qasem

Ala'a Al-Shaikh

Nabeel Almilli

...

2023/12/6

A Deep Learning Approach Towards Student Performance Prediction in Online Courses: Challenges Based on a Global Perspective

Abdallah Moubayed

MohammadNoor Injadat

Nouh Alhindawi

Ghassan Samara

Sara Abuasal

...

2023/12/6

Optimized Ensemble Model Towards Secured Industrial IoT Devices

MohammadNoor Injadat

2023/12/6

IIoT network intrusion detection using machine learning

Abdulrahman Mahmoud Eid

Ali Bou Nassif

Bassel Soudan

Mohammad Noor Injadat

2023/8/4

Optimizing Road Safety through Intelligent Congestion Management

Ghassan Samara

Alaa Elhilo

Mahmoud Rajallah Asassfeh

MohammadNoor Injadat

Mais Haj Qasem

...

2023/12/6

A survey on network intrusion detection using convolutional neural network

ITM Web of Conferences

Antanios Kaissar

Ali Bou Nassif

MohammadNoor Injadat

2022

Machine learning towards intelligent systems: applications, challenges, and opportunities

MohammadNoor Injadat

Abdallah Moubayed

Ali Bou Nassif

Abdallah Shami

2021/6

Optimized machine learning models towards intelligent systems

Ph. D. dissertation

M Injadat

2020/8

Systematic ensemble model selection approach for educational data mining

Knowledge-Based Systems

MohammadNoor Injadat

Abdallah Moubayed

Ali Bou Nassif

Abdallah Shami

2020/7/20

Multi-split Optimized Bagging Ensemble Model Selection for Multi-class Educational Data Mining

Applied Intelligence

MohammadNoor Injadat

Abdallah Moubayed

Ali Bou Nassif

Abdallah Shami

2020/6/9

Optimized random forest model for botnet detection based on DNS queries

Abdallah Moubayed

MohammadNoor Injadat

Abdallah Shami

2020/12/16

Data Mining with Big Data in Intrusion Detection Systems: A Systematic Literature Review

Fadi Salo

MohammadNoor Injadat

Ali Bou Nassif

Aleksander Essex

2020/5/23

Detecting botnet attacks in IoT environments: an optimized machine learning approach

MohammadNoor Injadat

Abdallah Moubayed

Abdallah Shami

2020/12/16

Student engagement level in an e-learning environment: Clustering using k-means

American Journal of Distance Education

Abdallah Moubayed

Mohammadnoor Injadat

Abdallah Shami

Hanan Lutfiyya

2020/4/2

Multi-Stage Optimized Machine Learning Framework for Network Intrusion Detection

IEEE Transactions on Network and Service Management

MohammadNoor Injadat

Abdallah Moubayed

Ali Bou Nassif

Abdallah Shami

2020/8/7

See List of Professors in MohammadNoor Injadat, Ph.D. University(Western University)

Co-Authors

H-index: 50
Abdallah Shami

Abdallah Shami

Western University

H-index: 39
Ali Bou Nassif

Ali Bou Nassif

University of Sharjah

H-index: 23
Abdallah Moubayed

Abdallah Moubayed

Western University

H-index: 22
Aleksander Essex

Aleksander Essex

Western University

academic-engine