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Author

M. Omair Shafiq

Observed name: Shafiq, M. Omair
Institution: Carleton University
Observed institution: Carleton University
ORCID: 0000-0002-1859-8296
Observed ORCID: 0000-0002-1859-8296
OpenAlex ID: A5087753797
Short-term stock market price trend prediction using a comprehensive deep learning system
2020 · Jingyi Shen, M. Omair Shafiq · Journal Of Big Data · 382
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Survey of transformers and towards ensemble learning using transformers for natural language processing
2024 · Hongzhi Zhang, M. Omair Shafiq · Journal Of Big Data · 139
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Explainable Convolutional Neural Networks: A Taxonomy, Review, and Future Directions
2022 · Rami Ibrahim, M. Omair Shafiq · ACM Computing Surveys · 117
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Towards comparing and using Machine Learning techniques for detecting and predicting Heart Attack and Diseases
2019 · Thankgod Obasi, M. Omair Shafiq · IEEE International Conference on Big Data (BigData) · 69
The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey
2019 · Ibitoye, Olakunle, Abou-Khamis, Rana, et al. · arXiv (Cornell University) · 63
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Context-Aware Data-Driven Intelligent Framework for Fog Infrastructures in Internet of Vehicles
2018 · Razi Iqbal, Talal Ashraf Butt, et al. · IEEE Access · 49
Augmented Score-CAM: High resolution visual interpretations for deep neural networks
2022 · Rami Ibrahim, M. Omair Shafiq · Knowledge-Based Systems · 38
A Comprehensive Artificial Intelligence Based User Intention Assessment Model from Online Reviews and Social Media
2022 · Archika Sharma, M. Omair Shafiq · Applied Artificial Intelligence · 36
The Threat of Adversarial Attacks against Machine Learning in Network Security: A Survey
2025 · Olakunle Ibitoye, Rana Abou-Khamis, et al. · Journal of Electronics and Electrical Engineering · 31
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Differentially private self-normalizing neural networks for adversarial robustness in federated learning
2022 · Olakunle Ibitoye, M. Omair Shafiq, et al. · Computers & Security · 27
A Parallel K-Medoids Algorithm for Clustering based on MapReduce
2016 · M. Omair Shafiq, Eric Torunski · IEEE International Conference on Machine Learning and Applications (ICMLA) · 23
Deep Learning Convolutional Neural Networks with Dropout - A Parallel Approach
2018 · Jingyi Shen, M. Omair Shafiq · IEEE International Conference on Machine Learning and Applications (ICMLA) · 21
Code style analytics for the automatic setting of formatting rules in IDEs: A solution to the Tabs vs. Spaces Debate
2017 · Eric Torunski, M. Omair Shafiq, et al. · International Conference on Digital Information Management · 21
Detecting taxi movements using Random Swap clustering and sequential pattern mining
2019 · Rami Ibrahim, M. Omair Shafiq · Journal Of Big Data · 19
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GAN-BElectra: Enhanced Multi-class Sentiment Analysis with Limited Labeled Data
2022 · Md. Riyadh, M. Omair Shafiq · Applied Artificial Intelligence · 15
CARD-B: A stacked ensemble learning technique for classification of encrypted network traffic
2022 · ThankGod Obasi, M. Omair Shafiq · Computer Communications · 14
Learning Mobile Application Usage - A Deep Learning Approach
2019 · Jingyi Shen, M. Omair Shafiq · IEEE International Conference on Machine Learning and Applications (ICMLA) · 14
Predicting purchase probability of retail items using an ensemble learning approach and historical data
2020 · Archika Sharma, M. Omair Shafiq · IEEE International Conference on Machine Learning and Applications (ICMLA) · 11
Evaluating the Performance of Machine Learning Sentiment Analysis Algorithms in Software Engineering
2019 · Jingyi Shen, Olga Baysal, et al. · IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech) · 10
Large Scale and Parallel Sentiment Analysis Based on Label Propagation in Twitter Data
2018 · Yibing Yang, M. Omair Shafiq · 8
An experimental study of different machine and deep learning techniques for classification of encrypted network traffic
2020 · ThankGod Obasi, M. Omair Shafiq · IEEE International Conference on Big Data (BigData) · 7
Towards Multi-class Sentiment Analysis With Limited Labeled Data
2021 · Md. Riyadh, M. Omair Shafiq · IEEE International Conference on Big Data (BigData) · 6
Mining Trajectory Data and Identifying Patterns for Taxi Movement Trips
2018 · Rami Ibrahim, M. Omair Shafiq · 6
TriRAG: Enhancing Retrieval-Augmented Generation Method with Triple-Based Knowledge Graphs for Improved Question Answering
2025 · Hongzhi Zhang, M. Omair Shafiq · IEEE International Conference on Semantic Computing (ICSC) · 5
Towards a New Approach to Empower Periodic Pattern Mining for Massive Data using Map-Reduce
2018 · Rami Ibrahim, M. Omair Shafiq · IEEE International Conference on Big Data (BigData) · 5
Works count: 60
Citation count: 1,203
H-index: 15
I10-index: 19
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