M. Omair Shafiq
Orcid: 0000-0002-1859-8296Affiliations:
- Carleton University, Ottawa, Canada
According to our database1,
M. Omair Shafiq
authored at least 106 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Survey of transformers and towards ensemble learning using transformers for natural language processing.
J. Big Data, December, 2024
2023
A compliance-based architecture for supporting GDPR accountability in cloud computing.
Future Gener. Comput. Syst., August, 2023
Explainable Convolutional Neural Networks: A Taxonomy, Review, and Future Directions.
ACM Comput. Surv., 2023
Proceedings of the 2023 IEEE Virtual Conference on Communications (VCC), 2023
Towards Automatic Evaluation of NLG Tasks Using Conversational Large Language Models.
Proceedings of the Artificial Intelligence Applications and Innovations, 2023
ConKGP: A Contrastive Learning Framework on Knowledge Graphs for Commonsense Reasoning with Perturbation.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Hybrid Wavelet Transform and Deep Stacking Ensemble Model for Network Traffic Prediction.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Towards Improving Text Classification Tasks Based on Knowledge Graphs for Limited Labeled Data.
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023
2022
Applying Hybrid Lstm-Gru Model Based on Heterogeneous Data Sources for Traffic Speed Prediction in Urban Areas.
Sensors, 2022
Augmented Score-CAM: High resolution visual interpretations for deep neural networks.
Knowl. Based Syst., 2022
A practical solution for blockchain-secured sharing of trustworthy traffic information in vehicular ad hoc networks.
Int. J. Sens. Networks, 2022
An empirical investigation of performance challenges within context-aware content sharing for vehicular ad hoc networks.
Trans. Emerg. Telecommun. Technol., 2022
A modified attention mechanism powered by Bayesian Network for user activity analysis and prediction.
Data Knowl. Eng., 2022
Traffic Management of Autonomous Vehicles using Policy Based Deep Reinforcement Learning and Intelligent Routing.
CoRR, 2022
Differentially private self-normalizing neural networks for adversarial robustness in federated learning.
Comput. Secur., 2022
CARD-B: A stacked ensemble learning technique for classification of encrypted network traffic.
Comput. Commun., 2022
SmartCon: A Blockchain-Based Framework for Smart Contracts and Transaction Management.
IEEE Access, 2022
Travel Time Prediction Using Hybridized Deep Feature Space and Machine Learning Based Heterogeneous Ensemble.
IEEE Access, 2022
A Comprehensive Artificial Intelligence Based User Intention Assessment Model from Online Reviews and Social Media.
Appl. Artif. Intell., 2022
Appl. Artif. Intell., 2022
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Proceedings of the IEEE Global Communications Conference, 2022
A Real-time, Scalable Monitoring and User Analytics Solution for Microservices-based Software Applications.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
Energy Efficient Multiprocessing Solo Mining Algorithms for Public Blockchain Systems.
Sci. Program., 2021
DiPSeN: Differentially Private Self-normalizing Neural Networks For Adversarial Robustness in Federated Learning.
CoRR, 2021
Traffic Flow Management of Autonomous Vehicles Using Deep Reinforcement Learning and Smart Rerouting.
IEEE Access, 2021
Scene Recognition by Joint Learning of DNN from Bag of Visual Words and Convolutional DCT Features.
Appl. Artif. Intell., 2021
Modeling and Predicting Online Learning Activities of Students: An HMM-LSTM based Hybrid Solution.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
RevDet: Robust and Memory Efficient Event Detection and Tracking in Large News Feeds.
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2021
2020
Short-term stock market price trend prediction using a comprehensive deep learning system.
J. Big Data, 2020
Combining the richness of GIS techniques with visualisation tools to better understand the spatial distribution of data - a case study of Chicago City crime analysis.
Int. J. Big Data Intell., 2020
CoRR, 2020
Predicting purchase probability of retail items using an ensemble learning approach and historical data.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020
Investigating Resistance of Deep Learning-based IDS against Adversaries using min-max Optimization.
Proceedings of the 2020 IEEE International Conference on Communications, 2020
An experimental study of different machine and deep learning techniques for classification of encrypted network traffic.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
J. Big Data, 2019
Int. J. Big Data Intell., 2019
The Threat of Adversarial Attacks on Machine Learning in Network Security - A Survey.
CoRR, 2019
Proceedings of the 18th IEEE International Conference On Trust, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
On Predicting Taxi Movements Modes in Porto City Using Classification and Periodic Pattern Mining.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019
Analyzing Adversarial Attacks against Deep Learning for Intrusion Detection in IoT Networks.
Proceedings of the 2019 IEEE Global Communications Conference, 2019
Evaluating the Performance of Machine Learning Sentiment Analysis Algorithms in Software Engineering.
Proceedings of the 2019 IEEE Intl Conf on Dependable, 2019
Towards comparing and using Machine Learning techniques for detecting and predicting Heart Attack and Diseases.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
Context-Aware Data-Driven Intelligent Framework for Fog Infrastructures in Internet of Vehicles.
IEEE Access, 2018
HybLoc: Hybrid Indoor Wi-Fi Localization Using Soft Clustering-Based Random Decision Forest Ensembles.
IEEE Access, 2018
Large Scale and Parallel Sentiment Analysis Based on Label Propagation in Twitter Data.
Proceedings of the 17th IEEE International Conference On Trust, 2018
Proceedings of the Intelligent Technologies and Applications, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 2018 Thirteenth International Conference on Digital Information Management (ICDIM), 2018
Proceedings of the 2018 Thirteenth International Conference on Digital Information Management (ICDIM), 2018
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018
Towards a New Approach for Empowering the MR-DBSCAN Clustering for Massive Data Using Quadtree.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018
Deep Convolutional Neural Network Learning for Activity Recognition using real-life sensor's data in smart devices.
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018
Towards a New Approach to Empower Periodic Pattern Mining for Massive Data using Map-Reduce.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018
2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
Integrated Analytics for Application Management using Stream Clustering and Semantics.
Proceedings of the ICEIS 2017, 2017
Code style analytics for the automatic setting of formatting rules in IDEs: A solution to the Tabs vs. Spaces Debate.
Proceedings of the Twelfth International Conference on Digital Information Management, 2017
Measurement and analysis of citizens requests to government for non-emergency services.
Proceedings of the Twelfth International Conference on Digital Information Management, 2017
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017
Towards MapReduce based Bayesian deep learning network for monitoring big data applications.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017
2016
Proceedings of the 15th IEEE International Conference on Machine Learning and Applications, 2016
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Semantically Formalized Logging and Advanced Analytics for Enhanced Monitoring and Management of Large-scale Applications.
PhD thesis, 2015
Reducing search space for Web Service ranking using semantic logs and Semantic FP-Tree based association rule mining.
Proceedings of the 9th IEEE International Conference on Semantic Computing, 2015
2014
Knowl. Based Syst., 2014
Analyzing Alzheimer's disease gene expression dataset using clustering and association rule mining.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Analyzing immediate correlations between names and pop culture of North America in the 21st century.
Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, 2014
Proceedings of the 2014 IEEE International Conference on Web Services, 2014
Handling incomplete data using semantic logging based Social Network Analysis Hexagon for effective application monitoring and management.
Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014
Reducing problem space using Bayesian classification on semantic logs for enhanced application monitoring and management.
Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014
2013
Proceedings of the Influence of Technology on Social Network Analysis and Mining, 2013
2012
Examining social networks between educational institutions, industrial partners, and the Canadian government.
Proceedings of the IEEE 13th International Conference on Information Reuse & Integration, 2012
2011
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
Semantically enhanced matchmaking of consumers and providers: a Canadian real estate case study.
Proceedings of the iiWAS'2011, 2011
Proceedings of the 13th IEEE International Conference on High Performance Computing & Communication, 2011
Proceedings of the 3rd Canadian Semantic Web Symposium (CSWS2011), 2011
2010
Proceedings of the Semantic Web Rules - International Symposium, 2010
Light-weight semantics and Bayesian Classification: A hybrid technique for dynamic Web Service discovery.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010
Proceedings of the International Conference on Advances in Social Networks Analysis and Mining, 2010
2009
GRISINO - A Semantic Web Services, Grid Computing and Intelligent Objects Integrated Infrastructure.
Proceedings of the Networked Knowledge - Networked Media, 2009
2008
Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008
Proceedings of the Third International Conference on Internet and Web Applications and Services, 2008
GRISINO - An Integrated Infrastructure for Semantic Web Services, Grid Computing and Intelligent Objects.
Proceedings of the Semantic Web: Research and Applications, 2008
2007
Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007
Investigating Semantic Web Service Execution Environments: A Comparison between WSMX and OWL-S Tools.
Proceedings of the International Conference on Internet and Web Applications and Services (ICIW 2007), 2007
On the Communication and Coordination Issues of Semantic Web Services using Triple Space Compunting.
Proceedings of the KWEPSY 2007 Knowledge Web PhD Symposium 2007, 2007
2006
A first step towards enabling Interoperability between Software Agents and Semantic Web Services: Multi Agent Systems adapting Web Services Standards.
Int. J. Interoperability Bus. Inf. Syst., 2006
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006
Proceedings of the 1st Semantic Authoring and Annotation Workshop (SAAW2006) located at the 5th International Semantic Web Conference ( ISWC 2006 ) 6th November 2006, 2006
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006
Bridging Multi Agent Systems and Web Services: towards interoperability between Software Agents and Semantic Web Services.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006
GRISINO: Combining Semantic Web Services, Intelligent Content Objects and Grid Computing.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006
Proceedings of the 2nd International ICST Conference on Collaborative Computing: Networking, 2006
Proceedings of the Semantic Web, 2006
2005
Autonomous Semantic Grid: Principles of Autonomous Decentralized Systems for Grid Computing.
IEICE Trans. Inf. Syst., 2005
AgentWeb Gateway - a middleware for dynamic integration of Multi Agent System and Web Services Framework.
Proceedings of the 14th IEEE International Workshops on Enabling Technologies (WETICE 2005), 2005
Detection and Prevention of Distributed Denial of Services Attacks on Wide Area Networks by Collaborative Effort of Software Agents.
Proceedings of the IASTED International Conference on Parallel and Distributed Computing and Networks, 2005
Multi Agent Systems for Enhancement of Grid/Web Services Platforms.
Proceedings of The 2005 International Symposium on Web Services and Applications, 2005
Mobile Network End Host Remote Monitoring Agent.
Proceedings of The 2005 International Conference on Internet Computing, 2005
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
A distributed services based conference planner application using software agents, grid services and web services.
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005
Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005