M. Omair Shafiq

106 papers A 5B 9C 16Misc 6Journal 28Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Graph Integrated Transformers for Community Detection in Social Networks. CoRR Heba Zahran, M. Omair Shafiq
2025	J	`jnl`	Extending TriRAG for Advancing Retrieval-Augmented Generation Method with Triple-Based Knowledge Graphs for Improved Question Answering. Int. J. Semantic Comput. Hongzhi Zhang, M. Omair Shafiq
2025	B	`conf`	Graph Integrated Transformers for Community Detection in Social Networks. GLOBECOM Heba Zahran, M. Omair Shafiq
2025	—	`conf`	MediTriR: A Triple-Driven Approach to Retrieval-Augmented Generation for Medical Question Answering Tasks. ICSC Hongzhi Zhang, M. Omair Shafiq
2025	—	`conf`	TriRAG: Enhancing Retrieval-Augmented Generation Method with Triple-Based Knowledge Graphs for Improved Question Answering. ICSC Hongzhi Zhang, M. Omair Shafiq
2024	C	`conf`	ECSGen and iZen: A New NLP Task and a Zeroshot Framework to Perform it. ICMLA Md. Riyadh, M. Omair Shafiq
2024	B	`conf`	From Graph Paths to Natural Language: Enhancing LLM Reasoning for Multi-choice Question-Answering Tasks. IEEE Big Data Hongzhi Zhang, M. Omair Shafiq
2024	J	`jnl`	Survey of transformers and towards ensemble learning using transformers for natural language processing. J. Big Data Hongzhi Zhang, M. Omair Shafiq
2024	—	`conf`	Triple-Aware Reasoning: A Retrieval-Augmented Generation Approach for Enhancing Question-Answering Tasks with Knowledge Graphs and Large Language Models. Canadian AI Hongzhi Zhang, M. Omair Shafiq
2023	C	`conf`	ConKGP: A Contrastive Learning Framework on Knowledge Graphs for Commonsense Reasoning with Perturbation. ICMLA Hongzhi Zhang, M. Omair Shafiq
2023	J	`jnl`	Explainable Convolutional Neural Networks: A Taxonomy, Review, and Future Directions. ACM Comput. Surv. Rami Ibrahim, M. Omair Shafiq
2023	—	`conf`	Feature Engineering for Highly Irregular Network Traffic Prediction. VCC Alexis Amezaga Hechavarria, Nader Joojili, Ahmed Abdelmoaty, M. Omair Shafiq, Akram Bin Sediq, Mats Zachrison, Hatem Abou-Zeid
2023	—	`conf`	Towards Automatic Evaluation of NLG Tasks Using Conversational Large Language Models. AIAI (2) Md. Riyadh, M. Omair Shafiq
2022	J	`jnl`	A Comprehensive Artificial Intelligence Based User Intention Assessment Model from Online Reviews and Social Media. Appl. Artif. Intell. Archika Sharma, M. Omair Shafiq
2022	B	`conf`	A Real-time, Scalable Monitoring and User Analytics Solution for Microservices-based Software Applications. IEEE Big Data Cathy H. Zhang, M. Omair Shafiq
2022	J	`jnl`	A modified attention mechanism powered by Bayesian Network for user activity analysis and prediction. Data Knowl. Eng. Alexis Amezaga Hechavarria, M. Omair Shafiq
2022	J	`jnl`	Augmented Score-CAM: High resolution visual interpretations for deep neural networks. Knowl. Based Syst. Rami Ibrahim, M. Omair Shafiq
2022	J	`jnl`	CARD-B: A stacked ensemble learning technique for classification of encrypted network traffic. Comput. Commun. Thankgod Obasi, M. Omair Shafiq
2022	J	`jnl`	Differentially private self-normalizing neural networks for adversarial robustness in federated learning. Comput. Secur. Olakunle Ibitoye, M. Omair Shafiq, Ashraf Matrawy
2022	J	`jnl`	GAN-BElectra: Enhanced Multi-class Sentiment Analysis with Limited Labeled Data. Appl. Artif. Intell. Md. Riyadh, M. Omair Shafiq
2022	C	`conf`	Towards Emotion Cause Generation in Natural Language Processing using Deep Learning. ICMLA Md. Riyadh, M. Omair Shafiq
2022	J	`jnl`	Travel Time Prediction Using Hybridized Deep Feature Space and Machine Learning Based Heterogeneous Ensemble. IEEE Access Jawad-ur-Rehman Chughtai, Irfan Ul Haq, M. Omair Shafiq, Muhammad Muneeb
2021	J	`jnl`	DiPSeN: Differentially Private Self-normalizing Neural Networks For Adversarial Robustness in Federated Learning. CoRR Olakunle Ibitoye, M. Omair Shafiq, Ashraf Matrawy
2021	J	`jnl`	Energy Efficient Multiprocessing Solo Mining Algorithms for Public Blockchain Systems. Sci. Program. Zeeshan Raza, Irfan Ul Haq, Muhammad Muneeb, M. Omair Shafiq
2021	C	`conf`	Modeling and Predicting Online Learning Activities of Students: An HMM-LSTM based Hybrid Solution. ICMLA Alexis Amezaga Hechavarria, M. Omair Shafiq
2021	J	`jnl`	Scene Recognition by Joint Learning of DNN from Bag of Visual Words and Convolutional DCT Features. Appl. Artif. Intell. Abdul Rehman, Summra Saleem, Muhammad Usman Ghani, Saira Jabeen, M. Omair Shafiq
2021	—	`conf`	Towards Multi-class Sentiment Analysis With Limited Labeled Data. IEEE BigData Md. Riyadh, M. Omair Shafiq
2020	J	`jnl`	A GAN-based Approach for Mitigating Inference Attacks in Smart Home Environment. CoRR Olakunle Ibitoye, Ashraf Matrawy, M. Omair Shafiq
2020	—	`conf`	An experimental study of different machine and deep learning techniques for classification of encrypted network traffic. IEEE BigData Thankgod Obasi, M. Omair Shafiq
2020	J	`jnl`	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. Omar Ibrahim Bani-Taha, M. Omair Shafiq
2020	—	`conf`	Investigating Resistance of Deep Learning-based IDS against Adversaries using min-max Optimization. ICC Rana Abou Khamis, M. Omair Shafiq, Ashraf Matrawy
2020	C	`conf`	Predicting purchase probability of retail items using an ensemble learning approach and historical data. ICMLA Archika Sharma, M. Omair Shafiq
2020	J	`jnl`	Short-term stock market price trend prediction using a comprehensive deep learning system. J. Big Data Jingyi Shen, M. Omair Shafiq
2019	J	`jnl`	Analyzing Adversarial Attacks Against Deep Learning for Intrusion Detection in IoT Networks. CoRR Olakunle Ibitoye, M. Omair Shafiq, Ashraf Matrawy
2019	B	`conf`	Analyzing Adversarial Attacks against Deep Learning for Intrusion Detection in IoT Networks. GLOBECOM Olakunle Ibitoye, M. Omair Shafiq, Ashraf Matrawy
2019	J	`jnl`	Detecting taxi movements using Random Swap clustering and sequential pattern mining. J. Big Data Rami Ibrahim, M. Omair Shafiq
2019	—	`conf`	Evaluating the Performance of Machine Learning Sentiment Analysis Algorithms in Software Engineering. DASC/PiCom/DataCom/CyberSciTech Jingyi Shen, Olga Baysal, M. Omair Shafiq
2019	J	`jnl`	Extended results from the measurement and analysis of safety in a large city. Int. J. Big Data Intell. Rami Ibrahim, M. Omair Shafiq
2019	—	`conf`	Identifying High Value Users in Twitter Based on Text Mining Approaches. TrustCom/BigDataSE Yibing Yang, M. Omair Shafiq
2019	J	`jnl`	Investigating Resistance of Deep Learning-based IDS against Adversaries using min-max Optimization. CoRR Rana Abou Khamis, M. Omair Shafiq, Ashraf Matrawy
2019	C	`conf`	Learning Mobile Application Usage - A Deep Learning Approach. ICMLA Jingyi Shen, M. Omair Shafiq
2019	—	`conf`	On Predicting Taxi Movements Modes in Porto City Using Classification and Periodic Pattern Mining. HPCC/SmartCity/DSS Rami Ibrahim, M. Omair Shafiq
2019	J	`jnl`	The Threat of Adversarial Attacks on Machine Learning in Network Security - A Survey. CoRR Olakunle Ibitoye, Rana Abou Khamis, Ashraf Matrawy, M. Omair Shafiq
2019	—	`conf`	Towards comparing and using Machine Learning techniques for detecting and predicting Heart Attack and Diseases. IEEE BigData Thankgod Obasi, M. Omair Shafiq
2018	C	`conf`	Deep Convolutional Neural Network Learning for Activity Recognition using real-life sensor's data in smart devices. HealthCom Maryam Fekri, M. Omair Shafiq
2018	C	`conf`	Deep Learning Convolutional Neural Networks with Dropout - A Parallel Approach. ICMLA Jingyi Shen, M. Omair Shafiq
2018	J	`jnl`	HybLoc: Hybrid Indoor Wi-Fi Localization Using Soft Clustering-Based Random Decision Forest Ensembles. IEEE Access Beenish A. Akram, Ali Hammad Akbar, M. Omair Shafiq
2018	—	`conf`	Large Scale and Parallel Sentiment Analysis Based on Label Propagation in Twitter Data. TrustCom/BigDataSE Yibing Yang, M. Omair Shafiq
2018	—	`conf`	Mining Trajectory Data and Identifying Patterns for Taxi Movement Trips. ICDIM Rami Ibrahim, M. Omair Shafiq
2018	—	`conf`	On the Analysis of a Public Dataset for Diabetes. ICDIM Abdihakim Mao, M. Omair Shafiq
2018	—	`conf`	Opponent Resource Prediction in StarCraft Using Imperfect Information. ICBK William Hamilton, M. Omair Shafiq
2018	—	`conf`	Towards a New Approach for Empowering the MR-DBSCAN Clustering for Massive Data Using Quadtree. HPCC/SmartCity/DSS Rami Ibrahim, M. Omair Shafiq
2018	—	`conf`	Towards a New Approach to Empower Periodic Pattern Mining for Massive Data using Map-Reduce. IEEE BigData Rami Ibrahim, M. Omair Shafiq
2017	—	`conf`	Code style analytics for the automatic setting of formatting rules in IDEs: A solution to the Tabs vs. Spaces Debate. ICDIM Eric Torunski, M. Omair Shafiq, Anthony D. Whitehead
2017	—	`conf`	Integrated Analytics for Application Management using Stream Clustering and Semantics. ICEIS (1) M. Omair Shafiq
2017	C	`conf`	MapReduce Based Classification for Fault Detection in Big Data Applications. ICMLA M. Omair Shafiq, Maryam Fekri, Rami Ibrahim
2017	—	`conf`	Measurement and analysis of citizens requests to government for non-emergency services. ICDIM Rami Ibrahim, M. Omair Shafiq
2017	—	`conf`	On the Measurement and Analysis of Safety in a Large City. DASC/PiCom/DataCom/CyberSciTech Rami Ibrahim, M. Omair Shafiq
2017	—	`conf`	Towards MapReduce based Bayesian deep learning network for monitoring big data applications. IEEE BigData M. Omair Shafiq, Eric Torunski
2016	C	`conf`	A Parallel K-Medoids Algorithm for Clustering based on MapReduce. ICMLA M. Omair Shafiq, Eric Torunski
2016	—	`conf`	Event segmentation using MapReduce based big data clustering. IEEE BigData M. Omair Shafiq
2015	J	`jnl`	On personalizing Web search using social network analysis. Inf. Sci. M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2015	—	`conf`	Reducing search space for Web Service ranking using semantic logs and Semantic FP-Tree based association rule mining. ICSC M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2015	—	`—`	Semantically Formalized Logging and Advanced Analytics for Enhanced Monitoring and Management of Large-scale Applications. M. Omair Shafiq
2014	Misc	`conf`	Analyzing Alzheimer's disease gene expression dataset using clustering and association rule mining. IRI Benoit Le Queau, M. Omair Shafiq, Reda Alhajj
2014	Misc	`conf`	Analyzing immediate correlations between names and pop culture of North America in the 21st century. IRI Abra Gurnett, Robin Besson, M. Omair Shafiq, Reda Alhajj
2014	A	`conf`	Frequent Pattern Mining Using Semantic FP-Growth for Effective Web Service Ranking. ICWS M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2014	B	`conf`	Handling incomplete data using semantic logging based Social Network Analysis Hexagon for effective application monitoring and management. ASONAM M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2014	J	`jnl`	Log based business process engineering using fuzzy web service discovery. Knowl. Based Syst. M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2014	—	`conf`	Reducing problem space using Bayesian classification on semantic logs for enhanced application monitoring and management. ICCI*CC M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2013	—	`ch.`	Integrating Online Social Network Analysis in Personalized Web Search. The Influence of Technology on Social Network Analysis and Mining M. Omair Shafiq, Tamer N. Jarada, Panagiotis Karampelas, Reda Alhajj, Jon G. Rokne
2012	Misc	`conf`	Examining social networks between educational institutions, industrial partners, and the Canadian government. IRI Connie Yau, Mark Straight, Rahul Bir, Omar Addam, M. Omair Shafiq, Reda Alhajj
2011	C	`conf`	On the Social Aspects of Personalized Ranking for Web Services. HPCC M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2011	Misc	`conf`	Research 2.0: Research-supporting features of World Wide Web. IRI Joe Strathern, Samer Awadh, Samir Chokshi, M. Omair Shafiq, Reda Alhajj
2011	C	`conf`	Semantically enhanced matchmaking of consumers and providers: a Canadian real estate case study. iiWAS Freddy Poon, Thomas Chin, Matt Bentrovato, M. Omair Shafiq, Alan Chia-Lung Chen, Flouris Triant, Jon G. Rokne, Reda Alhajj
2011	—	`conf`	The Social Semantic Subweb of Virtual Patient Support Groups. CSWS Harold Boley, M. Omair Shafiq, Derek Smith, Taylor Michael Osmun
2010	B	`conf`	Community Aware Personalized Web Search. ASONAM M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
2010	Misc	`conf`	Light-weight semantics and Bayesian Classification: A hybrid technique for dynamic Web Service discovery. IRI M. Omair Shafiq, Reda Alhajj, Jon G. Rokne, Ioan Toma
2010	—	`ed.`	Proceedings of the RuleML-2010 Challenge, at the 4th International Web Rule Symposium, Washington, DC, USA, October, 21-23, 2010 RuleML Challenge Monica Palmirani, M. Omair Shafiq, Enrico Francesconi, Fabio Vitali
2010	—	`conf`	RuleML 1.0: The Overarching Specification of Web Rules. RuleML Harold Boley, Adrian Paschke, M. Omair Shafiq
2009	—	`ch.`	GRISINO - A Semantic Web Services, Grid Computing and Intelligent Objects Integrated Infrastructure. Networked Knowledge - Networked Media - Integrating Knowledge Management Tobias Bürger, Ioan Toma, M. Omair Shafiq, Daniel Dögl, Andreas Gruber
2008	B	`conf`	GRISINO - An Integrated Infrastructure for Semantic Web Services, Grid Computing and Intelligent Objects. ESWC Ioan Toma, Tobias Bürger, M. Omair Shafiq, Daniel Dögl
2008	—	`ed.`	Proceedings of the 6th International Workshop on Evaluation of Ontology-based Tools and the Semantic Web Service Challenge (EON-SWSC-2008), Tenerife, Spain, June 1-2, 2008 EON Raul Garcia-Castro, Asunción Gómez-Pérez, Charles J. Petrie, Emanuele Della Valle, Ulrich Küster, Michal Zaremba, M. Omair Shafiq
2008	—	`ed.`	Proceedings of the Workshop on Semantics for Web Services, SemWS 2006, Zurich, Switzerland, December 4-6, 2006 SemWS M. Omair Shafiq
2008	C	`conf`	Resolving Data Heterogeneity Issues in Open Distributed Communication Middleware. ICIW M. Omair Shafiq, François Scharffe, Daniel Wutke, Germán Toro del Valle
2008	—	`conf`	WSMX Middleware for Dynamic Discovery in B2B Integration. ICSC Maciej Zaremba, Tomas Vitvar, Jacek Kopecký, M. Omair Shafiq
2007	C	`conf`	Investigating Semantic Web Service Execution Environments: A Comparison between WSMX and OWL-S Tools. ICIW M. Omair Shafiq, Matthew Moran, Emilia Cimpian, Adrian Mocan, Michal Zaremba, Dieter Fensel
2007	A	`conf`	On communication and coordination issues of Semantic Web Services. ICWS M. Omair Shafiq, Michal Zaremba, Dieter Fensel
2007	—	`conf`	On the Communication and Coordination Issues of Semantic Web Services using Triple Space Compunting. KWEPSY M. Omair Shafiq
2007	J	`jnl`	TSC - Triple Space Computing. Elektrotech. Informationstechnik Dieter Fensel, Reto Krummenacher, M. Omair Shafiq, Eva Kühn, Johannes Riemer, Ying Ding, Bernd Draxler
2006	J	`jnl`	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. M. Omair Shafiq, Dieter Fensel, Hiroki Suguri, Arshad Ali
2006	—	`conf`	Avoiding Deceptive Annotations in the Semantic Web. SAAW@ISWC Yihong Ding, David W. Embley, Ying Ding, M. Omair Shafiq
2006	B	`conf`	Bridging Multi Agent Systems and Web Services: towards interoperability between Software Agents and Semantic Web Services. EDOC M. Omair Shafiq, Ying Ding, Dieter Fensel
2006	C	`conf`	Data Mediation Support for Triple Space Computing. CollaborateCom M. Omair Shafiq, François Scharffe, Reto Krummenacher, Ying Ding, Dieter Fensel
2006	B	`conf`	GRISINO: Combining Semantic Web Services, Intelligent Content Objects and Grid Computing. e-Science Ioan Toma, Tobias Bürger, M. Omair Shafiq, Daniel Dögl, Wernher Behrendt, Dieter Fensel
2006	—	`conf`	Triple Space Computing Middleware for Semantic Web Services. EDOC Workshops M. Omair Shafiq, Reto Krummenacher, Francisco Martín-Recuerda, Ying Ding, Dieter Fensel
2006	Misc	`conf`	Triple Space Computing for Semantic Web Services - A PhD Roadmap. ISWC M. Omair Shafiq
2006	—	`conf`	Triple Space Computing: Adding Semantics to Space-Based Computing. ASWC Johannes Riemer, Francisco Martín-Recuerda, Ying Ding, Martin Murth, Brahmananda Sapkota, Reto Krummenacher, M. Omair Shafiq, Dieter Fensel, Eva Kühn
2005	A	`conf`	A distributed services based conference planner application using software agents, grid services and web services. AAMAS M. Omair Shafiq, Arshad Ali, Amina Tariq, Amna Basharat, Hafiz Farooq Ahmad, Hiroki Suguri, Fawad Nazir
2005	C	`conf`	AgentWeb Gateway - a middleware for dynamic integration of Multi Agent System and Web Services Framework. WETICE M. Omair Shafiq, Arshad Ali, Hafiz Farooq Ahmad, Hiroki Suguri
2005	J	`jnl`	Autonomous Semantic Grid: Principles of Autonomous Decentralized Systems for Grid Computing. IEICE Trans. Inf. Syst. M. Omair Shafiq, Hafiz Farooq Ahmad, Hiroki Suguri, Arshad Ali
2005	—	`conf`	Detection and Prevention of Distributed Denial of Services Attacks on Wide Area Networks by Collaborative Effort of Software Agents. Parallel and Distributed Computing and Networks M. Omair Shafiq, Arshad Ali, Ejaz Ahmad, Hafiz Farooq Ahmad, Hiroki Suguri
2005	—	`conf`	Mobile Network End Host Remote Monitoring Agent. International Conference on Internet Computing Hafiz Farooq Ahmad, Hiroki Suguri, M. Omair Shafiq, Arshad Ali
2005	—	`conf`	Multi Agent Systems for Enhancement of Grid/Web Services Platforms. ISWS M. Omair Shafiq, Arshad Ali, Hafiz Farooq Ahmad, Hiroki Suguri
2005	A	`conf`	NETDEMO: openNet networked agents demonstration. AAMAS Steven Willmott, Martin D. Beer, Richard Hill, Dominic A. P. Greenwood, Monique Calisti, Ian D. Mathieson, Lin Padgham, Christine Reese, Kolja Lehmann, Thorsten Scholz, M. Omair Shafiq
2005	A	`conf`	Scalable fault tolerant Agent Grooming Environment: SAGE. AAMAS Hafiz Farooq Ahmad, Hiroki Suguri, Arshad Ali, Sarmad Malik, Muazzam Mugal, M. Omair Shafiq, Amina Tariq, Amna Basharat