M. Omair Shafiq

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 53

Top Topics

Sentiment Analysis

Convolutional Neural Networks

Top Venues

Publications

Hongzhi Zhang, M. Omair Shafiq
Survey of transformers and towards ensemble learning using transformers for natural language processing. J. Big Data 11 (1) (2024)
Rami Ibrahim, M. Omair Shafiq
Explainable Convolutional Neural Networks: A Taxonomy, Review, and Future Directions. ACM Comput. Surv. 55 (10) (2023)
Hongzhi Zhang, M. Omair Shafiq
ConKGP: A Contrastive Learning Framework on Knowledge Graphs for Commonsense Reasoning with Perturbation. ICMLA (2023)
Md. Riyadh, M. Omair Shafiq
Towards Automatic Evaluation of NLG Tasks Using Conversational Large Language Models. AIAI (2) (2023)
Alexis Amezaga Hechavarria, Nader Joojili, Ahmed Abdelmoaty, M. Omair Shafiq, Akram Bin Sediq, Mats Zachrison, Hatem Abou-Zeid
Feature Engineering for Highly Irregular Network Traffic Prediction. VCC (2023)
Cathy H. Zhang, M. Omair Shafiq
A Real-time, Scalable Monitoring and User Analytics Solution for Microservices-based Software Applications. Big Data (2022)
Md. Riyadh, M. Omair Shafiq
Towards Emotion Cause Generation in Natural Language Processing using Deep Learning. ICMLA (2022)
Olakunle Ibitoye, M. Omair Shafiq, Ashraf Matrawy
Differentially private self-normalizing neural networks for adversarial robustness in federated learning. Comput. Secur. 116 (2022)
Jawad-ur-Rehman Chughtai, Irfan Ul Haq, M. Omair Shafiq, Muhammad Muneeb
Travel Time Prediction Using Hybridized Deep Feature Space and Machine Learning Based Heterogeneous Ensemble. IEEE Access 10 (2022)
Md. Riyadh, M. Omair Shafiq
GAN-BElectra: Enhanced Multi-class Sentiment Analysis with Limited Labeled Data. Appl. Artif. Intell. 36 (1) (2022)
Thankgod Obasi, M. Omair Shafiq
CARD-B: A stacked ensemble learning technique for classification of encrypted network traffic. Comput. Commun. 190 (2022)
Rami Ibrahim, M. Omair Shafiq
Augmented Score-CAM: High resolution visual interpretations for deep neural networks. Knowl. Based Syst. 252 (2022)
Alexis Amezaga Hechavarria, M. Omair Shafiq
A modified attention mechanism powered by Bayesian Network for user activity analysis and prediction. Data Knowl. Eng. 140 (2022)
Archika Sharma, M. Omair Shafiq
A Comprehensive Artificial Intelligence Based User Intention Assessment Model from Online Reviews and Social Media. Appl. Artif. Intell. 36 (1) (2022)
Alexis Amezaga Hechavarria, M. Omair Shafiq
Modeling and Predicting Online Learning Activities of Students: An HMM-LSTM based Hybrid Solution. ICMLA (2021)
Zeeshan Raza, Irfan Ul Haq, Muhammad Muneeb, M. Omair Shafiq
Energy Efficient Multiprocessing Solo Mining Algorithms for Public Blockchain Systems. Sci. Program. 2021 (2021)
Abdul Rehman, Summra Saleem, Muhammad Usman Ghani, Saira Jabeen, M. Omair Shafiq
Scene Recognition by Joint Learning of DNN from Bag of Visual Words and Convolutional DCT Features. Appl. Artif. Intell. 35 (9) (2021)
Olakunle Ibitoye, M. Omair Shafiq, Ashraf Matrawy
DiPSeN: Differentially Private Self-normalizing Neural Networks For Adversarial Robustness in Federated Learning. CoRR (2021)
Md. Riyadh, M. Omair Shafiq
Towards Multi-class Sentiment Analysis With Limited Labeled Data. IEEE BigData (2021)
Jingyi Shen, M. Omair Shafiq
Short-term stock market price trend prediction using a comprehensive deep learning system. J. Big Data 7 (1) (2020)
Rana Abou Khamis, M. Omair Shafiq, Ashraf Matrawy
Investigating Resistance of Deep Learning-based IDS against Adversaries using min-max Optimization. ICC (2020)
Thankgod Obasi, M. Omair Shafiq
An experimental study of different machine and deep learning techniques for classification of encrypted network traffic. IEEE BigData (2020)
Omar Ibrahim Bani-Taha, M. Omair Shafiq
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. 7 (1) (2020)
Archika Sharma, M. Omair Shafiq
Predicting purchase probability of retail items using an ensemble learning approach and historical data. ICMLA (2020)
Olakunle Ibitoye, Ashraf Matrawy, M. Omair Shafiq
A GAN-based Approach for Mitigating Inference Attacks in Smart Home Environment. CoRR (2020)
Rami Ibrahim, M. Omair Shafiq
Extended results from the measurement and analysis of safety in a large city. Int. J. Big Data Intell. 6 (2) (2019)
Rami Ibrahim, M. Omair Shafiq
On Predicting Taxi Movements Modes in Porto City Using Classification and Periodic Pattern Mining. HPCC/SmartCity/DSS (2019)
Olakunle Ibitoye, M. Omair Shafiq, Ashraf Matrawy
Analyzing Adversarial Attacks against Deep Learning for Intrusion Detection in IoT Networks. GLOBECOM (2019)
Olakunle Ibitoye, M. Omair Shafiq, Ashraf Matrawy
Analyzing Adversarial Attacks Against Deep Learning for Intrusion Detection in IoT Networks. CoRR (2019)
Yibing Yang, M. Omair Shafiq
Identifying High Value Users in Twitter Based on Text Mining Approaches. TrustCom/BigDataSE (2019)
Jingyi Shen, M. Omair Shafiq
Learning Mobile Application Usage - A Deep Learning Approach. ICMLA (2019)
Thankgod Obasi, M. Omair Shafiq
Towards comparing and using Machine Learning techniques for detecting and predicting Heart Attack and Diseases. IEEE BigData (2019)
Jingyi Shen, Olga Baysal, M. Omair Shafiq
Evaluating the Performance of Machine Learning Sentiment Analysis Algorithms in Software Engineering. DASC/PiCom/DataCom/CyberSciTech (2019)
Rana Abou Khamis, M. Omair Shafiq, Ashraf Matrawy
Investigating Resistance of Deep Learning-based IDS against Adversaries using min-max Optimization. CoRR (2019)
Olakunle Ibitoye, Rana Abou Khamis, Ashraf Matrawy, M. Omair Shafiq
The Threat of Adversarial Attacks on Machine Learning in Network Security - A Survey. CoRR (2019)
Rami Ibrahim, M. Omair Shafiq
Detecting taxi movements using Random Swap clustering and sequential pattern mining. J. Big Data 6 (2019)
Rami Ibrahim, M. Omair Shafiq
Mining Trajectory Data and Identifying Patterns for Taxi Movement Trips. ICDIM (2018)
Abdihakim Mao, M. Omair Shafiq
On the Analysis of a Public Dataset for Diabetes. ICDIM (2018)
Yibing Yang, M. Omair Shafiq
Large Scale and Parallel Sentiment Analysis Based on Label Propagation in Twitter Data. TrustCom/BigDataSE (2018)
Maryam Fekri, M. Omair Shafiq
Deep Convolutional Neural Network Learning for Activity Recognition using real-life sensor's data in smart devices. HealthCom (2018)
Jingyi Shen, M. Omair Shafiq
Deep Learning Convolutional Neural Networks with Dropout - A Parallel Approach. ICMLA (2018)
Beenish A. Akram, Ali Hammad Akbar, M. Omair Shafiq
HybLoc: Hybrid Indoor Wi-Fi Localization Using Soft Clustering-Based Random Decision Forest Ensembles. IEEE Access 6 (2018)
Rami Ibrahim, M. Omair Shafiq
Towards a New Approach for Empowering the MR-DBSCAN Clustering for Massive Data Using Quadtree. HPCC/SmartCity/DSS (2018)
William Hamilton, M. Omair Shafiq
Opponent Resource Prediction in StarCraft Using Imperfect Information. ICBK (2018)
Rami Ibrahim, M. Omair Shafiq
Towards a New Approach to Empower Periodic Pattern Mining for Massive Data using Map-Reduce. IEEE BigData (2018)
Rami Ibrahim, M. Omair Shafiq
On the Measurement and Analysis of Safety in a Large City. DASC/PiCom/DataCom/CyberSciTech (2017)
Rami Ibrahim, M. Omair Shafiq
Measurement and analysis of citizens requests to government for non-emergency services. ICDIM (2017)
M. Omair Shafiq
Integrated Analytics for Application Management using Stream Clustering and Semantics. ICEIS (1) (2017)
Eric Torunski, M. Omair Shafiq, Anthony D. Whitehead
Code style analytics for the automatic setting of formatting rules in IDEs: A solution to the Tabs vs. Spaces Debate. ICDIM (2017)
M. Omair Shafiq, Eric Torunski
Towards MapReduce based Bayesian deep learning network for monitoring big data applications. IEEE BigData (2017)
M. Omair Shafiq, Maryam Fekri, Rami Ibrahim
MapReduce Based Classification for Fault Detection in Big Data Applications. ICMLA (2017)
M. Omair Shafiq, Eric Torunski
A Parallel K-Medoids Algorithm for Clustering based on MapReduce. ICMLA (2016)
M. Omair Shafiq
Event segmentation using MapReduce based big data clustering. IEEE BigData (2016)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
On personalizing Web search using social network analysis. Inf. Sci. 314 (2015)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Reducing search space for Web Service ranking using semantic logs and Semantic FP-Tree based association rule mining. ICSC (2015)
Abra Gurnett, Robin Besson, M. Omair Shafiq, Reda Alhajj
Analyzing immediate correlations between names and pop culture of North America in the 21st century. IRI (2014)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Log based business process engineering using fuzzy web service discovery. Knowl. Based Syst. 60 (2014)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Frequent Pattern Mining Using Semantic FP-Growth for Effective Web Service Ranking. ICWS (2014)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Reducing problem space using Bayesian classification on semantic logs for enhanced application monitoring and management. ICCI*CC (2014)
Benoit Le Queau, M. Omair Shafiq, Reda Alhajj
Analyzing Alzheimer's disease gene expression dataset using clustering and association rule mining. IRI (2014)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Handling incomplete data using semantic logging based Social Network Analysis Hexagon for effective application monitoring and management. ASONAM (2014)
Connie Yau, Mark Straight, Rahul Bir, Omar Addam, M. Omair Shafiq, Reda Alhajj
Examining social networks between educational institutions, industrial partners, and the Canadian government. IRI (2012)
Joe Strathern, Samer Awadh, Samir Chokshi, M. Omair Shafiq, Reda Alhajj
Research 2.0: Research-supporting features of World Wide Web. IRI (2011)
Harold Boley, M. Omair Shafiq, Derek Smith, Taylor Michael Osmun
The Social Semantic Subweb of Virtual Patient Support Groups. CSWS (2011)
Freddy Poon, Thomas Chin, Matt Bentrovato, M. Omair Shafiq, Alan Chia-Lung Chen, Flouris Triant, Jon G. Rokne, Reda Alhajj
Semantically enhanced matchmaking of consumers and providers: a Canadian real estate case study. iiWAS (2011)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
On the Social Aspects of Personalized Ranking for Web Services. HPCC (2011)
Harold Boley, Adrian Paschke, M. Omair Shafiq
RuleML 1.0: The Overarching Specification of Web Rules. RuleML (2010)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne
Community Aware Personalized Web Search. ASONAM (2010)
M. Omair Shafiq, Reda Alhajj, Jon G. Rokne, Ioan Toma
Light-weight semantics and Bayesian Classification: A hybrid technique for dynamic Web Service discovery. IRI (2010)
Maciej Zaremba, Tomas Vitvar, Jacek Kopecký, M. Omair Shafiq
WSMX Middleware for Dynamic Discovery in B2B Integration. ICSC (2008)
M. Omair Shafiq, François Scharffe, Daniel Wutke, Germán Toro del Valle
Resolving Data Heterogeneity Issues in Open Distributed Communication Middleware. ICIW (2008)
Ioan Toma, Tobias Bürger, M. Omair Shafiq, Daniel Dögl
GRISINO - An Integrated Infrastructure for Semantic Web Services, Grid Computing and Intelligent Objects. ESWC (2008)
M. Omair Shafiq, Michal Zaremba, Dieter Fensel
On communication and coordination issues of Semantic Web Services. ICWS (2007)
M. Omair Shafiq, Matthew Moran, Emilia Cimpian, Adrian Mocan, Michal Zaremba, Dieter Fensel
Investigating Semantic Web Service Execution Environments: A Comparison between WSMX and OWL-S Tools. ICIW (2007)
M. Omair Shafiq
On the Communication and Coordination Issues of Semantic Web Services using Triple Space Compunting. KWEPSY (2007)
Dieter Fensel, Reto Krummenacher, M. Omair Shafiq, eva Kühn, Johannes Riemer, Ying Ding, B. Draxler
TSC - Triple Space Computing. Elektrotech. Informationstechnik 124 (1-2) (2007)
M. Omair Shafiq, Dieter Fensel, Hiroki Suguri, Arshad Ali
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. 2 (2006)
Yihong Ding, David W. Embley, Ying Ding, M. Omair Shafiq
Avoiding Deceptive Annotations in the Semantic Web. SAAW@ISWC (2006)
Ioan Toma, Tobias Bürger, M. Omair Shafiq, Daniel Dögl, Wernher Behrendt, Dieter Fensel
GRISINO: Combining Semantic Web Services, Intelligent Content Objects and Grid Computing. e-Science (2006)
M. Omair Shafiq
Triple Space Computing for Semantic Web Services - A PhD Roadmap. ISWC (2006)
M. Omair Shafiq, François Scharffe, Reto Krummenacher, Ying Ding, Dieter Fensel
Data Mediation Support for Triple Space Computing. CollaborateCom (2006)
M. Omair Shafiq, Reto Krummenacher, Francisco Martín-Recuerda, Ying Ding, Dieter Fensel
Triple Space Computing Middleware for Semantic Web Services. EDOC Workshops (2006)
Johannes Riemer, Francisco Martín-Recuerda, Ying Ding, Martin Murth, Brahmananda Sapkota, Reto Krummenacher, M. Omair Shafiq, Dieter Fensel, eva Kühn
Triple Space Computing: Adding Semantics to Space-Based Computing. ASWC (2006)
M. Omair Shafiq, Ying Ding, Dieter Fensel
Bridging Multi Agent Systems and Web Services: towards interoperability between Software Agents and Semantic Web Services. EDOC (2006)
M. Omair Shafiq, Arshad Ali, Amina Tariq, Amna Basharat, Hafiz Farooq Ahmad, Hiroki Suguri, Fawad Nazir
A distributed services based conference planner application using software agents, grid services and web services. AAMAS (2005)
Hafiz Farooq Ahmad, Hiroki Suguri, M. Omair Shafiq, Arshad Ali
Mobile Network End Host Remote Monitoring Agent. International Conference on Internet Computing (2005)
M. Omair Shafiq, Arshad Ali, Hafiz Farooq Ahmad, Hiroki Suguri
Multi Agent Systems for Enhancement of Grid/Web Services Platforms. ISWS (2005)
M. Omair Shafiq, Arshad Ali, Hafiz Farooq Ahmad, Hiroki Suguri
AgentWeb Gateway - a middleware for dynamic integration of Multi Agent System and Web Services Framework. WETICE (2005)
M. Omair Shafiq, Hafiz Farooq Ahmad, Hiroki Suguri, Arshad Ali
Autonomous Semantic Grid: Principles of Autonomous Decentralized Systems for Grid Computing. IEICE Trans. Inf. Syst. (12) (2005)
Hafiz Farooq Ahmad, Hiroki Suguri, Arshad Ali, Sarmad Malik, Muazzam Mugal, M. Omair Shafiq, Amina Tariq, Amna Basharat
Scalable fault tolerant Agent Grooming Environment: SAGE. AAMAS (2005)
M. Omair Shafiq, Arshad Ali, Ejaz Ahmad, Hafiz Farooq Ahmad, Hiroki Suguri
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 (2005)
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
NETDEMO: openNet networked agents demonstration. AAMAS (2005)