Machine Learning Research Towards Combating COVID-19: Virus Detection, Spread Prevention,
and Medical Assistance (under review) O. Shahid, M. Nasajpour, S. Pouriyeh, R.M. Parizi, M. Hang, M. Valero, F. Li, M. Aledhari, Q.Z. Sheng. Journal of Biomedical Informatics
Towards Federated Learning-based IoT Security S. Pouriyeh, R.M. Parizi. KSU Conference on Cybersecurity Education, Research and Practice
Internet of Things for Current COVID-19 and Future Pandemics: An Exploratory Study M. Nasajpour, S. Pouriyeh, R.M. Parizi, M. Dorodchi, M. Valero, H.R. Arabnia. Journal of Healthcare Informatics Research
Security and Privacy of Federated Learning for On Device Decentralized Data V. Mothukuri, R.M. Parizi, S. Pouriyeh, Y. Huang, A. Dehghantanha, G. Srivastava. Future Generation Computer Systems Journal
Phishing Prevention Using Defense in Depth J. Williams, J. King, B. Smith, S. Pouriyeh, H. Shahriar, L. Li. The 2020 World Congress in Computer Science, Computer Engineering, & Applied Computing
(CSCE 2020)
Integrating Blockchain Technology into Healthcare J. Vyas, M. Han, L. Li, S. Pouriyeh, S. He. The Annual ACM Southeast Conference Hosted by Department of Electrical Engineering
(ACMSE 2020)
Combining Semantic Graph and Probabilistic Topic Models for Discovering Coherent Topics M. Allahyari, S. Pouriyeh, K. Kochut. Web Intelligence Journal
Ontology Summarization: Graph-Based Methods and Beyond S. Pouriyeh, M. Allahyari, Q. Liu, G. Cheng, H. Arabnia, M. Atzori, F. Ghareh Mohammadi, K. Kochut. International Journal of Semantic Computing.
R-LDA: Profiling RDF datasets using Knowledge-based Topic Modeling S. Pouriyeh, M. Allahyari, G. Cheng, H. Arabnia, K. Kochut. The 13th IEEE International Conference on Semantic Computing, ICSC 2019.
Graph-based Methods for Ontology Summarization: A Survey S. Pouriyeh, M. Allahyari, Q. Liu, G. Cheng, H. Arabnia, M. Atzori, K. Kochut. The First IEEE International Conference on Artificial Intelligence and Knowledge
Engineering, AIKE 2018.
Efficient Processing of Range Queries over Distributed Relational Databases R. Price, L. Ramaswamy, S. Pouriyeh. 19th IEEE International Conference on Information Reuse and Integration for Data
Science, IEEE IRI 2018.
Combining Word Embedding and Knowledge-Based Topic Modeling for Entity Summarization S. Pouriyeh, M. Allahyari, K. Kochut, G. Cheng, H. Arabnia. 12th IEEE International Conference on Semantic Computing, ICSC 2018 (acceptance rate
22.56% = 30/133).
ES-LDA: Entity Summarization using Knowledge-based Topic Modeling S. Pouriyeh, M. Allahyari, K. Kochut, G. Cheng, H. Arabnia. International Joint Conference on Natural Language Processing, IJCNLP 2017 (acceptance
rate 31% = 179/580).
Probabilistic Topic Modeling Based Framework for Exploration of Rdf Data S. Pouriyeh University of Georgia
A Knowledge-based Topic Modeling Approach for Automatic Topic Labeling M. Allahyari, S. Pouriyeh, K. Kochut, H. Arabnia. International Journal of Advanced Computer Science and Applications, September 2017.
A Vision for Health Informatics: Introducing the SKED Framework An Extensible Architecture
for Scientific Knowledge Extraction from Data E.Trippe, J. Aguilar, Y. Yan, M. Nural, J. Brady, M. Assefi, S. Safaei, M. Allahyari,
S. Pouriyeh, M. Galinski, J. Kissinger, J. Gutierrez. bigdas: Big Data Analytics as a Service - bigdas@KDD2017, Canada.
A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques M. Allahyari, S. Pouriyeh, M. Assefi, S. Safaei, E. Trippe, J. Gutierrez, K. Kochut. bigdas: Big Data Analytics as a Service - bigdas@KDD2017, Canada.
Text Summarization Techniques: A Brief Survey M. Allahyari, S. Pouriyeh, M. Assefi, S. Safaei, E. Trippe, J. Gutierrez, K. Kochut. International Journal of Advanced Computer Science and Applications, October 2017.
OntoLDA: An Ontology-based Topic Model for Automatic Topic Labeling M. Allahyari, S. Pouriyeh, K. Kochut, H. Arabnia IOS Press
A Comprehensive Investigation and Comparison of Machine Learning Techniques in the
Domain of Heart Disease S. Pouriyeh, S. Vahid, G. Sannino, G. Pietro, H. Arabnia, J. Gutierrez. IEEE Symposium on Computers and Communications 2017, ISCC 2017.
EV-IMP Model: A Comprehensive Model for Evaluation of an Organization's Website Success A. Sherafat, S. Pouriyeh, M. Doroodchi. Conference: Proceedings of the 2013 International Conference on Semantic Web & Web
Services, SWWS 2013, USA.
Secure Mobile Approaches Using Web Services S. Pouriyeh, M. Doroodchi, M. Rezaeinejad. Conference: Proceedings of the 2010 International Conference on Semantic Web & Web
Services, SWWS 2010, USA.
An investigation on integrating XML-based security into Web services M. Doroodchi, A. Iranmehr, S. Pouriyeh. 5th IEEE GCC Conference & Exhibition, IEEE GCC 2009.
Secure SMS Banking Based On Web Services S. Pouriyeh, M. Doroodchi. Conference: Proceedings of the 2009 International Conference on Semantic Web & Web
Services, SWWS 2009, USA.
Using Secure Web services in e-Banking S. Pouriyeh, M. Doroodchi. 3rd Annual Summit e-Banking, August 2009.
Using Secure Web services in Mobile Payment M. Doroodchi, S. Pouriyeh, Z. Bornaee, E. Farjah. 3rd Next Generation Network Congress, December 2008.
