All Outputs (7)

An Ensemble Neural Model for Classification of LADA Diabetes Case, Control and Variable Importance (2022)
Presentation / Conference Contribution
Miller, A., Panneerselvam, J., Liu, L., & Antonopoulos, N. (2022, December). An Ensemble Neural Model for Classification of LADA Diabetes Case, Control and Variable Importance. Presented at 2022 IEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC), Vancouver, WA, USA

LADA Diabetes is a complex disease, but often dismissed as a potential individual disease within its own right. A comprehensive understanding of previously unknown aspects of LADA diabetes has the potential to not only ascertain a greater comprehensi... Read More about An Ensemble Neural Model for Classification of LADA Diabetes Case, Control and Variable Importance.

Modeling and analysis of a deep learning pipeline for cloud based video analytics (2017)
Presentation / Conference Contribution
Yaseen, M. U., Anjum, A., & Antonopoulos, N. (2017, December). Modeling and analysis of a deep learning pipeline for cloud based video analytics. Presented at BDCAT '17: Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, Austin, Texas, USA

Video analytics systems based on deep learning approaches are becoming the basis of many widespread applications including smart cities to aid people and traffic monitoring. These systems necessitate massive amounts of labeled data and training time... Read More about Modeling and analysis of a deep learning pipeline for cloud based video analytics.

Clinical and genomics data integration using meta-dimensional approach (2016)
Presentation / Conference Contribution
Subhani, M. M., Anjum, A., Koop, A., & Antonopoulos, N. (2016, December). Clinical and genomics data integration using meta-dimensional approach. Presented at UCC '16: 9th International Conference on Utility and Cloud Computing, Shanghai, China

Clinical and genomics datasets contain humongous amount of information which are used in their respective environments independently to produce new science or better explain existing approaches. The interaction of data between these two domains is ve... Read More about Clinical and genomics data integration using meta-dimensional approach.

Spatial frequency based video stream analysis for object classification and recognition in clouds (2016)
Presentation / Conference Contribution
Yaseen, M. U., Anjum, A., & Antonopoulos, N. (2016, December). Spatial frequency based video stream analysis for object classification and recognition in clouds. Presented at 3rd IEEE/ACM conference on Big Data Computing, Applications and Technologies, Shanghai, China

The recent rise in multimedia technology has made it easier to perform a number of tasks. One of these tasks is monitoring where cheap cameras are producing large amount of video data. This video data is then processed for object classification to ex... Read More about Spatial frequency based video stream analysis for object classification and recognition in clouds.

Traffic monitoring using video analytics in clouds (2015)
Presentation / Conference Contribution
Abdullah, T., Anjum, A., Tariq, M. F., Baltaci, Y., & Antonopoulos, N. (2015). Traffic monitoring using video analytics in clouds. In 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computinghttps://doi.org/10.1109/UCC.2014.12

Traffic monitoring is a challenging task on crowded roads. Traditional traffic monitoring procedures are manual, expensive, time consuming and involve human operators. They are subjective due to the very involvement of human factor and sometimes prov... Read More about Traffic monitoring using video analytics in clouds.

1st International Conference on Advances in P2P Systems, AP2PS 2009: Preface (2009)
Presentation / Conference Contribution
Aiello, M., De Turck, F., Dini, P., Fortino, G., Jarvis, S., Li, M., …Kambayashi, Y. (2009). 1st International Conference on Advances in P2P Systems, AP2PS 2009: Preface. . https://doi.org/10.1109/AP2PS.2009.5

Presents the welcome message from the conference proceedings.

The Third International Multi-Conference on Computing in the Global Information Technology, ICCGI 2008: Preface (2008)
Presentation / Conference Contribution
Paleologu, C., El-Bawab, T., Noll, J., Antonopoulos, N., Bi, J., Jiang, G., Delic, K., Roman, D., Dantas, S., Serrelis, E., Karwaczynski, P., Badica, C., Wei, H., Shah, R., Pentikousis, K., Alachaher, L., Boyle, D., Liotta, A., & Dini, O. (2008, July). The Third International Multi-Conference on Computing in the Global Information Technology, ICCGI 2008: Preface. Presented at The Third International Multi-Conference on Computing in the Global Information Technology (iccgi 2008), Athens, Greece

Presents the introductory welcome message from the conference proceedings.