Abdelzaher, Tarek

DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing

Yao, S., Hu, S., Zhao, Y., Zhang, A., & Abdelzaher, T. (2017) · Proceedings of the 26th International Conference on World Wide Web

Context-Aware Activity Recognition SystemsInertial Sensor and Navigation

Cited by 667

Machine Learning/Artificial Intelligence for Sensor Data Fusion–Opportunities and Challenges

Blasch, E., Pham, T., Chong, C.-Y., Koch, W., Leung, H., Braines, D., & Abdelzaher, T. (2021) · IEEE Aerospace and Electronic Systems Magazine

Target Tracking and Data Fusion in Sensor NetworksInertial Sensor and Navigation

Cited by 207

DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework

Yao, S., Zhao, Y., Zhang, A., Su, L., & Abdelzaher, T. (2017) · Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems

Advanced Neural Network ApplicationsIoT and Edge/Fog Computing

Cited by 188

Identifying rumors and their sources in social networks

Seo, E., Mohapatra, P., & Abdelzaher, T. (2012) · SPIE Proceedings

Misinformation and Its ImpactsComplex Network Analysis Techniques

Cited by 133

New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges

Bagchi, S., Abdelzaher, T. F., Govindan, R., Shenoy, P., Atrey, A., Ghosh, P., & Xu, R. (2020) · IEEE Internet of Things Journal

IoT and Edge/Fog ComputingIoT Networks and Protocols

Cited by 72

SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework

Yao, S., Zhao, Y., Shao, H., Zhang, C., Zhang, A., Hu, S., Liu, D., Liu, S., Su, L., & Abdelzaher, T. (2018) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 54

SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications

Yao, S., Zhao, Y., Shao, H., Liu, D., Liu, S., Hao, Y., Piao, A., Hu, S., Lu, S., & Abdelzaher, T. F. (2019) · IEEE INFOCOM 2019 - IEEE Conference on Computer Communications

Context-Aware Activity Recognition SystemsIoT and Edge/Fog Computing

Cited by 52

Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network

Liu, S., Yao, S., Huang, Y., Liu, D., Shao, H., Zhao, Y., Li, J., Wang, T., Wang, R., Yang, C., et al. (2020) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Advanced Graph Neural NetworksIoT and Edge/Fog Computing

Cited by 20