Projects per year
Personal profile
Research interests
Research Expertise:
Data Mining | Artificial Intelligence | Machine Learning | Pattern Recognition
My current research interests are: transfer learning, one-shot learning, computational creativity, spatiotemporal data mining, privacy issues in data mining, machine learning on network/graph data. My projects and investigations are both research-driven and application-driven. The application-driven investigations utilize real-world data such as mobile data from smartphones, crowdsourced sensor data collected using smartphone, factory sensor data, text data (from internet), audio data, image data, and satellite data.
Member of:
Association for Computing Machinery
Institute of Electrical and Electronics Engineers
Honors and Awards:
NASA Postdoctoral Fellowship, 2007-2009.
Recent Academic Projects:
2017 SURP projects: “Histogram-based Conformal Set Predictor with Application to Trajectory-based Object Similarity Search” and “A Knowledge Transfer Framework for Computational Creativity with Application to Music Generation”
Education/Academic qualification
Computer Science, doctorate, George Mason University
Computer Science, Master, George Mason University
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Collaborations and top research areas from the last five years
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New Approaches for Dynamic Graph Anomaly Detection, Prediction, and Explanation
Ho, S. S. (PI)
National Science Foundation (NSF)
9/1/22 → 8/31/26
Project: Other project
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Collaborative Research: CPS: Medium: RUI: Cooperative AI Inferencein Vehicular Edge Networks for Advanced Driver-Assistance Systems
Ho, S. S. (PI)
National Science Foundation (NSF)
10/1/21 → 9/30/25
Project: Other project
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ATD: New Approaches for Anomaly Detection in Spatiotemporal Data
Ho, S. S. (PI)
National Science Foundation (NSF)
9/1/18 → 1/31/22
Project: Other project
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Quantifying the Risk of Out-of-Gas Conditions in Ethereum Smart Contracts
Ahmed, M. M., Lim, M., Liu, X., Ho, S. S. & Ivanov, N., 2025, 2025 IEEE 4th International Conference on AI in Cybersecurity, ICAIC 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE 4th International Conference on AI in Cybersecurity, ICAIC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Hybrid-Cloud Autoencoder Ensemble Method for BotNets Detection on Edge Devices
Arroyo, S. & Ho, S. S., 2024, Proceedings - 2024 IEEE 8th International Conference on Fog and Edge Computing, ICFEC 2024. 2024 ed. Institute of Electrical and Electronics Engineers Inc., p. 104-105 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Change Point Detection in Evolving Graph using Martingale
Ho, S. S. & Kairamkonda, T. T., Apr 8 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. Association for Computing Machinery, p. 466-473 8 p. (Proceedings of the ACM Symposium on Applied Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Computation Offloading for Precision Agriculture using Cooperative Inference
Bovee, N., Sanchez, P. R., Ho, S. S., Bitla, S., Patapanchala, G. K. & Piccolo, S., 2024, Proceedings - 2024 IEEE 8th International Conference on Fog and Edge Computing, ICFEC 2024. 2024 ed. Institute of Electrical and Electronics Engineers Inc., p. 106-107 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
Rebalancing Shared Mobility Systems by User Incentive Schemes: State-Action Representation Design and Analysis
Schofield, M., Wang, N. & Ho, S. S., Apr 8 2024, 39th Annual ACM Symposium on Applied Computing, SAC 2024. Association for Computing Machinery, p. 1045-1047 3 p. (Proceedings of the ACM Symposium on Applied Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations