Network traffic forecasting (In progress...) :

Forecasting and characterizing network traffic time-series using statistical (SARIMA) and deep learning (LSTM) prediction techniques.

• S Jamshidi, R Rejaie, W Willinger, R Durairajan (2020) On the Practicality of Learning Models for Network Telemetry Network Traffic Measurement and Analysis (TMA) Conference [Finalzing Camera Ready Version]

Incentivized online reviews:

Assement of quality, deviation from normal behavior, and effect of incentivized reviews on Amazon.com

• Jamshidi, S., Rejaie, R., & Li, J. (2018, August). Trojan Horses in Amazon's Castle: Understanding the Incentivized Online Reviews. In 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) (pp. 335-342). IEEE. [Read it here] or [Here]


• Jamshidi, S., Rejaie, R., & Li, J. (2019). Characterizing the dynamics and evolution of incentivized online reviews on Amazon. Social Network Analysis and Mining, 9(1), 22. [on Springer] or [Read it from here]

Social Network Analysis:

Researching on Multi Resolution Analysis of Huge Social Networks as a member of Oregon Network Research Group, ONRG.

• R Motamedi, S Jamshidi, R Rejaie, W Willinger (2018) Examining the evolution of the Twitter elite network. Social Network Analysis and Mining 10 (1), 1. [Read it from here]

Social Network Analysis and Fraud Detection:

Proposing a data enrichment scheme that concentrates on using social network analysis to provide information that is hidden in the relations among the system's entities as well as presenting an efficient method to update the social network connections.

• Jamshidi, S., & Hashemi, M. R. (2012, November). An efficient data enrichment scheme for fraud detection using social network analysis. In 6th International Symposium on Telecommunications (IST) (pp. 1082-1087). IEEE. [on IEEE] or [Read it from here]