Search Results for author: Zhongshan Zhang

Found 3 papers, 0 papers with code

Output-Constrained Lossy Source Coding With Application to Rate-Distortion-Perception Theory

no code implementations21 Mar 2024 Li Xie, Liangyan Li, Jun Chen, Zhongshan Zhang

The distortion-rate function of output-constrained lossy source coding with limited common randomness is analyzed for the special case of squared error distortion measure.

Understanding and Partitioning Mobile Traffic using Internet Activity Records Data -- A Spatiotemporal Approach

no code implementations30 Jul 2019 Kashif Sultan, Hazrat Ali, Haris Anwaar, Kabo Poloko Nkabiti, Adeel Ahamd, Zhongshan Zhang

The internet activity records (IARs) of a mobile cellular network posses significant information which can be exploited to identify the network's efficacy and the mobile users' behavior.

Management

Call Detail Records Driven Anomaly Detection and Traffic Prediction in Mobile Cellular Networks

no code implementations30 Jul 2018 Kashif Sultan, Hazrat Ali, Zhongshan Zhang

By passing anomaly and anomaly-free data through this model, we observe the effect of anomalous activities in training of the model and also observe mean square error of anomaly and anomaly free data.

Anomaly Detection BIG-bench Machine Learning +3

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