no code implementations • 21 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.
no code implementations • 30 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.
no code implementations • 30 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.