Towards automatic troubleshooting for user-level performance degradation in cellular services

Author:

Shi Xiaofeng1,Osinski Matthew1,Qian Chen2,Wang Jia1

Affiliation:

1. AT & T Labs - Research

2. University of California

Publisher

ACM

Reference40 articles.

1. Tianqi Chen , Tong He , Michael Benesty , Vadim Khotilovich , Yuan Tang , Hyunsu Cho , Kailong Chen , 2015 . Xgboost: Extreme Gradient Boosting. R package version 0.4-2 1, 4 (2015), 1--4. Tianqi Chen, Tong He, Michael Benesty, Vadim Khotilovich, Yuan Tang, Hyunsu Cho, Kailong Chen, et al. 2015. Xgboost: Extreme Gradient Boosting. R package version 0.4-2 1, 4 (2015), 1--4.

2. Event detection using customer care calls

3. Yann N Dauphin , Angela Fan , Michael Auli , and David Grangier . 2017 . Language Modeling with Gated Convolutional Networks . In Proceedings of ICML. PMLR, 933--941 . Yann N Dauphin, Angela Fan, Michael Auli, and David Grangier. 2017. Language Modeling with Gated Convolutional Networks. In Proceedings of ICML. PMLR, 933--941.

4. Towards real-time customer experience prediction for telecommunication operators

5. Direct mining of discriminative and essential frequent patterns via model-based search tree

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