Kraeva Yana Aleksandrovna

Publications in Math-Net.Ru

1. Deep learning method for anomaly detection in streaming multivariate time series
   
   Vestn. YuUrGU. Ser. Vych. Matem. Inform., 13:4 (2024),  35–52
2. Anomaly detection in long time series on high-performance cluster with GPUs
   
   Num. Meth. Prog., 24:3 (2023),  291–304
3. Detection of time series anomalies based on data mining and neural network technologies
   
   Vestn. YuUrGU. Ser. Vych. Matem. Inform., 12:3 (2023),  50–71
4. Anomaly detection in digital industry sensor data using parallel computing
   
   Vestn. YuUrGU. Ser. Vych. Matem. Inform., 12:2 (2023),  47–61
5. Parallel algorithm for real-time sensor data recovery for a many-core processor
   
   Vestn. YuUrGU. Ser. Vych. Matem. Inform., 11:3 (2022),  69–90
6. Cleaning sensor data in intelligent heating control system
   
   Vestn. YuUrGU. Ser. Vych. Matem. Inform., 10:3 (2021),  16–36
7. Parallel algorithm for time series motif discovery on graphic processor
   
   Vestn. YuUrGU. Ser. Vych. Matem. Inform., 9:3 (2020),  17–34
8. The use of MPI and OpenMP technologies for subsequence similarity search in very long time series on a computer cluster system with nodes based on the Intel Xeon Phi Knights Landing many-core processor
   
   Num. Meth. Prog., 20:1 (2019),  29–44