Elena Ivannikova

According to our database, Elena Ivannikova authored at least 9 papers between 2013 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2019

Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System.

Muhammad Ammad-ud-din, Elena Ivannikova, Suleiman A. Khan, Were Oyomno, Qiang Fu, Kuan Eeik Tan, Adrian Flanagan

CoRR, 2019

2018

Revealing community structures by ensemble clustering using group diffusion.

Elena Ivannikova, Hyunwoo Park, Timo Hämäläinen, Kichun Lee

Inf. Fusion, 2018

2017

Probabilistic Transition-Based Approach for Detecting Application-Layer DDoS Attacks in Encrypted Software-Defined Networks.

Elena Ivannikova, Mikhail Zolotukhin, Timo Hämäläinen

Proceedings of the Network and System Security - 11th International Conference, 2017

On Detection of Network-Based Co-residence Verification Attacks in SDN-Driven Clouds.

Mikhail Zolotukhin, Elena Ivannikova, Timo Hämäläinen

Proceedings of the Internet of Things, Smart Spaces, and Next Generation Networks and Systems, 2017

Anomaly detection approach to keystroke dynamics based user authentication.

Elena Ivannikova, Gil David, Timo Hämäläinen

Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Scalable implementation of dependence clustering in Apache Spark.

Elena Ivannikova

Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

2016

Probabilistic group dependence approach for discovering overlapping clusters.

Elena Ivannikova, Anna V. Kononova, Timo Hämäläinen

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

2014

Variable group selection based on regression trees: Paper machine case study.

Elena Ivannikova, Timo Hämäläinen, Kari Luostarinen

Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2014

2013

Information-theoretic approach to variable selection in predictive models applied to paper machine data.

Elena Ivannikova, Timo Hämäläinen, Kari Luostarinen

Proceedings of the 2013 IEEE Symposium on Computers and Communications, 2013