Elena Ivannikova

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 7

Top Topics

Predictive Model

Personalized Recommendation

Community Structure

Ensemble Clustering

Top Venues

Publications

Muhammad Ammad-ud-din, Elena Ivannikova, Suleiman A. Khan, Were Oyomno, Qiang Fu, Kuan Eeik Tan, Adrian Flanagan
Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System. CoRR (2019)
Elena Ivannikova, Hyunwoo Park, Timo Hämäläinen, Kichun Lee
Revealing community structures by ensemble clustering using group diffusion. Inf. Fusion 42 (2018)
Elena Ivannikova, Gil David, Timo Hämäläinen
Anomaly detection approach to keystroke dynamics based user authentication. ISCC (2017)
Elena Ivannikova, Mikhail Zolotukhin, Timo Hämäläinen
Probabilistic Transition-Based Approach for Detecting Application-Layer DDoS Attacks in Encrypted Software-Defined Networks. NSS (2017)
Mikhail Zolotukhin, Elena Ivannikova, Timo Hämäläinen
On Detection of Network-Based Co-residence Verification Attacks in SDN-Driven Clouds. NEW2AN (2017)
Elena Ivannikova
Scalable implementation of dependence clustering in Apache Spark. EAIS (2017)
Elena Ivannikova, Anna V. Kononova, Timo Hämäläinen
Probabilistic group dependence approach for discovering overlapping clusters. MLSP (2016)
Elena Ivannikova, Timo Hämäläinen, Kari Luostarinen
Variable group selection based on regression trees: Paper machine case study. EAIS (2014)
Elena Ivannikova, Timo Hämäläinen, Kari Luostarinen
Information-theoretic approach to variable selection in predictive models applied to paper machine data. ISCC (2013)