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Data Mining and Knowledge Discovery

Issue 5/2021

Content (13 Articles)

AURORA: A Unified fRamework fOR Anomaly detection on multivariate time series

Lin Zhang, Wenyu Zhang, Maxwell J. McNeil, Nachuan Chengwang, David S. Matteson, Petko Bogdanov

Hyperbolic node embedding for temporal networks

Lili Wang, Chenghan Huang, Weicheng Ma, Ruibo Liu, Soroush Vosoughi

Open Access

Differentially Private Distance Learning in Categorical Data

Elena Battaglia, Simone Celano, Ruggero G. Pensa

Structure learning for relational logistic regression: an ensemble approach

Nandini Ramanan, Gautam Kunapuli, Tushar Khot, Bahare Fatemi, Seyed Mehran Kazemi, David Poole, Kristian Kersting, Sriraam Natarajan

Selego: robust variate selection for accurate time series forecasting

Manoj Tiwaskar, Yash Garg, Xinsheng Li, K. Selçuk Candan, Maria Luisa Sapino

Open Access

Link prediction in dynamic networks using random dot product graphs

Francesco Sanna Passino, Anna S. Bertiger, Joshua C. Neil, Nicholas A. Heard

Open Access

K-plex cover pooling for graph neural networks

Davide Bacciu, Alessio Conte, Roberto Grossi, Francesco Landolfi, Andrea Marino

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