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Stephan Günnemann
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Publications
- 2017
- [j10]Dhivya Eswaran, Stephan Günnemann, Christos Faloutsos, Disha Makhija, Mohit Kumar:
ZooBP: Belief Propagation for Heterogeneous Networks. Proc. VLDB Endow. 10(5): 625-636 (2017) - [c56]Dhivya Eswaran, Stephan Günnemann, Christos Faloutsos:
The Power of Certainty: A Dirichlet-Multinomial Model for Belief Propagation. SDM 2017: 144-152 - 2016
- [j8]Miguel Araujo, Stephan Günnemann, Spiros Papadimitriou, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra:
Discovery of "comet" communities in temporal and labeled graphs Com^2. Knowl. Inf. Syst. 46(3): 657-677 (2016) - [c54]Neil Shah, Alex Beutel, Bryan Hooi, Leman Akoglu, Stephan Günnemann, Disha Makhija, Mohit Kumar, Christos Faloutsos:
EdgeCentric: Anomaly Detection in Edge-Attributed Networks. ICDM Workshops 2016: 327-334 - [c51]Bryan Hooi, Neil Shah, Alex Beutel, Stephan Günnemann, Leman Akoglu, Mohit Kumar, Disha Makhija, Christos Faloutsos:
BIRDNEST: Bayesian Inference for Ratings-Fraud Detection. SDM 2016: 495-503 - 2015
- [j6]Wolfgang Gatterbauer, Stephan Günnemann, Danai Koutra, Christos Faloutsos:
Linearized and Single-Pass Belief Propagation. Proc. VLDB Endow. 8(5): 581-592 (2015) - [c49]Tobias Kötter, Stephan Günnemann, Michael R. Berthold, Christos Faloutsos:
Automatic Taxonomy Extraction from Bipartite Graphs. ICDM 2015: 221-230 - [c47]Tobias Kötter, Stephan Günnemann, Christos Faloutsos, Michael R. Berthold:
Extracting Taxonomies from Bipartite Graphs. WWW (Companion Volume) 2015: 51-52 - [i4]Neil Shah, Alex Beutel, Bryan Hooi, Leman Akoglu, Stephan Günnemann, Disha Makhija, Mohit Kumar, Christos Faloutsos:
EdgeCentric: Anomaly Detection in Edge-Attributed Networks. CoRR abs/1510.05544 (2015) - [i3]Bryan Hooi, Neil Shah, Alex Beutel, Stephan Günnemann, Leman Akoglu, Mohit Kumar, Disha Makhija, Christos Faloutsos:
BIRDNEST: Bayesian Inference for Ratings-Fraud Detection. CoRR abs/1511.06030 (2015) - 2014
- [c45]Stephan Günnemann, Nikou Günnemann, Christos Faloutsos:
Detecting anomalies in dynamic rating data: a robust probabilistic model for rating evolution. KDD 2014: 841-850 - [c44]Miguel Araujo, Spiros Papadimitriou, Stephan Günnemann, Christos Faloutsos, Prithwish Basu, Ananthram Swami, Evangelos E. Papalexakis, Danai Koutra:
Com2: Fast Automatic Discovery of Temporal ('Comet') Communities. PAKDD (2) 2014: 271-283 - [c43]Tobias Kötter, Stephan Günnemann, Michael R. Berthold, Christos Faloutsos:
Fault-Tolerant Concept Detection in Information Networks. PAKDD (1) 2014: 410-421 - [c42]Miguel Araujo, Stephan Günnemann, Gonzalo Mateos, Christos Faloutsos:
Beyond Blocks: Hyperbolic Community Detection. ECML/PKDD (1) 2014: 50-65 - [c41]Nikou Günnemann, Stephan Günnemann, Christos Faloutsos:
Robust multivariate autoregression for anomaly detection in dynamic product ratings. WWW 2014: 361-372 - [i2]Wolfgang Gatterbauer, Stephan Günnemann, Danai Koutra, Christos Faloutsos:
Linearized and Turbo Belief Propagation. CoRR abs/1406.7288 (2014) - 2013
- [c39]Stephan Günnemann, Christos Faloutsos:
Mixed Membership Subspace Clustering. ICDM 2013: 221-230
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