Nikou Günnemann

According to our database, Nikou Günnemann authored at least 11 papers between 2013 and 2024.

Collaborative distances:

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

2024

Improving Predictive Process Monitoring Using Object-Centric Process Mining.

Jan Niklas Adams, Hannes Drescher, Andreas Swoboda, Nikou Günnemann, Gyunam Park, Wil M. P. van der Aalst

Proceedings of the 32nd European Conference on Information Systems, 2024

2018

Machine Learning Methods for Detecting Rare Events in Temporal Data (Maschinelles Lernen zur Entdeckung seltener Ereignisse in temporalen Daten)

Nikou Günnemann

PhD thesis, 2018

2017

Predicting Defective Engines using Convolutional Neural Networks on Temporal Vibration Signals.

Nikou Günnemann, Jürgen Pfeffer

Proceedings of the First International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2017

Cost Matters: A New Example-Dependent Cost-Sensitive Logistic Regression Model.

Nikou Günnemann, Jürgen Pfeffer

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

2015

Finding Non-Redundant Multi-Word Events on Twitter.

Nikou Günnemann, Jürgen Pfeffer

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014

Robust multivariate autoregression for anomaly detection in dynamic product ratings.

Nikou Günnemann, Stephan Günnemann, Christos Faloutsos

Proceedings of the 23rd International World Wide Web Conference, 2014

Detecting anomalies in dynamic rating data: a robust probabilistic model for rating evolution.

Stephan Günnemann, Nikou Günnemann, Christos Faloutsos

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Building and Exploring Dynamic Topic Models on the Web.

Michael Derntl, Nikou Günnemann, Alexander Tillmann, Ralf Klamma, Matthias Jarke

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013

An Interactive System for Visual Analytics of Dynamic Topic Models.

Nikou Günnemann, Michael Derntl, Ralf Klamma, Matthias Jarke

Datenbank-Spektrum, 2013

A Dynamic Topic Model of Learning Analytics Research.

Michael Derntl, Nikou Günnemann, Ralf Klamma

Proceedings of the LAK Data Challenge, Leuven, Belgium, April 9, 2013, 2013

D-VITA: A Visual Interactive Text Analysis System Using Dynamic Topic Mining.

Nikou Günnemann

Proceedings of the Datenbanksysteme für Business, Technologie und Web (BTW),, 2013