Ece Calikus

According to our database, Ece Calikus authored at least 10 papers between 2018 and 2025.

Collaborative distances:

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

2025

MOUFLON: Multi-group Modularity-based Fairness-aware Community Detection.

Georgios Panayiotou, Anand Mathew Muthukulam Simon, Matteo Magnani, Ece Calikus

CoRR, October, 2025

Context discovery for anomaly detection.

Ece Calikus, Slawomir Nowaczyk, Onur Dikmen

Int. J. Data Sci. Anal., January, 2025

Who is at Risk? Analyzing the Risk of Radicalization Among Reddit Users.

Ece Calikus, Gianmarco De Francisci Morales, Aristides Gionis

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

2024

Reimagining Anomalies: What If Anomalies Were Normal?

Philipp Liznerski, Saurabh Varshneya, Ece Calikus, Sophie Fellenz, Marius Kloft

CoRR, 2024

2022

Together We Learn More: Algorithms and Applications for User-Centric Anomaly Detection.

Ece Calikus

PhD thesis, 2022

Wisdom of the contexts: active ensemble learning for contextual anomaly detection.

Ece Calikus, Slawomir Nowaczyk, Mohamed-Rafik Bouguelia, Onur Dikmen

Data Min. Knowl. Discov., 2022

2020

No free lunch but a cheaper supper: A general framework for streaming anomaly detection.

Ece Calikus, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Onur Dikmen

Expert Syst. Appl., 2020

2019

A Data-Driven Approach for Discovery of Heat Load Patterns in District Heating.

Ece Calikus, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Henrik Gadd, Sven Werner

CoRR, 2019

Interactive-COSMO: Consensus Self-Organized Models for Fault Detection with Expert Feedback.

Ece Calikus, Yuantao Fan, Slawomir Nowaczyk, Anita Pinheiro Sant'Anna

Proceedings of the Workshop on Interactive Data Mining, 2019

2018

Monitoring Equipment Operation Through Model and Event Discovery.

Slawomir Nowaczyk, Anita Pinheiro Sant'Anna, Ece Calikus, Yuantao Fan

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018