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Ece Calikus
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 8
Top Topics
Ensemble Learning
Anomaly Detection
Anomalous Behavior
One Class Support Vector Machines
Top Venues
CoRR
IDEAL (2)
Expert Syst. Appl.
Data Min. Knowl. Discov.
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Publications
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Philipp Liznerski
,
Saurabh Varshneya
,
Ece Calikus
,
Sophie Fellenz
,
Marius Kloft
Reimagining Anomalies: What If Anomalies Were Normal?
CoRR
(2024)
Ece Calikus
,
Slawomir Nowaczyk
,
Mohamed-Rafik Bouguelia
,
Onur Dikmen
Wisdom of the contexts: active ensemble learning for contextual anomaly detection.
Data Min. Knowl. Discov.
36 (6) (2022)
Ece Calikus
,
Slawomir Nowaczyk
,
Mohamed-Rafik Bouguelia
,
Onur Dikmen
Wisdom of the Contexts: Active Ensemble Learning for Contextual Anomaly Detection.
CoRR
(2021)
Ece Calikus
,
Slawomir Nowaczyk
,
Anita Pinheiro Sant'Anna
,
Onur Dikmen
No free lunch but a cheaper supper: A general framework for streaming anomaly detection.
Expert Syst. Appl.
155 (2020)
Ece Calikus
,
Slawomir Nowaczyk
,
Anita Pinheiro Sant'Anna
,
Henrik Gadd
,
Sven Werner
A Data-Driven Approach for Discovery of Heat Load Patterns in District Heating.
CoRR
(2019)
Ece Calikus
,
Yuantao Fan
,
Slawomir Nowaczyk
,
Anita Pinheiro Sant'Anna
Interactive-COSMO: Consensus Self-Organized Models for Fault Detection with Expert Feedback.
IDM@WSDM
(2019)
Ece Calikus
,
Slawomir Nowaczyk
,
Anita Pinheiro Sant'Anna
,
Onur Dikmen
No Free Lunch But A Cheaper Supper: A General Framework for Streaming Anomaly Detection.
CoRR
(2019)
Slawomir Nowaczyk
,
Anita Pinheiro Sant'Anna
,
Ece Calikus
,
Yuantao Fan
Monitoring Equipment Operation Through Model and Event Discovery.
IDEAL (2)
(2018)