Andrea Castellani
acastellani@techfak.uni-bielefeld.dehttps://orcid.org/0000-0003-0476-5978
PEVZ-ID
5 Publikationen
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2024 | Bielefelder E-Dissertation | PUB-ID: 2985975Dealing with Inaccurate and Incomplete Labels in Industrial Streaming DataPUB | PDF | DOI
Castellani, Andrea, Dealing with Inaccurate and Incomplete Labels in Industrial Streaming Data. (). Bielefeld, 2024 -
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969235Stream-Based Active Learning with Verification Latency in Non-stationary EnvironmentsPUB | DOI | Download (ext.)
Castellani, Andrea, Stream-Based Active Learning with Verification Latency in Non-stationary Environments. Artificial Neural Networks and Machine Learning – ICANN 2022. 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings; Part IV 13532 (). Cham, 2022 -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2982134Task-Sensitive Concept Drift Detector with Constraint EmbeddingPUB | DOI
Castellani, Andrea, Task-Sensitive Concept Drift Detector with Constraint Embedding. 2021 IEEE Symposium Series on Computational Intelligence (SSCI) (). , 2021 -
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969237Estimating the Electrical Power Output of Industrial Devices with End-to-End Time-Series Classification in the Presence of Label NoisePUB | DOI | Download (ext.)
Castellani, Andrea, Estimating the Electrical Power Output of Industrial Devices with End-to-End Time-Series Classification in the Presence of Label Noise. Machine Learning and Knowledge Discovery in Databases. Research Track. European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I 12975 (). Cham, 2021 -
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969236Real-World Anomaly Detection by Using Digital Twin Systems and Weakly Supervised LearningPUB | PDF | DOI | Download (ext.) | WoS
Castellani, Andrea, Real-World Anomaly Detection by Using Digital Twin Systems and Weakly Supervised Learning. IEEE Transactions on Industrial Informatics 17 (7). , 2021