Andrea Castellani
acastellani@techfak.uni-bielefeld.dehttps://orcid.org/0000-0003-0476-5978
PEVZ-ID
5 Publikationen
-
-
2022 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969235Castellani, Andrea, Schmitt, Sebastian, and Hammer, Barbara. 2022. “Stream-Based Active Learning with Verification Latency in Non-stationary Environments”. In Artificial Neural Networks and Machine Learning – ICANN 2022. 31st International Conference on Artificial Neural Networks, Bristol, UK, September 6–9, 2022, Proceedings; Part IV, ed. Elias Pimenidis, Plamen Angelov, Chrisina Jayne, Antonios Papaleonidas, and Mehmet Aydin, 13532:260-272. Lecture Notes in Computer Science. Cham: Springer Nature Switzerland.
-
-
2021 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2969237Castellani, Andrea, Schmitt, Sebastian, and Hammer, Barbara. 2021. “Estimating the Electrical Power Output of Industrial Devices with End-to-End Time-Series Classification in the Presence of Label Noise”. In Machine Learning and Knowledge Discovery in Databases. Research Track. European Conference, ECML PKDD 2021, Bilbao, Spain, September 13–17, 2021, Proceedings, Part I, ed. Nuria Oliver, Fernando Pérez-Cruz, Stefan Kramer, Jesse Read, and Jose A. Lozano, 12975:469-484. Lecture Notes in Computer Science. Cham: Springer International Publishing.
-
2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969236Castellani, Andrea, Schmitt, Sebastian, and Squartini, Stefano. 2021. “Real-World Anomaly Detection by Using Digital Twin Systems and Weakly Supervised Learning”. IEEE Transactions on Industrial Informatics 17 (7): 4733-4742.