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Andrea Castellani
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2020 – today
- 2024
- [b1]Andrea Castellani:
Dealing with Inaccurate and Incomplete Labels in Industrial Streaming Data. Bielefeld University, Germany, 2024 - [i5]Konstantinos Paraschakis, Andrea Castellani, Giorgos Borboudakis, Ioannis Tsamardinos:
Confidence Interval Estimation of Predictive Performance in the Context of AutoML. CoRR abs/2406.08099 (2024) - 2022
- [c9]Andrea Castellani, Sebastian Schmitt, Barbara Hammer:
Stream-Based Active Learning with Verification Latency in Non-stationary Environments. ICANN (4) 2022: 260-272 - [i4]Andrea Castellani, Sebastian Schmitt, Barbara Hammer:
Stream-based Active Learning with Verification Latency in Non-stationary Environments. CoRR abs/2204.06822 (2022) - 2021
- [j1]Andrea Castellani, Sebastian Schmitt, Stefano Squartini:
Real-World Anomaly Detection by Using Digital Twin Systems and Weakly Supervised Learning. IEEE Trans. Ind. Informatics 17(7): 4733-4742 (2021) - [c8]Andrea Castellani, Sebastian Schmitt, Barbara Hammer:
Estimating the Electrical Power Output of Industrial Devices with End-to-End Time-Series Classification in the Presence of Label Noise. ECML/PKDD (1) 2021: 469-484 - [c7]Andrea Castellani, Sebastian Schmitt, Barbara Hammer:
Task-Sensitive Concept Drift Detector with Constraint Embedding. SSCI 2021: 1-8 - [i3]Andrea Castellani, Sebastian Schmitt, Barbara Hammer:
Estimating the electrical power output of industrial devices with end-to-end time-series classification in the presence of label noise. CoRR abs/2105.00349 (2021) - [i2]Andrea Castellani, Sebastian Schmitt, Barbara Hammer:
Task-Sensitive Concept Drift Detector with Constraint Embedding. CoRR abs/2108.06980 (2021) - 2020
- [i1]Andrea Castellani, Sebastian Schmitt, Stefano Squartini:
Real-World Anomaly Detection by using Digital Twin Systems and Weakly-Supervised Learning. CoRR abs/2011.06296 (2020)
2010 – 2019
- 2019
- [c6]Alessandro Terenzi, Valeria Bruschi, Samuele Cornell, Andrea Castellani, Stefania Cecchi:
A Multiband Structure based on Hammerstein Model for Nonlinear Audio System Identification. ISPA 2019: 9-14
2000 – 2009
- 2006
- [c5]Stefano Galvan, Debora Botturi, Andrea Castellani, Paolo Fiorini:
Innovative Robotics Teaching using LEGO Sets. ICRA 2006: 721-726 - [c4]Stefano Galvan, Andrea Castellani, Debora Botturi, Paolo Fiorini:
Advanced Teleoperation Architecture. IROS 2006: 1680-1685 - 2005
- [c3]Andrea Castellani, Stefano Galvan, Debora Botturi, Paolo Fiorini:
Advanced Teleoperation Architecture. PPSDR@ICRA 2005: 409-430 - 2004
- [c2]Andrea Castellani, Debora Botturi, Manuele Bicego, Paolo Fiorini:
Hybrid HMM/SVM Model for the Analysis and Segmentation of Teleoperation Tasks. ICRA 2004: 2918-2923 - [c1]Debora Botturi, Andrea Castellani, Davide Moschini, Paolo Fiorini:
Performance Evaluation of Task Control in Teleoperation. ICRA 2004: 3690-3695
Coauthor Index
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