Andrea Castellani

According to our database, Andrea Castellani authored at least 11 papers between 2004 and 2024.

Collaborative distances:

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

2024

Dealing with Inaccurate and Incomplete Labels in Industrial Streaming Data.

Andrea Castellani

PhD thesis, 2024

Confidence Interval Estimation of Predictive Performance in the Context of AutoML.

Konstantinos Paraschakis, Andrea Castellani, Giorgos Borboudakis, Ioannis Tsamardinos

CoRR, 2024

2022

Stream-Based Active Learning with Verification Latency in Non-stationary Environments.

Andrea Castellani, Sebastian Schmitt, Barbara Hammer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021

Real-World Anomaly Detection by Using Digital Twin Systems and Weakly Supervised Learning.

Andrea Castellani, Sebastian Schmitt, Stefano Squartini

IEEE Trans. Ind. Informatics, 2021

Task-Sensitive Concept Drift Detector with Constraint Embedding.

Andrea Castellani, Sebastian Schmitt, Barbara Hammer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Estimating the Electrical Power Output of Industrial Devices with End-to-End Time-Series Classification in the Presence of Label Noise.

Andrea Castellani, Sebastian Schmitt, Barbara Hammer

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

2019

A Multiband Structure based on Hammerstein Model for Nonlinear Audio System Identification.

Alessandro Terenzi, Valeria Bruschi, Samuele Cornell, Andrea Castellani, Stefania Cecchi

Proceedings of the 11th International Symposium on Image and Signal Processing and Analysis, 2019

2006

Advanced Teleoperation Architecture.

Stefano Galvan, Andrea Castellani, Debora Botturi, Paolo Fiorini

Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Innovative Robotics Teaching using LEGO Sets.

Stefano Galvan, Debora Botturi, Andrea Castellani, Paolo Fiorini

Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

2004

Hybrid HMM/SVM Model for the Analysis and Segmentation of Teleoperation Tasks.

Andrea Castellani, Debora Botturi, Manuele Bicego, Paolo Fiorini

Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Performance Evaluation of Task Control in Teleoperation.

Debora Botturi, Andrea Castellani, Davide Moschini, Paolo Fiorini

Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004