Andrea Castellani

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 10

Top Topics

Anomaly Detection

Active Learning

Weakly Supervised Learning

Top Venues

IEEE Trans. Ind. Informatics

Publications

Konstantinos Paraschakis, Andrea Castellani, Giorgos Borboudakis, Ioannis Tsamardinos
Confidence Interval Estimation of Predictive Performance in the Context of AutoML. CoRR (2024)
Andrea Castellani, Sebastian Schmitt, Barbara Hammer
Stream-based Active Learning with Verification Latency in Non-stationary Environments. CoRR (2022)
Andrea Castellani, Sebastian Schmitt, Barbara Hammer
Stream-Based Active Learning with Verification Latency in Non-stationary Environments. ICANN (4) (2022)
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) (2021)
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)
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 (2021)
Andrea Castellani, Sebastian Schmitt, Barbara Hammer
Task-Sensitive Concept Drift Detector with Constraint Embedding. SSCI (2021)
Andrea Castellani, Sebastian Schmitt, Barbara Hammer
Task-Sensitive Concept Drift Detector with Constraint Embedding. CoRR (2021)
Andrea Castellani, Sebastian Schmitt, Stefano Squartini
Real-World Anomaly Detection by using Digital Twin Systems and Weakly-Supervised Learning. CoRR (2020)
Alessandro Terenzi, Valeria Bruschi, Samuele Cornell, Andrea Castellani, Stefania Cecchi
A Multiband Structure based on Hammerstein Model for Nonlinear Audio System Identification. ISPA (2019)
Stefano Galvan, Andrea Castellani, Debora Botturi, Paolo Fiorini
Advanced Teleoperation Architecture. IROS (2006)
Stefano Galvan, Debora Botturi, Andrea Castellani, Paolo Fiorini
Innovative Robotics Teaching using LEGO Sets. ICRA (2006)
Andrea Castellani, Stefano Galvan, Debora Botturi, Paolo Fiorini
Advanced Teleoperation Architecture. PPSDR@ICRA (2005)
Debora Botturi, Andrea Castellani, Davide Moschini, Paolo Fiorini
Performance Evaluation of Task Control in Teleoperation. ICRA (2004)
Andrea Castellani, Debora Botturi, Manuele Bicego, Paolo Fiorini
Hybrid HMM/SVM Model for the Analysis and Segmentation of Teleoperation Tasks. ICRA (2004)