Andrea Castellani

22 papers A* 3A 1C 1Journal 10Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Comprehensive Perspective on Explainable AI across the Machine Learning Workflow.
CoRR
George Paterakis, Andrea Castellani, George Papoutsoglou, Tobias Rodemann, Ioannis Tsamardinos
2025 J jnl
A Real-World Energy Management Dataset from a Smart Company Building for Optimization and Machine Learning.
CoRR
Jens Engel, Andrea Castellani, Patricia Wollstadt, Felix Lanfermann, Thomas Schmitt, Sebastian Schmitt, Lydia Fischer, Steffen Limmer, David Luttropp, Florian Jomrich, René Unger, Tobias Rodemann
2025 — conf
Evaluating and Mitigating Fairness Risks in Machine Learning under Structured Missing Data.
AEQUITAS@ECAI
Tim Kochs, Andrea Castellani, Felix Lanfermann, Barbara Hammer
2025 J jnl
Industrial Energy Disaggregation with Digital Twin-generated Dataset and Efficient Data Augmentation.
CoRR
Christian Internò, Andrea Castellani, Sebastian Schmitt, Fabio Stella, Barbara Hammer
2025 J jnl
Predicting and Explaining Traffic Crash Severity Through Crash Feature Selection.
CoRR
Andrea Castellani, Zacharias Papadovasilakis, Giorgos Papoutsoglou, Mary Cole, Brian Bautsch, Tobias Rodemann, Ioannis Tsamardinos, Angela Harden
2024 — conf
Confidence Interval Estimation of Predictive Performance in the Context of AutoML.
AutoML
Konstantinos Paraschakis, Andrea Castellani, Giorgos Borboudakis, Ioannis Tsamardinos
2024 J jnl
Confidence Interval Estimation of Predictive Performance in the Context of AutoML.
CoRR
Konstantinos Paraschakis, Andrea Castellani, Giorgos Borboudakis, Ioannis Tsamardinos
2024 — —
Dealing with Inaccurate and Incomplete Labels in Industrial Streaming Data.
Andrea Castellani
2022 — conf
Stream-Based Active Learning with Verification Latency in Non-stationary Environments.
ICANN (4)
Andrea Castellani, Sebastian Schmitt, Barbara Hammer
2022 J jnl
Stream-based Active Learning with Verification Latency in Non-stationary Environments.
CoRR
Andrea Castellani, Sebastian Schmitt, Barbara Hammer
2021 — conf
Estimating the Electrical Power Output of Industrial Devices with End-to-End Time-Series Classification in the Presence of Label Noise.
ECML/PKDD (1)
Andrea Castellani, Sebastian Schmitt, Barbara Hammer
2021 J jnl
Estimating the electrical power output of industrial devices with end-to-end time-series classification in the presence of label noise.
CoRR
Andrea Castellani, Sebastian Schmitt, Barbara Hammer
2021 J jnl
Real-World Anomaly Detection by Using Digital Twin Systems and Weakly Supervised Learning.
IEEE Trans. Ind. Informatics
Andrea Castellani, Sebastian Schmitt, Stefano Squartini
2021 — conf
Task-Sensitive Concept Drift Detector with Constraint Embedding.
SSCI
Andrea Castellani, Sebastian Schmitt, Barbara Hammer
2021 J jnl
Task-Sensitive Concept Drift Detector with Constraint Embedding.
CoRR
Andrea Castellani, Sebastian Schmitt, Barbara Hammer
2020 J jnl
Real-World Anomaly Detection by using Digital Twin Systems and Weakly-Supervised Learning.
CoRR
Andrea Castellani, Sebastian Schmitt, Stefano Squartini
2019 C conf
A Multiband Structure based on Hammerstein Model for Nonlinear Audio System Identification.
ISPA
Alessandro Terenzi, Valeria Bruschi, Samuele Cornell, Andrea Castellani, Stefania Cecchi
2006 A conf
Advanced Teleoperation Architecture.
IROS
Stefano Galvan, Andrea Castellani, Debora Botturi, Paolo Fiorini
2006 A* conf
Innovative Robotics Teaching using LEGO Sets.
ICRA
Stefano Galvan, Debora Botturi, Andrea Castellani, Paolo Fiorini
2005 — conf
Advanced Teleoperation Architecture.
PPSDR@ICRA
Andrea Castellani, Stefano Galvan, Debora Botturi, Paolo Fiorini
2004 A* conf
Hybrid HMM/SVM Model for the Analysis and Segmentation of Teleoperation Tasks.
ICRA
Andrea Castellani, Debora Botturi, Manuele Bicego, Paolo Fiorini
2004 A* conf
Performance Evaluation of Task Control in Teleoperation.
ICRA
Debora Botturi, Andrea Castellani, Davide Moschini, Paolo Fiorini