| 2026 | DaWaK | MoE-TFT: Mixture-of-Experts Enhanced Temporal Fusion Transformer for Time Series Forecasting. | Saifullah Burero, Anton Digns, Michele Linardi, Johann Gamper |
| 2026 | EDBT | Rethinking HyperSpectral Image Classification (HSIC) Benchmark with Explainability (xAI) under a Causal Estimation Perspective. | Skou Dabo, Michele Linardi, Claudia Paris |
| 2025 | EMNLP | [MASK]ED - Language Modeling for Explainable Classification and Disentangling of Socially Unacceptable Discourse. | Dimitra Niaouri, Rayane Ghilene, Michele Linardi, Julien Longhi |
| 2023 | DSAA | Evaluating Explanation Methods of Multivariate Time Series Classification through Causal Lenses. | Etienne Vareille, Adel Abbas, Michele Linardi, Vassilis Christophides |
| 2023 | IGARSS | Towards Explainable AI4EO: An Explainable Deep Learning Approach for Crop Type Mapping using Satellite Images Time Series. | Adel Abbas, Michele Linardi, Etienne Vareille, Vassilis Christophides, Claudia Paris |
| 2020 | ICDE | SAD: An Unsupervised System for Subsequence Anomaly Detection. | Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas |
| 2020 | ICDE | Automated Anomaly Detection in Large Sequences. | Paul Boniol, Michele Linardi, Federico Roncallo, Themis Palpanas |
| 2019 | VLDB | Effective and Efficient Variable-Length Data Series Analytics. | Michele Linardi |
| 2018 | ICDE | ULISSE: ULtra Compact Index for Variable-Length Similarity Search in Data Series. | Michele Linardi, Themis Palpanas |
| 2018 | SIGMOD | Matrix Profile X: VALMOD - Scalable Discovery of Variable-Length Motifs in Data Series. | Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh |
| 2018 | SIGMOD | VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series. | Michele Linardi, Yan Zhu, Themis Palpanas, Eamonn J. Keogh |
| 2017 | EDBT | ChaseFUN: a Data Exchange Engine for Functional Dependencies at Scale. | Angela Bonifati, Ioana Ileana, Michele Linardi |
| 2016 | SSDBM | Functional Dependencies Unleashed for Scalable Data Exchange. | Angela Bonifati, Ioana Ileana, Michele Linardi |