Cristiano Landi

According to our database, Cristiano Landi authored at least 15 papers between 2021 and 2026.

Collaborative distances:

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

2026

A Benchmark Framework for Trajectory Vectorization in Unsupervised Settings.

Cristiano Landi, Petros Mandalis, Nikos Pelekis

Proceedings of the Workshops of the EDBT/ICDT 2026 Joint Conference co-located with the EDBT/ICDT 2025 Joint Conference, 2026

2025

Shape-based methods in mobility data analysis: effectiveness and limitations.

Cristiano Landi, Riccardo Guidotti

GeoInformatica, October, 2025

PYRREGULAR: A Unified Framework for Irregular Time Series, with Classification Benchmarks.

Francesco Spinnato, Cristiano Landi

CoRR, May, 2025

Balancing Fairness and Interpretability in Clustering with FairParTree.

Cristiano Landi, Alessio Cascione, Marta Marchiori Manerba, Riccardo Guidotti

Proceedings of the Explainable Artificial Intelligence, 2025

Rotation- and Scale-Invariant Shape Extraction from Vessel Trajectories for Human-in-The-Loop Monitoring: A Case Study at the Ports of Brittany.

Cristiano Landi, Natalia V. Andrienko, Gennady L. Andrienko

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Interpretable Instance-Based Learning Through Pairwise Distance Trees.

Andrea Fedele, Alessio Cascione, Riccardo Guidotti, Cristiano Landi

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

Rotation- and Scale-Invariant Shape Extraction from Vessel Trajectories for Human-In-The-Loop Monitoring.

Cristiano Landi, Natalia V. Andrienko, Gennady L. Andrienko

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

Interpretable and Accurate Hybrid Decision Trees with Selective Case-Based Splits.

Cristiano Landi, Alessio Cascione, Riccardo Guidotti

Proceedings of the IEEE International Conference on Big Data, 2025

Mobility Data Representations for Spatiotemporal Tasks.

Cristiano Landi

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Shape-Based Map Matching Approach for Geographic Transferability of Discriminative Subtrajectories.

Cristiano Landi, Riccardo Guidotti

Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference co-located with the EDBT/ICDT 2024 Joint Conference, 2024

T-REX: A Framework to Build Trustworthy Recommenders of Evidence Explanation.

Andrea Fedele, Mattia Franchi de' Cavalieri, Cristiano Landi, Clara Punzi, Stefano Tramacere

Proceedings of the Discovery Science Late Breaking Contributions 2024 (DS-LB 2024) co-located with 27th International Conference Discovery Science 2024 (DS 2024), 2024

2023

Geolet: An Interpretable Model for Trajectory Classification.

Cristiano Landi, Francesco Spinnato, Riccardo Guidotti, Anna Monreale, Mirco Nanni

Proceedings of the Advances in Intelligent Data Analysis XXI, 2023

The Trajectory Interval Forest Classifier for Trajectory Classification.

Cristiano Landi, Riccardo Guidotti, Mirco Nanni, Anna Monreale

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Interpretable Data Partitioning Through Tree-Based Clustering Methods.

Riccardo Guidotti, Cristiano Landi, Andrea Beretta, Daniele Fadda, Mirco Nanni

Proceedings of the Discovery Science - 26th International Conference, 2023

2021

A Tool for JSON Schema Witness Generation.

Lyes Attouche, Mohamed-Amine Baazizi, Dario Colazzo, Francesco Falleni, Giorgio Ghelli, Cristiano Landi, Carlo Sartiani, Stefanie Scherzinger

Proceedings of the 24th International Conference on Extending Database Technology, 2021