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Matteo Paganelli

Observed name: Paganelli, Matteo
ORCID: 0000-0001-8119-895X
Observed ORCID: 0000-0001-8119-895X
OpenAlex ID: A5037298798
Analyzing how BERT performs entity matching
2022 · Matteo Paganelli, Francesco Del Buono, et al. · Proceedings of the VLDB Endowment · 35
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Novelty Detection with Autoencoders for System Health Monitoring in Industrial Environments
2022 · Francesco Del Buono, Francesca Calabrese, et al. · Applied Sciences · 24
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Pushing ML Predictions Into DBMSs
2023 · Matteo Paganelli, Paolo Sottovia, et al. · IEEE Transactions on Knowledge and Data Engineering · 23
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Data-Driven Predictive Maintenance in Evolving Environments: A Comparison Between Machine Learning and Deep Learning for Novelty Detection
2021 · Francesco Del Buono, Francesca Calabrese, et al. · Smart innovation, systems and technologies · 12
TuneR
2019 · Matteo Paganelli, Paolo Sottovia, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 12
A multi-facet analysis of BERT-based entity matching models
2023 · Matteo Paganelli, Donato Tiano, et al. · The VLDB Journal · 11
Transforming ML Predictive Pipelines into SQL with MASQ
2021 · Francesco Del Buono, Matteo Paganelli, et al. · ACM SIGMOD International Conference on Management of Data (SIGMOD) · 11
Using Landmarks for Explaining Entity Matching Models
2021 · Baraldi, Andrea, Buono, Francesco Del, et al. · IRIS UNIMORE (University of Modena and Reggio Emilia) · 8
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Automated Machine Learning for Entity Matching Tasks
2021 · Paganelli, Matteo, Buono, Francesco Del, et al. · IRIS UNIMORE (University of Modena and Reggio Emilia) · 6
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Explaining data with descriptions
2020 · Matteo Paganelli, Paolo Sottovia, et al. · Information Systems · 5
Landmark Explanation
2021 · Andrea Baraldi, Francesco Del Buono, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 4
Explaining Entity Matching with Clusters of Words
2024 · Riccardo Benassi, Francesco Guerra, et al. · IEEE International Conference on Data Engineering (ICDE) · 3
Parallelizing Computations of Full Disjunctions
2019 · Matteo Paganelli, Domenico Beneventano, et al. · Big Data Research · 3
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Finding Synonymous Attributes in Evolving Wikipedia Infoboxes
2019 · Paolo Sottovia, Matteo Paganelli, et al. · Lecture notes in computer science · 3
Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study
2019 · Guerra Francesco, Paolo Sottovia, et al. · IEEE Conference Proceedings · 3
NOCTOWL: Adaptive Tree-Based Model for Network Anomaly Detection Under Delayed and Sampled Label Availability
2025 · Sara Pederzoli, Matteo Paganelli, et al. · IEEE Access · 2
Argument Relation Classification through Discourse Markers and Adversarial Training
2024 · Michele Luca Contalbo, Francesco Guerra, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2
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Unsupervised Evaluation of Data Integration Processes
2020 · Matteo Paganelli, Francesco Del Buono, et al. · International Conference on Information Integration and Web-based Applications & Services (iiWAS) · 2
Understanding Data in the Blink of an Eye
2019 · Matteo Paganelli, Paolo Sottovia, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 2
The RE-SEARCH ALPS (Research Laboratories in the Alpine Area) Project
2017 · Francesco Guerra, Margherita Russo, et al. · International Conference on High Performance Computing & Simulation (HPCS) · 2
Table Overlap Estimation through Graph Embeddings
2025 · Francesco Pugnaloni, Luca Zecchini, et al. · Proceedings of the ACM on Management of Data · 1
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GRI-QA: a Comprehensive Benchmark for Table Question Answering over Environmental Data
2025 · Michele Luca Contalbo, Sara Pederzoli, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 1
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A Framework to Evaluate the Quality of Integrated Datasets
2022 · Francesco Del Buono, Guglielmo Faggioli, et al. · ACM SIGAPP Applied Computing Review · 1
Evaluating the integration of datasets
2022 · Matteo Paganelli, Francesco Del Buono, et al. · ACM Symposium on Applied Computing · 1
Big Data Integration of Heterogeneous Data Sources: The Re-Search Alps Case Study
2019 · Francesco Guerra, Paolo Sottovia, et al. · IEEE International Congress on Big Data (BigData Congress) · 1
Works count: 43
Citation count: 180
H-index: 8
I10-index: 7
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