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Lisana Berberi

Observed names: Berberi, L., Berberi, Lisana, L Berberi, L. Berberi, Lisana, Berberi
ORCID: 0000-0002-7632-2466
Observed ORCID: 0000-0002-7632-2466
OpenAlex ID: A5066919424
Machine learning operations landscape: platforms and tools
2025 · Lisana Berberi, Valentin Kozlov, et al. · Artificial Intelligence Review · 60
Landscape of machine learning evolution: privacy-preserving federated learning frameworks and tools
2024 · Giang Nguyen, Judith Sáinz-Pardo Díaz, et al. · Artificial Intelligence Review · 32
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Personalized federated learning for improving radar based precipitation nowcasting on heterogeneous areas
2024 · Judith Sáinz-Pardo Díaz, María Castrillo, et al. · Earth Science Informatics · 7
Developing the EOSC-Pillar RDM Training and Support Catalogue
2022 · Paula Oset Garcia, Lisana Berberi, et al. · Lecture notes in computer science · 4
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FAIR Principles Implementation in ML/AI - Findings from Skills4EOSC Delphi Study
2025 · Elda Osmenaj, Curtis J M Sharma, et al. · International Journal of Digital Curation · 2
Exploring Federated Learning for Thermal Urban Feature Segmentation - A Comparison of Centralized and Decentralized Approaches
2025 · Leonhard Duda, Khadijeh Alibabaei, et al. · Lecture notes in computer science · 1
D3.2 - Initial High Level Architecture
2023 · Álvaro López García, Lisana Berberi, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
D4.1 - Implementation plan
2023 · Marica Antonacci, Álvaro López, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1
A Process Warehouse Model Capturing Process Variants
2018 · Berberi, Lisana, Eder, Johann, et al. · DFKI GmbH, Institut für Wirtschaftsinformatik · 1
Research Software in the EOSC Landscape - A roadmap towards an effective EOSC OSPO
2026 · EOSC Opportunity Area 7 (OA7) – Research Software, Gruenpeter, Morane, et al. · Zenodo (CERN European Organization for Nuclear Research)
MLflow Pilot Service for Helmholtz Researchers
2026 · Berberi, Lisana, Laures, Christophe, et al. · Repository KITopen (Karlsruhe Institute of Technology)
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Exploring Federated Learning for Thermal Urban Feature Segmentation -- A Comparison of Centralized and Decentralized Approaches
2025 · Duda, Leonhard, Alibabaei, Khadijeh, et al. · arXiv (Cornell University)
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Evaluating Machine Learning Models for Trip Duration Prediction in Taxi Data
2025 · Lisana Berberi, Entelë Gavoçi, et al. · Communications in computer and information science
Competence Centres and User Support Centres Landscaping Results
2023 · Lisana, Berberi · Zenodo (CERN European Organization for Nuclear Research)
D7.1 Report on CCs landscape and user support activities
2023 · Berberi, Lisana · Zenodo (CERN European Organization for Nuclear Research)
European CCs landscape and first release of CCs Registry created
2023 · Berberi, Lisana, Sánchez, Marina, et al. · Zenodo (CERN European Organization for Nuclear Research)
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D5.1 - Implementation plan
2023 · Aida Palacio, Marica Antonacci, et al. · Zenodo (CERN European Organization for Nuclear Research)
A Survey on Process Variants Meta-modelling Approaches
2023 · Berberi, Lisana · arXiv (Cornell University)
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D3.1 State of the art landscaping and initial platform requirements specification
2023 · Germán Moltó, Amanda Calatrava, et al. · Zenodo (CERN European Organization for Nuclear Research)
EOSC-Pillar D6.3 - Final Report on Use Cases and community involvement
2023 · Rizzo, Alessandro, Osmenaj, Elda, et al. · Zenodo (CERN European Organization for Nuclear Research)
EOSC-Pillar D7.2 - Report on service integration
2022 · Berberi, Lisana, Romier, Geneviève, et al. · Zenodo (CERN European Organization for Nuclear Research)
EOSC-Pillar D7.4 - Transnational usage of EOSC-Pillar services
2022 · de Andres, Pablo, Berberi, Lisana, et al. · ISTI Open Portal
A Process Warehouse for Process Variants Analysis
2022 · Lisana Berberi · Lecture notes in computer science
Works count: 66
Citation count: 120
H-index: 4
I10-index: 2
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