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20152024
most citedBias in Data-driven AI Systems -- An Introductory Survey

22 citations · 75 across the 14 of their papers we have counts for

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cs.DB2022

Dragoman: Efficiently Evaluating Declarative Mapping Languages over Frameworks for Knowledge Graph Creation

Samaneh Jozashoori, Enrique Iglesias, Maria-Esther Vidal

In recent years, there have been valuable efforts and contributions to make the process of RDF knowledge graph creation traceable and transparent; extending and applying declarativ…

cs.DB2022

Efficient Semantic Summary Graphs for Querying Large Knowledge Graphs

Emetis Niazmand, Gezim Sejdiu, Damien Graux +1

Knowledge Graphs (KGs) integrate heterogeneous data, but one challenge is the development of efficient tools for allowing end users to extract useful insights from these sources of…

cs.DB202113 cited

Managing Knowledge in Energy Data Spaces

Valentina Janev, Maria-Esther Vidal, Kemele Endris +1

Data in the energy domain grows at unprecedented rates and is usually generated by heterogeneous energy systems. Despite the great potential that big data-driven technologies can b…

cs.DB20214 cited

Knowledge-driven Data Ecosystems Towards Data Transparency

Sandra Geisler, Maria-Esther Vidal, Cinzia Cappiello +9

A Data Ecosystem offers a keystone-player or alliance-driven infrastructure that enables the interaction of different stakeholders and the resolution of interoperability issues amo…

cs.DB2021

Trav-SHACL: Efficiently Validating Networks of SHACL Constraints

Mónica Figuera, Philipp D. Rohde, Maria-Esther Vidal

Knowledge graphs have emerged as expressive data structures for Web data. Knowledge graph potential and the demand for ecosystems to facilitate their creation, curation, and unders…

cs.DB2020

Compact Representations for Efficient Storage of Semantic Sensor Data

Farah Karim, Maria-Esther Vidal, Sören Auer

Nowadays, there is a rapid increase in the number of sensor data generated by a wide variety of sensors and devices. Data semantics facilitate information exchange, adaptability, a…