Accepted Papers
KGroups: A Versatile Univariate Max-Relevance Min-Redundancy Feature Selection Algorithm for
High-dimensional Biological Data - Malick Ebiele, Malika Bendechache, Rob Brennan
arXiv preprint arXiv:2603.28417
2026
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Quantitative Data Valuation Methods: A Systematic Review and Taxonomy - Malick Ebiele, Malika
Bendechache, Rob Brennan
ACM Journal of Data and Information Quality, 17(2), 1-39
2025
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Personalization of Dataset Retrieval Results Using a Data Valuation Method - Malick Ebiele, Malika
Bendechache, Eleanor Clinton, Rob Brennan
Proceedings of the 16th International Conference on Knowledge Discovery and Information Retrieval (KDIR), 122-134
2024
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The Impact of Data Valuation on Feature Importance in Classification Models - Malick Ebiele, Malika
Bendechache, Marie Ward, Una Geary, Declan Byrne, Donnacha Creagh, Rob Brennan
International Conference on Computing and Communication Networks, 601-617
2024
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A Systematic Survey of Data Value: Models, Metrics, Applications and Research Challenges - Malika
Bendechache, Judie Attard, Malick Ebiele, Rob Brennan
IEEE Access, 11, 104966-104983
2023
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Challenges in Value-Driven Data Governance - Judie Attard, Rob Brennan
OTM Confederated International Conferences "On the Move to Meaningful Internet Systems" (ODBASE)
2018
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Semantic Data Ingestion for Intelligent, Value-Driven Big Data Analytics - Jeremy Debattista, Judie
Attard, Rob Brennan
4th International Conference on Big Data Innovations and Applications (Innovate-Data)
2018
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A Semantic Data Value Vocabulary Supporting Data Value Assessment and Measurement Integration -
Judie Attard, Rob Brennan
20th International Conference on Enterprise Information Systems (ICEIS)
2018
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Management of Data Value Chains, a Value Monitoring Capability Maturity Model - Rob Brennan, Judie
Attard, Markus Helfert
20th International Conference on Enterprise Information Systems (ICEIS)
2018
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Exploiting the value of data through data value networks - Judie Attard, Fabrizio Orlandi,
Sören Auer
10th International Conference on Theory and Practice of Electronic Governance (ICEGOV)
2017
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Data value networks: Enabling a new data ecosystem - Judie Attard, Fabrizio Orlandi, Sören
Auer
IEEE/WIC/ACM International Conference on Web Intelligence (WI)
2016
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Value creation on open government data - Judie Attard, Fabrizio Orlandi, Sören Auer
49th Hawaii International Conference on System Sciences (HICSS)
2016
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Data driven governments: creating value through open government data - Judie Attard, Fabrizio
Orlandi, Sören Auer
Transactions on Large-Scale Data-and Knowledge-Centered Systems XXVII
2016
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Presentations
Introduction: Defining Data Value and Goals for the Data Value Community - Prof. Rob Brennan, ADAPT
Centre, Dublin City University
DataValue 2018 Workshop, co-located with SEMANTICS 2018
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