Personal profile
Qualifications:
BSc PhD
Research Keywords:
intelligent information infrastructures; semantic web; provenance; trust; accountability; transparency; information quality; sensors; IoT
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Collaborations and top research areas from the last five years
Research output
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Embedding AI-Enabled Data Infrastructures for Sustainability in Agri-Food: Soft-Fruit and Brewery Use Case Perspectives
Markovic, M., Li, A. H., Ayall, T. A., Watson, N. J., Bowler, A. L., Woods, M., Edwards, P., Ramsey, R., Beddows, M. A., Kuhnert, M. & Leontidis, G., 16 Nov 2024, In: Sensors. 24, 2024, 16 p., 7327.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Link opens in a new tab Citations (Scopus)3 Downloads (Pure) -
Farm Explorer: A Tool for Calculating Transparent Greenhouse Gas Emissions
Markovic, M., Germano, S., Garijo, D., Edwards, P., Li, A., Ayall, T. A., Ramsey, R. & Leontidis, G., 11 Nov 2024, In: CEUR Workshop Proceedings. 3828, 5 p., 31.Research output: Contribution to journal › Conference article › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus)1 Downloads (Pure) -
Model pruning enables localized and efficient federated learning for yield forecasting and data sharing
Li, A. H., Markovic, M., Edwards, P. & Leontidis, G., 15 May 2024, In: Expert Systems with Applications. 242, p. 1-12 12 p., 122847.Research output: Contribution to journal › Article › peer-review
Open AccessFile30 Link opens in a new tab Citations (Scopus)8 Downloads (Pure) -
Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing
Li, A., Markovic, M., Edwards, P. & Leontidis, G., 19 Apr 2023, ArXiv, 31 p.Research output: Working paper › Preprint
Open AccessFile8 Downloads (Pure) -
Using Knowledge Graphs to Unlock Practical Collection, Integration, and Audit of AI Accountability Information
Naja, I., Markovic, M. (Corresponding Author), Edwards, P., Pang, W., Cottrill, C. & Williams, R., 20 Jul 2022, In: IEEE Access. 10, p. 74383 - 74411 31 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Link opens in a new tab Citations (Scopus)37 Downloads (Pure)
Datasets
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Tweets used to study reports of food fraud related to fish products 2018
Edwards, P. (Creator), Markovic, M. (Creator), Petrunova, N. N. (Creator) & Corsar, D. (Creator), UK Data Service, 16 Nov 2018
DOI: 10.5255/UKDA-SN-853378 , https://gtr.ukri.org/projects?ref=ES%2FP011004%2F1
Dataset
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Tweets used to explore causes of self-reported foodbourne illnesses on social media 2017
Edwards, P. (Creator), Markovic, M. (Creator), Petrunova, N. N. (Creator), Lin, C. (Creator) & Corsar, D. (Creator), UK Data Service, 16 Nov 2018
Dataset
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A collection of titles and publishers of articles used to explore historical reports of an E.coli incident 2016-2018
Edwards, P. (Creator), Markovic, M. (Creator), Petrunova, N. N. (Creator), Lin, C. (Creator) & Corsar, D. (Creator), UK Data Service, 16 Nov 2018
Dataset
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Passing a USA National Bar Exam: a First Corpus for Experimentation: Article Data
Wyner, A. Z. (Creator), Fawei, B. J. (Creator), Pan, J. Z. (Creator) & Edwards, P. (Data Manager), University of Aberdeen, 31 Mar 2016
Dataset
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Passenger Probe Kit study
Gault, P. E. (Creator), Corsar, D. (Contributor), Edwards, P. (Contributor), Nelson, J. D. (Contributor), Cottrill, C. D. (Contributor) & Galan-Diaz, C. R. (Contributor), University of Aberdeen, 1 Jun 2015
DOI: 10.20392/33e14029-f3c9-4b98-8b8c-6260e922003e
Dataset
Activities
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EPSRC International Centre-to-Centre Research Collaborations Outlines Panel (Event)
Edwards, P. (Member)
3 Nov 2020 → 4 Nov 2020Activity: Membership (e.g. panels, networks, committees, etc.) › Member of peer review panel for a funder
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RCUK Digital Economy Fellowship Interview Panel (External organisation)
Edwards, P. (Participant)
2 Mar 2016Activity: Membership (e.g. panels, networks, committees, etc.) › Member of peer review panel or committee
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EPSRC ICT Prioritisation Panel (External organisation)
Edwards, P. (Participant)
3 Feb 2016Activity: Membership (e.g. panels, networks, committees, etc.) › Member of peer review panel or committee
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Carnegie Trust Research Assessor (External organisation)
Edwards, P. (Participant)
2014 → …Activity: Membership (e.g. panels, networks, committees, etc.) › Member of peer review panel or committee
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Engineering and Physical Sciences Research Council (EPSRC) (External organisation)
Edwards, P. (Participant)
21 Feb 2013Activity: Membership (e.g. panels, networks, committees, etc.) › Member of peer review panel or committee
Impacts
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The Future of Mobility as a Service
Nelson, J. (Coordinator), Cottrill, C. (Coordinator), Edwards, P. (Participant), Anable, J. (Participant), Farrington, J. H. (Participant) & Philip, L. (Participant)
Impact: Policy, Health and Wellbeing, Societal