Mark J. Elliot

27 papers A* 1A 1C 6Journal 16Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Bayesian Generative Adversarial Networks via Gaussian Approximation for Tabular Data Synthesis. CoRR Bahrul Ilmi Nasution, Mark J. Elliot, Richard Allmendinger
2025	J	`jnl`	Flow Matching for Tabular Data Synthesis. CoRR Bahrul Ilmi Nasution, Floor Eijkelboom, Mark J. Elliot, Richard Allmendinger, Christian A. Naesseth
2024	A	`conf`	Multi-objective evolutionary GAN for tabular data synthesis. GECCO Nian Ran, Bahrul Ilmi Nasution, Claire Little, Richard Allmendinger, Mark J. Elliot
2024	J	`jnl`	Multi-objective evolutionary GAN for tabular data synthesis. CoRR Nian Ran, Bahrul Ilmi Nasution, Claire Little, Richard Allmendinger, Mark J. Elliot
2024	C	`conf`	The Production of Bespoke Synthetic Teaching Datasets Without Access to the Original Data. PSD Mark J. Elliot, Claire Little, Richard Allmendinger
2023	J	`jnl`	To Link or Synthesize? An Approach to Data Quality Comparison. ACM J. Data Inf. Qual. Duncan Smith, Mark J. Elliot, Joseph W. Sakshaug
2022	C	`conf`	Comparing the Utility and Disclosure Risk of Synthetic Data with Samples of Microdata. PSD Claire Little, Mark J. Elliot, Richard Allmendinger
2022	J	`jnl`	Comparing the Utility and Disclosure Risk of Synthetic Data with Samples of Microdata. CoRR Claire Little, Mark J. Elliot, Richard Allmendinger
2021	J	`jnl`	Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study. CoRR Claire Little, Mark J. Elliot, Richard Allmendinger, Sahel Shariati Samani
2020	J	`jnl`	The Impact of Synthetic Data Generation on Data Utility with Application to the 1991 UK Samples of Anonymised Records. Trans. Data Priv. Jennifer Taub, Mark J. Elliot, Joseph W. Sakshaug
2018	J	`jnl`	Are 'pseudonymised' data always personal data? Implications of the GDPR for administrative data research in the UK. Comput. Law Secur. Rev. Miranda Mourby, Elaine Mackey, Mark J. Elliot, Heather Gowans, Susan E. Wallace, Jessica Bell, Hannah Smith, Stergios Aidinlis, Jane Kaye
2018	A*	`conf`	Breaking the Activation Function Bottleneck through Adaptive Parameterization. NeurIPS Sebastian Flennerhag, Hujun Yin, John A. Keane, Mark J. Elliot
2018	J	`jnl`	Breaking the Activation Function Bottleneck through Adaptive Parameterization. CoRR Sebastian Flennerhag, Hujun Yin, John A. Keane, Mark J. Elliot
2018	C	`conf`	Differential Correct Attribution Probability for Synthetic Data: An Exploration. PSD Jennifer Taub, Mark J. Elliot, Maria Pampaka, Duncan Smith
2018	J	`jnl`	Functional anonymisation: Personal data and the data environment. Comput. Law Secur. Rev. Mark J. Elliot, Kieron O'Hara, Charles D. Raab, Christine M. O'Keefe, Elaine Mackey, Chris Dibben, Heather Gowans, Kingsley Purdam, Karen McCullagh
2018	C	`conf`	The Application of Genetic Algorithms to Data Synthesis: A Comparison of Three Crossover Methods. PSD Yingrui Chen, Mark J. Elliot, Duncan Smith
2016	—	`conf`	A Genetic Algorithm Approach to Synthetic Data Production. PrAISe@ECAI Yingrui Chen, Mark J. Elliot, Joseph W. Sakshaug
2016	—	`conf`	Towards a general record linkage framework for statistical disclosure control. PrAISe@ECAI Duncan Smith, Mark J. Elliot
2015	—	`conf`	Quantifying Genomic Privacy via Inference Attack with High-Order SNV Correlations. IEEE Symposium on Security and Privacy Workshops Sahel Shariati Samani, Zhicong Huang, Erman Ayday, Mark J. Elliot, Jacques Fellay, Jean-Pierre Hubaux, Zoltán Kutalik
2014	J	`jnl`	A Graph-based Approach to Key Variable Mapping. J. Priv. Confidentiality Duncan Smith, Mark J. Elliot
2014	C	`conf`	Measuring Disclosure Risk with Entropy in Population Based Frequency Tables. Privacy in Statistical Databases Laszlo Antal, Natalie Shlomo, Mark J. Elliot
2013	J	`jnl`	Understanding the Data Environment. XRDS Elaine Mackey, Mark J. Elliot
2010	C	`conf`	Data Environment Analysis and the Key Variable Mapping System. Privacy in Statistical Databases Mark J. Elliot, Susan Lomax, Elaine Mackey, Kingsley Purdam
2009	J	`jnl`	Factors affecting the performance of parallel mining of minimal unique itemsets on diverse architectures. Concurr. Comput. Pract. Exp. David J. Haglin, Kenneth R. Mayes, Anna M. Manning, John Feo, John R. Gurd, Mark J. Elliot, John A. Keane
2008	J	`jnl`	A Measure of Disclosure Risk for Tables of Counts. Trans. Data Priv. Duncan Smith, Mark J. Elliot
2008	J	`jnl`	Statistical disclosure control architectures for patient records in biomedical information systems. J. Biomed. Informatics Mark J. Elliot, Kingsley Purdam, Duncan Smith
2002	J	`jnl`	A Computational Algorithm for Handling the Special Uniques Problem. Int. J. Uncertain. Fuzziness Knowl. Based Syst. Mark J. Elliot, Anna M. Manning, Rupert W. Ford