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Sam Fletcher
Sam Fletcher
Litera
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Title
Cited by
Cited by
Year
Decision tree classification with differential privacy: A survey
S Fletcher, MZ Islam
ACM Computing Surveys (CSUR) 52 (4), 1-33, 2019
1432019
Comparing sets of patterns with the Jaccard index
S Fletcher, MZ Islam
Australasian Journal of Information Systems 22, 2018
1272018
Differentially private random decision forests using smooth sensitivity
S Fletcher, MZ Islam
Expert systems with applications 78, 16-31, 2017
952017
A Differentially Private Decision Forest.
S Fletcher, MZ Islam
AusDM 15, 99-108, 2015
512015
Measuring information quality for privacy preserving data mining
S Fletcher, MZ Islam
International Journal of Computer Theory and Engineering 7 (1), 21-28, 2015
412015
A differentially private random decision forest using reliable signal-to-noise ratios
S Fletcher, MZ Islam
AI 2015: Advances in Artificial Intelligence: 28th Australasian Joint …, 2015
292015
Optimizing clustering to promote data diversity when generating an ensemble classifier
ZM Jan, B Verma, S Fletcher
Proceedings of the genetic and evolutionary computation conference companion …, 2018
142018
Removing bias from diverse data clusters for ensemble classification
S Fletcher, B Verma
Neural Information Processing: 24th International Conference, ICONIP 2017 …, 2017
142017
An anonymization technique using intersected decision trees
S Fletcher, MZ Islam
Journal of King Saud University-Computer and Information Sciences 27 (3 …, 2015
142015
Quality evaluation of an anonymized dataset
S Fletcher, MZ Islam
2014 22nd International Conference on Pattern Recognition, 3594-3599, 2014
132014
A non-specialized ensemble classifier using multi-objective optimization
S Fletcher, B Verma, M Zhang
Neurocomputing 409, 93-102, 2020
122020
The optimized selection of base-classifiers for ensemble classification using a multi-objective genetic algorithm
S Fletcher, B Verma, ZM Jan, M Zhang
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
122018
Measuring rule retention in anonymized data–when one measure is not enough
S Fletcher, MZ Islam
Transactions On Data Privacy 10 (3), 175-201, 2017
62017
Towards protecting sensitive text with differential privacy
S Fletcher, A Roegiest, AK Hudek
2021 IEEE 20th International Conference on Trust, Security and Privacy in …, 2021
32021
Pruning high-similarity clusters to optimize data diversity when building ensemble classifiers
S Fletcher, B Verma
International Journal of Computational Intelligence and Applications 18 (04 …, 2019
32019
Data mining and privacy: Modeling sensitive data with differential privacy
S Fletcher
Charles Sturt University, 2017
12017
Measuring pattern retention in anonymized data--where one measure is not enough
S Fletcher, MZ Islam
arXiv preprint arXiv:1512.07721, 2015
12015
Hash the Universe: Differentially Private Text Extraction with Feature Hashing
S Fletcher, A Roegiest, AK Hudek
2022
Measuring the Similarity between Rule Lists
S Fletcher, MZ Islam
The 14th Australasian Data Mining Conference: AusDM 2016, 1-8, 2016
2016
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