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2020 – today
- 2025
[j8]Sam Fletcher, Adam Roegiest, Alexander K. Hudek:
Hash the Universe: Differentially Private Text Extraction with Feature Hashing. Trans. Data Priv. 18(1): 1-27 (2025)- 2021
- [c7]Sam Fletcher, Adam Roegiest, Alexander K. Hudek:
Towards Protecting Sensitive Text with Differential Privacy. TrustCom 2021: 468-475 - 2020
- [j7]Sam Fletcher, Brijesh K. Verma
, Mengjie Zhang:
A non-specialized ensemble classifier using multi-objective optimization. Neurocomputing 409: 93-102 (2020)
2010 – 2019
- 2019
- [j6]Sam Fletcher, Md Zahidul Islam:
Decision Tree Classification with Differential Privacy: A Survey. ACM Comput. Surv. 52(4): 83:1-83:33 (2019) - [j5]Sam Fletcher, Brijesh K. Verma:
Pruning High-Similarity Clusters to Optimize Data Diversity when Building Ensemble Classifiers. Int. J. Comput. Intell. Appl. 18(4): 1950027:1-1950027:20 (2019) - 2018
- [j4]Sam Fletcher, Md Zahidul Islam:
Comparing sets of patterns with the Jaccard index. Australas. J. Inf. Syst. 22 (2018) - [c6]Zohaib M. Jan, Brijesh K. Verma, Sam Fletcher:
Optimizing clustering to promote data diversity when generating an ensemble classifier. GECCO (Companion) 2018: 1402-1409 - [c5]Sam Fletcher, Brijesh K. Verma, Zohaib M. Jan, Mengjie Zhang:
The Optimized Selection of Base-Classifiers for Ensemble Classification using a Multi-Objective Genetic Algorithm. IJCNN 2018: 1-8 - 2017
- [j3]Sam Fletcher, Md Zahidul Islam:
Differentially private random decision forests using smooth sensitivity. Expert Syst. Appl. 78: 16-31 (2017) - [j2]Sam Fletcher, Md Zahidul Islam:
Measuring Rule Retention in Anonymized Data - When One Measure Is Not Enough. Trans. Data Priv. 10(3): 175-201 (2017) - [c4]Sam Fletcher, Brijesh K. Verma:
Removing Bias from Diverse Data Clusters for Ensemble Classification. ICONIP (4) 2017: 140-149 - 2016
- [i3]Sam Fletcher, Md Zahidul Islam:
Differentially Private Random Decision Forests using Smooth Sensitivity. CoRR abs/1606.03572 (2016) - [i2]Sam Fletcher, Md Zahidul Islam:
Decision Tree Classification with Differential Privacy: A Survey. CoRR abs/1611.01919 (2016) - 2015
- [j1]Sam Fletcher, Md Zahidul Islam:
An anonymization technique using intersected decision trees. J. King Saud Univ. Comput. Inf. Sci. 27(3): 297-304 (2015) - [c3]Sam Fletcher, Md Zahidul Islam:
A Differentially Private Random Decision Forest Using Reliable Signal-to-Noise Ratios. Australasian Conference on Artificial Intelligence 2015: 192-203 - [c2]Sam Fletcher, Md Zahidul Islam:
A Differentially Private Decision Forest. AusDM 2015: 99-108 - [i1]Sam Fletcher, Md Zahidul Islam:
Measuring pattern retention in anonymized data - where one measure is not enough. CoRR abs/1512.07721 (2015) - 2014
- [c1]Sam Fletcher, Md Zahidul Islam:
Quality Evaluation of an Anonymized Dataset. ICPR 2014: 3594-3599
Coauthor Index
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