Sam Fletcher

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 16

Top Topics

Anonymized Data

Decision Forest

Differentially Private

Ensemble Classifier

Top Venues

GECCO (Companion)

Int. J. Comput. Intell. Appl.

Publications

Sam Fletcher, Adam Roegiest, Alexander K. Hudek
Towards Protecting Sensitive Text with Differential Privacy. TrustCom (2021)
Sam Fletcher, Brijesh K. Verma, Mengjie Zhang
A non-specialized ensemble classifier using multi-objective optimization. Neurocomputing 409 (2020)
Sam Fletcher, Brijesh K. Verma
Pruning High-Similarity Clusters to Optimize Data Diversity when Building Ensemble Classifiers. Int. J. Comput. Intell. Appl. 18 (4) (2019)
Sam Fletcher, Md Zahidul Islam
Decision Tree Classification with Differential Privacy: A Survey. ACM Comput. Surv. 52 (4) (2019)
Zohaib M. Jan, Brijesh K. Verma, Sam Fletcher
Optimizing clustering to promote data diversity when generating an ensemble classifier. GECCO (Companion) (2018)
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)
Sam Fletcher, Md Zahidul Islam
Comparing sets of patterns with the Jaccard index. Australas. J. Inf. Syst. 22 (2018)
Sam Fletcher, Md Zahidul Islam
Differentially private random decision forests using smooth sensitivity. Expert Syst. Appl. 78 (2017)
Sam Fletcher, Md Zahidul Islam
Measuring Rule Retention in Anonymized Data - When One Measure Is Not Enough. Trans. Data Priv. 10 (3) (2017)
Sam Fletcher, Brijesh K. Verma
Removing Bias from Diverse Data Clusters for Ensemble Classification. ICONIP (4) (2017)
Sam Fletcher, Md Zahidul Islam
Differentially Private Random Decision Forests using Smooth Sensitivity. CoRR (2016)
Sam Fletcher, Md Zahidul Islam
Decision Tree Classification with Differential Privacy: A Survey. CoRR (2016)
Sam Fletcher, Md Zahidul Islam
A Differentially Private Random Decision Forest Using Reliable Signal-to-Noise Ratios. Australasian Conference on Artificial Intelligence (2015)
Sam Fletcher, Md Zahidul Islam
An anonymization technique using intersected decision trees. J. King Saud Univ. Comput. Inf. Sci. 27 (3) (2015)
Sam Fletcher, Md Zahidul Islam
A Differentially Private Decision Forest. AusDM (2015)
Sam Fletcher, Md Zahidul Islam
Measuring pattern retention in anonymized data - where one measure is not enough. CoRR (2015)
Sam Fletcher, Md Zahidul Islam
Quality Evaluation of an Anonymized Dataset. ICPR (2014)