Christopher James Hazard

Works (3)

Updated: April 6th, 2024 05:02

2024 journal article

Trading Off Scalability, Privacy, and Performance in Data Synthesis

IEEE ACCESS, 12, 26642–26654.

By: X. Ling n, T. Menzies n , C. Hazard*, J. Shu & J. Beel

author keywords: Synthetic data; Clustering algorithms; Data models; Engines; Biomedical imaging; Generative adversarial networks; Data privacy; Regression analysis; Classification algorithms; Scalability; Homomorphic encryption; Synthetic data generation; privacy preservation; regression; classification
TL;DR: It is shown that the synthetic data generated by Howso engine has good privacy and accuracy, which results in the best overall score, and the proposed random projection based synthetic data generation framework can generate synthetic data with highest accuracy score, and has the fastest scalability. (via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: February 22, 2024

2011 journal article

Intertemporal Discount Factors as a Measure of Trustworthiness in Electronic Commerce

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 23(5), 699–712.

By: C. Hazard n & M. Singh n 

Contributors: C. Hazard n & M. Singh n 

author keywords: Trust; reputation; intertemporal discounting
TL;DR: It is proved that an agent's discount factor (time preference of utility) is a direct measure of the agent's trustworthiness for a set of reasonably general assumptions and definitions. (via Semantic Scholar)
Sources: Web Of Science, ORCID, NC State University Libraries
Added: August 6, 2018

2005 journal article

Emergent behavior in two complex cellular automata rule sets

COMPLEXITY, 10(5), 45–55.

By: C. Hazard n, K. Kimport* & D. Johnson*

author keywords: cellular automata; entropy; emergence; gliders; self-reproducers
Source: Web Of Science
Added: August 6, 2018

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