66 citations · 568 across the 56 of their papers we have counts for
67 papers
A Bonus-Malus Framework for Cyber Risk Insurance and Optimal Cybersecurity Provisioning
Qikun Xiang, Ariel Neufeld, Gareth W. Peters +2
The cyber risk insurance market is at a nascent stage of its development, even as the magnitude of cyber losses is significant and the rate of cyber loss events is increasing. Exis…
Parsimonious Feature Extraction Methods: Extending Robust Probabilistic Projections with Generalized Skew-t
Dorota Toczydlowska, Gareth W. Peters, Pavel V. Shevchenko
We propose a novel generalisation to the Student-t Probabilistic Principal Component methodology which: (1) accounts for an asymmetric distribution of the observation data; (2) is…
Cost-aware Feature Selection for IoT Device Classification
Biswadeep Chakraborty, Dinil Mon Divakaran, Ido Nevat +2
Classification of IoT devices into different types is of paramount importance, from multiple perspectives, including security and privacy aspects. Recent works have explored machin…
Spatiotemporal analysis of urban heatwaves using Tukey g-and-h random field models
Daisuke Murakami, Gareth W. Peters, Tomoko Matsui +1
The statistical quantification of temperature processes for the analysis of urban heat island (UHI) effects and local heat-waves is an increasingly important application domain in…
Bayesian Spatial Field Reconstruction with Unknown Distortions in Sensor Networks
Qikun Xiang, Ido Nevat, Gareth W. Peters
Spatial regression of random fields based on potentially biased sensing information is proposed in this paper. One major concern in such applications is that since it is not known…
Multimodal Data Fusion of Non-Gaussian Spatial Fields in Sensor Networks
Pengfei Zhang, Gareth W. Peters, Ido Nevat +2
We develop a robust data fusion algorithm for field reconstruction of multiple physical phenomena. The contribution of this paper is twofold: First, we demonstrate how multi-spatia…