Browsing by Author "Joshi, Chaitanya"
Co-authors for Chaitanya Joshi
Supervised by Chaitanya Joshi
Showing up to 5 theses - most recently added to Research Commons first.
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Risk assessment for family violence aggressors in Aotearoa New Zealand
(The University of Waikato, 2023)In recent decades Family Violence (FV) researchers have developed risk assessment instruments to enable practitioners to identify the people who are most likely to commit FV in the future, and the families who are most ... -
Graph convolutional LSTM model for traffic delay prediction with uncertainty
(The University of Waikato, 2021)Traffic flow in an urban environment exhibits a complex spatio-temporal in- teraction. The propogation of traffic flow through a transportation network depends on a number of factors, including the structure of the network ... -
Adversarial risk analysis for first-price sealed-bid auctions
(The University of Waikato, 2021)First-price sealed-bid (FPSB) auctions have mostly been modelled in auction theory using the decision-theoretic and Bayesian game-theoretic approaches. From a practical point of view, each approach has its limitations. To ... -
Computational Bayesian inference using low discrepancy sequences
(The University of Waikato, 2019)The Integrated Nested Laplace Approximation (INLA) provides fast and accurate Bayesian inference for complex hierarchical models. For INLA, and other deterministic methods, the hyperparameter space is explored and points ... -
Predictive Risk Modelling for Hospital Readmissions
(University of Waikato, 2014)This thesis is concerned with developing a predictive risk model to identify patients that are at high risk of readmission to hospital. Such a model should have a desirable level of predictive accuracy but also, should be ...