Research Publications
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By Type By Year By Research Group | In this paper, a new approach based on the concept of combined controllability and observability is proposed to quantify the interaction among the inputs and outputs of both stable and unstable linear multivariable systems. The proposed approach computes ... Water resources management presents an important research topic, because the world is facing a serious water crisis. About 70% of all fresh water usage goes towards agriculture. Moreover, low water application efficiency is well reported in the ... In this paper centralised Model Predictive Control (MPC),tuned in two different ways, and a decentralised control scheme are proposed for the control of the Broken River in Victoria, Australia. The control objective is to improve water resource management... Solutions for deriving the most consistent Bayesian gene regulatory network model from given data sets using evolutionary algorithms typically only result in locally optimal solutions. Further, due to genetic drift, merely increasing the size of the ... The research focuses on the development of a scalable context-aware framework for providing diversified assistive services in the aged healthcare domain. Here a generic model is proposed which will be a useful tool for numerous context-aware services ... A simulation optimization approach is developed for managing irrigation operations in agriculture. The approach combines a highly complex crop growth and yield simulation model with an optimization algorithm to calculate an irrigation sequence that ... Trilateration-based localization techniques have been widely used in sensor networks due to their computational efficiency and distributedness. However in sparse networks or in the boundary area of networks, trilateration-based techniques often fail to ... We compare methods to convert a free text electronically-recorded medication prescription into a structured representation, including the dosage amount, frequency and route. We evaluate a dependency graph-based system on this data, achieving accuracies of... Most institutional and research information in the biomedical domain is available only as English text. This is a limitation for non-native English speakers and individuals with low English Proficiency. Unfortunately, obtaining parallel corpora to train a... We introduce two heterogeneous query expansion techniques, and a combined system to the TREC 2012 Medical Track. Our methods are based on external resources that provide expansion concepts related to the query terms, by means of the PageRank algorithm, ... |