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Institution

University of New South Wales

EducationSydney, New South Wales, Australia
About: University of New South Wales is a education organization based out in Sydney, New South Wales, Australia. It is known for research contribution in the topics: Population & Poison control. The organization has 51197 authors who have published 153634 publications receiving 4880608 citations. The organization is also known as: UNSW & UNSW Australia.


Papers
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Journal ArticleDOI
TL;DR: The proposed LSTM approach outperforms the other listed rival algorithms in the task of short-term load forecasting for individual residential households and is comprehensively compared to various benchmarks including the state-of-the-arts in the field of load forecasting.
Abstract: As the power system is facing a transition toward a more intelligent, flexible, and interactive system with higher penetration of renewable energy generation, load forecasting, especially short-term load forecasting for individual electric customers plays an increasingly essential role in the future grid planning and operation. Other than aggregated residential load in a large scale, forecasting an electric load of a single energy user is fairly challenging due to the high volatility and uncertainty involved. In this paper, we propose a long short-term memory (LSTM) recurrent neural network-based framework, which is the latest and one of the most popular techniques of deep learning, to tackle this tricky issue. The proposed framework is tested on a publicly available set of real residential smart meter data, of which the performance is comprehensively compared to various benchmarks including the state-of-the-arts in the field of load forecasting. As a result, the proposed LSTM approach outperforms the other listed rival algorithms in the task of short-term load forecasting for individual residential households.

1,415 citations

Journal ArticleDOI
TL;DR: This critical review provides insight into emerging venues for application as well as new mechanistic understanding of this exceptional chemistry in its many forms.
Abstract: The merits of thiol-click chemistry and its potential for making new forays into chemical synthesis and materials applications are described Since thiols react to high yields under benign conditions with a vast range of chemical species, their utility extends to a large number of applications in the chemical, biological, physical, materials and engineering fields This critical review provides insight into emerging venues for application as well as new mechanistic understanding of this exceptional chemistry in its many forms (81 references)

1,412 citations

Journal ArticleDOI
TL;DR: In this article, a wider-angle lens exposes an imposing image of commonality in market microstructure, showing that quoted spreads, quoted depth, and effective spreads co-move with market and industry-wide liquidity.
Abstract: Traditionally and understandably, the microscope of market microstructure has focused on attributes of single assets. Little theoretical attention and virtually no empirical work has been devoted to common determinants of liquidity nor to their empirical manifestation, correlated movements in liquidity. But a wider-angle lens exposes an imposing image of commonality. Quoted spreads, quoted depth, and effective spreads co-move with market- and industry-wide liquidity. After controlling for well-known individual liquidity determinants such as volatility, volume, and price, common influences remain significant and material. Recognizing the existence of commonality is a key to uncovering some suggestive evidence that inventory risks and asymmetric information both affect intertemporal changes in liquidity.

1,410 citations

Journal ArticleDOI
TL;DR: Sandra L. Peake, Anthony Delaney, Michael Bailey, Rinaldo Bellomo, Peter A. Cameron, James Cooper, Alisa M. Higgins, Anna Holdgate, Belinda D. Howe, Steven A.R.
Abstract: Sandra L. Peake, Anthony Delaney, Michael Bailey, Rinaldo Bellomo, Peter A. Cameron, James Cooper, Alisa M. Higgins, Anna Holdgate, Belinda D. Howe, Steven A.R. Webb, Patricia Williams, The Australasian Resuscitation in Sepsis Evaluation (ARISE) Investigators and the Australian and New Zealand Intensive Care Society ANZICS Clinical Trials Group

1,409 citations

Journal ArticleDOI
TL;DR: In this article, the authors report the results of an historical analysis of social disclosures in 100 years of annual reporting by a dominant corporation in the Australian mining/manufacturing industry and identify a variable but significant pattern of social reporting.
Abstract: Various rationales have been advanced to explain the phenomenon of corporate social reporting. Among these has been legitimacy theory which posits that corporate disclosures are made as reactions to environmental factors and in order to legitimise corporate actions. This paper reports the results of an historical analysis of social disclosures in 100 years of annual reporting by a dominant corporation in the Australian mining/manufacturing industry. A variable but significant pattern of social reporting is identified and compared with an earlier study of social reporting by US Steel. The results of this study fail to confirm legitimacy theory as the primary explanation for social reporting in the Australian case.

1,405 citations


Authors

Showing all 51897 results

NameH-indexPapersCitations
Ronald C. Kessler2741332328983
Nicholas G. Martin1921770161952
John C. Morris1831441168413
Richard S. Ellis169882136011
Ian J. Deary1661795114161
Nicholas J. Talley158157190197
Wolfgang Wagner1562342123391
Bruce D. Walker15577986020
Xiang Zhang1541733117576
Ian Smail15189583777
Rui Zhang1512625107917
Marvin Johnson1491827119520
John R. Hodges14981282709
Amartya Sen149689141907
J. Fraser Stoddart147123996083
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Performance
Metrics
No. of papers from the Institution in previous years
YearPapers
2023389
20221,183
202111,342
202011,235
20199,891
20189,145