Data Mining
20th Australasian Conference, AusDM 2022, Western Sydney, Australia, December 12–15, 2022, Proceedings
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Chapter and Conference Paper
TRIC: A Triples Corrupter for Knowledge Graphs
We study the problem of corrupting triples in Knowledge Graphs (KG) for the purpose of assisting anomaly detection and error detection techniques developed for KG quality enhancement. Our goal is to provide us...
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Book and Conference Proceedings
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Book and Conference Proceedings
Data Mining
19th Australasian Conference on Data Mining, AusDM 2021, Brisbane, QLD, Australia, December 14-15, 2021, Proceedings
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Book and Conference Proceedings
Data Mining
17th Australasian Conference, AusDM 2019, Adelaide, SA, Australia, December 2–5, 2019, Proceedings
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Book and Conference Proceedings
Data Mining
15th Australasian Conference, AusDM 2017, Melbourne, VIC, Australia, August 19-20, 2017, Revised Selected Papers
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Chapter
Conclusion: What is Sincerity?
This chapter concludes by reflecting on how the study of sincerity brings together linguistic, literary and emotional histories in productive new ways.
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Living Reference Work Entry In depth
Microfossils: Palynology
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Chapter
Before Sincerity: Pagan Beliefs of Language and Emotion
This chapter surveys evidence for pre- and transitionally Christian culture, and especially views toward language and its relationship to emotions, using Old Norse and Old English sources. After considering pa...
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Chapter
Sincerity in Contrition: From Confessions to Apologies
This chapter traces the development of affective apologies expressing contrition (e.g. I am sorry) from their origins in Christian confession to the language of fifteenth-century familiar letters. Apologies were ...
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Chapter
Introduction: Sincerity, Language Change and Medieval Literature
This chapter introduces sincerity at a conjunction of language history and the history of emotions. Sincerity is defined as an ideal that morally links inward affectivity with outward expression in a way that ...
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Chapter
God Who Knows the Heart: The Christianization of Language and Emotion
This chapter documents the introduction of the Christian ‘God who knows the heart’, and shows how this affectively omniscient presence, reinforced through psalms, wisdom literature, saints’ lives and homilies,...
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Chapter
Sincerity in Love: From caritas to affectio maritalis
This chapter documents the development of sincere love as evidenced in epistolary and literary texts. Romantic love in particular was originally introduced through contact with Anglo-Norman culture, and genres...
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Chapter and Conference Paper
Stratified Over-Sampling Bagging Method for Random Forests on Imbalanced Data
Imbalanced data presents a big challenge to random forests (RF). Over-sampling is a commonly used sampling method for imbalanced data, which increases the number of instances of minority class to balance the c...
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Article
A personal appreciation of the career, thus far, of Professor Friedrich Kremer
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Chapter and Conference Paper
Ensemble Clustering of High Dimensional Data with FastMap Projection
In this paper, we propose an ensemble clustering method for high dimensional data which uses FastMap projection to generate subspace component data sets. In comparison with popular random sampling and random p...
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Chapter and Conference Paper
Extensions to Quantile Regression Forests for Very High-Dimensional Data
This paper describes new extensions to the state-of-the-art regression random forests Quantile Regression Forests (QRF) for applications to high-dimensional data with thousands of features. We propose a new subsp...
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Article
Special issue on behavior computing
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Chapter and Conference Paper
Hybrid Random Forests: Advantages of Mixed Trees in Classifying Text Data
Random forests are a popular classification method based on an ensemble of a single type of decision tree. In the literature, there are many different types of decision tree algorithms, including C4.5, CART an...
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Article
Lifespan theorem for constrained surface diffusion flows
We consider closed immersed hypersurfaces in \({\mathbb R^{3}}\) and
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Book
