title: Rewi Mokena: youngest son of Mokena Hou

authors: Hart, Philip

abstract: The youngest child of Mokena Hou, Rewi Mokena moved from place to place when young, finally settling permanently at Te Aroha. Having received some education, he was fluent in English. Like the typical rangatira of the time, he acquired interests in several blocks of land, obtained income from these in the short term, but because of financial difficulties was brought before the court several times. 
His involvement in gold mining started in a small way in 1875. Five years later, he would assist Hone Werahiko to prospect Te Aroha – and to fend off inquisitive Pakeha. He invested in claims in all of the three areas where gold was found.
By the twentieth century, Rewi was the most important rangatira at Te Aroha, and had wider influence, assisting the King Movement to seek redress for lost land. From a young age he participated in Pakeha society, notably as a rugby player, and became a prominent Mormon. His complicated private life, including bigamy and a wife’s attempted suicide because of his adultery, did not lower his high standing in Maori society nor damage his popularity with Pakeha.

text: Rewi Mokena: youngest son of Mokena Hou The youngest child of Mokena Hou, Rewi Mokena moved from place to place when young, finally settling permanently at Te Aroha. Having received some education, he was fluent in English. Like the typical rangatira of the time, he acquired interests in several blocks of land, obtained income from these in the short term, but because of financial difficulties was brought before the court several times. 
His involvement in gold mining started in a small way in 1875. Five years later, he would assist Hone Werahiko to prospect Te Aroha – and to fend off inquisitive Pakeha. He invested in claims in all of the three areas where gold was found.
By the twentieth century, Rewi was the most important rangatira at Te Aroha, and had wider influence, assisting the King Movement to seek redress for lost land. From a young age he participated in Pakeha society, notably as a rugby player, and became a prominent Mormon. His complicated private life, including bigamy and a wife’s attempted suicide because of his adultery, did not lower his high standing in Maori society nor damage his popularity with Pakeha.

year: 2016

title: Help or hindrance? New Zealand audience perspectives on subtitled media

authors: Kirk, Victoria

abstract: This research presents a picture of audiences’ patterns of engagement with internationally subtitled media in Hamilton, New Zealand. Utilising an audience reception framework to investigate audiences’ interactions with, and evaluations of subtitled media, this research unites the disciplines of Audio Visual Translation and Screen and Media Studies in a specific locale, with an emphasis on the reception of audio visual translated media. Findings in this research also provide a discussion of the wider contexts of audience reception in New Zealand, by investigating local subtitled media in relation to media accessibility processes found in the distinctive cultural landscape of New Zealand. Ultimately, this research finds the situation in New Zealand regarding audiences and the reception of both local English and Māori language media, as well as international subtitled media, exhibits complex polarisations in both the local translation industry production and audience attitudes towards bilingual media. In contrast to this, is the proliferation of international media with subtitles, which is appreciated by Hamilton residents since it provides diverse, accessible, and enjoyable content through a variety of media platforms.

text: Help or hindrance? New Zealand audience perspectives on subtitled media This research presents a picture of audiences’ patterns of engagement with internationally subtitled media in Hamilton, New Zealand. Utilising an audience reception framework to investigate audiences’ interactions with, and evaluations of subtitled media, this research unites the disciplines of Audio Visual Translation and Screen and Media Studies in a specific locale, with an emphasis on the reception of audio visual translated media. Findings in this research also provide a discussion of the wider contexts of audience reception in New Zealand, by investigating local subtitled media in relation to media accessibility processes found in the distinctive cultural landscape of New Zealand. Ultimately, this research finds the situation in New Zealand regarding audiences and the reception of both local English and Māori language media, as well as international subtitled media, exhibits complex polarisations in both the local translation industry production and audience attitudes towards bilingual media. In contrast to this, is the proliferation of international media with subtitles, which is appreciated by Hamilton residents since it provides diverse, accessible, and enjoyable content through a variety of media platforms.

year: 2019

title: New Options for Hoeffding Trees

authors: Pfahringer, Bernhard

subjects: computer science

abstract: Hoeffding trees are state-of-the-art for processing high-speed data streams. Their ingenuity stems from updating sufficient statistics, only addressing growth when decisions can be made that are guaranteed to be almost identical to those that would be made by conventional batch learning methods. Despite this guarantee, decisions are still subject to limited lookahead and stability issues. In this paper we explore Hoeffding Option Trees, a regular Hoeffding tree containing additional option nodes that allow several tests to be applied, leading to multiple Hoeffding trees as separate paths. We show how to control tree growth in order to generate a mixture of paths, and empirically determine a reasonable number of paths. We then empirically evaluate a spectrum of Hoeffding tree variations: single trees, option trees and bagged trees. Finally, we investigate pruning. We show that on some datasets a pruned option tree can be smaller and more accurate than a single tree.

text: New Options for Hoeffding Trees Hoeffding trees are state-of-the-art for processing high-speed data streams. Their ingenuity stems from updating sufficient statistics, only addressing growth when decisions can be made that are guaranteed to be almost identical to those that would be made by conventional batch learning methods. Despite this guarantee, decisions are still subject to limited lookahead and stability issues. In this paper we explore Hoeffding Option Trees, a regular Hoeffding tree containing additional option nodes that allow several tests to be applied, leading to multiple Hoeffding trees as separate paths. We show how to control tree growth in order to generate a mixture of paths, and empirically determine a reasonable number of paths. We then empirically evaluate a spectrum of Hoeffding tree variations: single trees, option trees and bagged trees. Finally, we investigate pruning. We show that on some datasets a pruned option tree can be smaller and more accurate than a single tree.

year: 2007