title: MOA: Massive Online Analysis

authors: Bifet, Albert

subjects: computer science

abstract: Massive Online Analysis (MOA) is a software environment for implementing algorithms and running experiments for online learning from evolving data streams. MOA includes a collection of offline and online methods as well as tools for evaluation. In particular, it implements boosting, bagging, and Hoeffding Trees, all with and without Naïve Bayes classifiers at the leaves. MOA supports bi-directional interaction with WEKA, the Waikato Environment for Knowledge Analysis, and is released under the GNU GPL license.

text: MOA: Massive Online Analysis Massive Online Analysis (MOA) is a software environment for implementing algorithms and running experiments for online learning from evolving data streams. MOA includes a collection of offline and online methods as well as tools for evaluation. In particular, it implements boosting, bagging, and Hoeffding Trees, all with and without Naïve Bayes classifiers at the leaves. MOA supports bi-directional interaction with WEKA, the Waikato Environment for Knowledge Analysis, and is released under the GNU GPL license.

year: 2010

title: An overview of natural hazard planning in the Pacific Island region

authors: Campbell, John

subjects: Pacific Islands

abstract: PICs are exposed to a wide range of natural hazards. Despite this it appears that traditionally communities coped relatively well and in many ways Pacific community remain remarkably resilient, especially in rural areas. Nevertheless, colonialism resulted in the decline of many activities that contributed to resilience. This was reinforced by the provision of disaster relief which has intensified in the post-colonial era. In this same period regional activities and steps by newly independent countries have seen the development of solid institutional arrangements for disaster management (mostly in the form of preparedness planning). However, measures to reduce disaster losses by incorporating risk reduction into national planning activities and decision-making have received little support to date from national governments. At the same time urbanisation is increasing rapidly in many PICs, but there has been a low level of implementation of effective urban planning and management, let alone disaster risk management. Moves are being made at the regional level to address these problems but are at an early stage.

text: An overview of natural hazard planning in the Pacific Island region PICs are exposed to a wide range of natural hazards. Despite this it appears that traditionally communities coped relatively well and in many ways Pacific community remain remarkably resilient, especially in rural areas. Nevertheless, colonialism resulted in the decline of many activities that contributed to resilience. This was reinforced by the provision of disaster relief which has intensified in the post-colonial era. In this same period regional activities and steps by newly independent countries have seen the development of solid institutional arrangements for disaster management (mostly in the form of preparedness planning). However, measures to reduce disaster losses by incorporating risk reduction into national planning activities and decision-making have received little support to date from national governments. At the same time urbanisation is increasing rapidly in many PICs, but there has been a low level of implementation of effective urban planning and management, let alone disaster risk management. Moves are being made at the regional level to address these problems but are at an early stage.

year: 2010

title: He Pikinga Waiora Kimi Ora lifestyle programme: Case study of a successful community-based indigenous diabetes intervention.

authors: Masters-Awatere, Bridgette

subjects: Diabetes

abstract: ABSTRACT 
AIM: To co-design and implement a whānau-centred, community-based lifestyle programme (Kimi Ora) intended to ensure no worsening of HbA1c and to improve wellbeing for Māori whānau and communities with diabetes or pre-diabetes. 
METHODS: Māori healthcare providers, community members, research advisors and wider stakeholders used a co-design process underpinned by He Pikinga Waiora to collaboratively develop and implement Kimi Ora Control group comparisons and participants were recruited from Te Kōhao Health. Multi-method monitoring and collection captured individual, whānau and community data. 
RESULTS: Kimi Ora was run in two communities in Aotearoa New Zealand. In total, there were 35 participants who took part in an eight-week programme offered five times alongside a comparison group comprising 21 participants. Kimi Ora resulted in significant improvements on all biomedical measures compared to baseline, and participants had gains relative to the comparison group for variables including weight, BMI, blood pressure and waist measurement. Of particular note was the 100% retention rate and sustained community support for Kimi Ora. 
CONCLUSIONS: Outcomes from Kimi Ora demonstrate this programme, which was actively tailored for and worked with Māori communities in a responsive and flexible manner, resulted in successful biomedical outcomes, high engagement and high retention.

text: He Pikinga Waiora Kimi Ora lifestyle programme: Case study of a successful community-based indigenous diabetes intervention. ABSTRACT 
AIM: To co-design and implement a whānau-centred, community-based lifestyle programme (Kimi Ora) intended to ensure no worsening of HbA1c and to improve wellbeing for Māori whānau and communities with diabetes or pre-diabetes. 
METHODS: Māori healthcare providers, community members, research advisors and wider stakeholders used a co-design process underpinned by He Pikinga Waiora to collaboratively develop and implement Kimi Ora Control group comparisons and participants were recruited from Te Kōhao Health. Multi-method monitoring and collection captured individual, whānau and community data. 
RESULTS: Kimi Ora was run in two communities in Aotearoa New Zealand. In total, there were 35 participants who took part in an eight-week programme offered five times alongside a comparison group comprising 21 participants. Kimi Ora resulted in significant improvements on all biomedical measures compared to baseline, and participants had gains relative to the comparison group for variables including weight, BMI, blood pressure and waist measurement. Of particular note was the 100% retention rate and sustained community support for Kimi Ora. 
CONCLUSIONS: Outcomes from Kimi Ora demonstrate this programme, which was actively tailored for and worked with Māori communities in a responsive and flexible manner, resulted in successful biomedical outcomes, high engagement and high retention.

year: 2021-11-12