Results 131 to 140 of about 13,793,701 (286)

Relational random forests based on random relational rules [PDF]

, 2009
Random Forests have been shown to perform very well in propositional learning. FORF is an upgrade of Random Forests for relational data. In this paper we investigate shortcomings of FORF and propose an alternative algorithm, R⁴F, for generating Random ...
Pfahringer, Bernhard, Anderson, Grant
core   +1 more source

Australian Practitioners' Beliefs, Confidence, and Training Needs for Delivering Behaviour Support to Children and Young People in Out‐of‐Home Care

Australian Journal of Social Issues, EarlyView.
ABSTRACT Children in out‐of‐home care (OOHC) frequently present with complex behavioural needs. In New South Wales (NSW), behaviour support plans (BSPs) are mandated when restrictive practices, including psychotropic medication, are used. Little research has examined whether the statutory workforce is adequately prepared to meet behaviour support ...
Manisha Abayakoon Stanborough, Kelly‐Ann Allen, Emily Berger, Mikaela Stanborough, Erin Leif   +4 more
wiley   +1 more source

What is ‘relational thinking’, and how does it manifest in research?

People and Nature
People and Nature is a ‘journal of relational thinking’. This editorial explores what relational thinking can mean and how it might be operationalized in the context of humans and the environment.
Rachelle K. Gould, Stefan Partelow, Kevin J. Gaston, Tobias Plieninger, Helen E. Roy, Robert Fish, Andrea Rawluk   +6 more
doaj   +1 more source

How Are Australian Local Governments Responding to the Homelessness Crisis? Findings From a National Study

Australian Journal of Social Issues, EarlyView.
ABSTRACT Australian local governments are facing intensifying pressures to respond to worsening visible homelessness. This paper presents one of the first national studies on how local governments are responding to these pressures, and the first since the onset of the post‐pandemic housing crisis.
Andrew Clarke, Joelle Moore, Fatemeh Aminpour, Katya Eagles   +3 more
wiley   +1 more source

To What Extent Do Australian Government Metrics Align With Indigenous and Non‐Indigenous Conceptualisations of Wellbeing? A Scoping Review of Wellbeing Frameworks

Australian Journal of Social Issues, EarlyView.
ABSTRACT Indigenous wellbeing theories offer potential to better measure social and cultural determinants. This scoping review aimed to identify the types of metrics used by the Australian government to assess wellbeing and evaluate the alignment of current frameworks against Indigenous and non‐Indigenous conceptualisations of wellbeing.
Sophie Wright‐Pedersen, Edward J. O'Connor, Megan Rebuli, Tiana Thorne, Naomi Kakoschke, Ray Mahoney   +5 more
wiley   +1 more source

Shifting Child Protection Assessments From a Deficit Focus to Assessments Informed by Strengths and Protective Factors: Translating Research Knowledge to Practice

Australian Journal of Social Issues, EarlyView.
ABSTRACT Child protection systems play a critical role in preventing and responding to child maltreatment, yet practices are often predominantly deficit focused. This paper presents a rapid literature review on the strengths, protective factors, and cultural considerations to inform child protection assessment.
Gabrielle R. Hunt, Carmela Bastian, Luke Cantley, Ulrike Marwitz, Daryl J. Higgins   +4 more
wiley   +1 more source

Prevention of Adolescent Depression in Primary Care: Barriers and Relational Work Solutions. [PDF]

Calif J Health Promot, 2017
Mahoney N, Gladstone T, DeFrino D, Stinson A, Nidetz J, Canel J, Ching E, Berry A, Cantorna J, Fogel J, Eder M, Bolotin M, Van Voorhees BW.   +12 more
europepmc   +1 more source

‘Shelter is a Dignity’: Rental Racism, Stress and Housing (In)justice

Australian Journal of Social Issues, EarlyView.
ABSTRACT Australia's private rental sector is in crisis, and culturally and racially minoritised renters face compounded harms through both covert and everyday direct forms of rental racism. Drawing on five community‐based focus groups in Melbourne (n = 37), the paper explores how racism manifests across the rental pathway and how it structures the ...
Erika Martino, Ilan Wiesel, Ang Li, Rebecca Bentley   +3 more
wiley   +1 more source

Intensified Manufactured Non‐Belonging: Working Holiday Makers in Australia During the COVID‐19 Pandemic

Australian Journal of Social Issues, EarlyView.
ABSTRACT Nations manufacture non‐belonging of temporary migrants through policy frameworks that produce exclusion. This precarity maximises the economic benefit of temporary migrant labour by minimising their political, social and legal rights. In this paper, we examine how non‐belonging targeting Working Holiday Makers (WHMs) is manufactured in ...
Donna James, Alanna Kamp
wiley   +1 more source

PRISM, a Bidirectional NMR Foundation Model: From Peak List to Structure and Back

Angewandte Chemie, EarlyView.
Structure elucidation from NMR can consume an expert for hours or even days. PRISM addresses this with a bidirectional transformer trained on 1.19 M real experimental spectra: it translates 1H and 13C peak lists into structures with 60.1% stereo‐aware top‐1 accuracy (72.5% stereo‐unaware), and, working in reverse, predicts spectra back from structures,
Ajnabiul Hoque, Frank Glorius
wiley   +2 more sources