A survey of machine learning for estimating workload: considering unknown tasks. [PDF]
Bhagat Smith J, Adams JA.
europepmc +1 more source
Beyond Inflation: The Adequacy of Out‐of‐Home Care Allowances in Australia
ABSTRACT Research Question This study examines whether home‐based (foster, kinship or relative) out‐of‐home care (OOHC) allowances in New South Wales, Australia, adequately reflect the contemporary costs of caring for children. Research Findings We find that real median expenditure among families with children increased by 23%–30% between 2006 and 2022,
Ou Yang +4 more
wiley +1 more source
Quantifying Randomness in Stochastic Bit Sequences. [PDF]
Lange C +4 more
europepmc +1 more source
How Important Are Sectoral Shocks in Australia?
ABSTRACT We examine the role of sectoral shocks in driving aggregate fluctuations for the Australian economy between 1994 and 2023, comparing the pre‐COVID and COVID periods. Using both statistical and structural factor models for disaggregated industrial production, we find that sectoral shocks accounted for a substantial portion of aggregate ...
Longye Tian, James Morley
wiley +1 more source
The Value of Controlling Wilding Conifers in New Zealand
ABSTRACT Exotic, invasive conifer tree species, known as ‘wilding conifers’, pose a significant threat to natural ecosystems and are costly to manage, creating a need to identify community preferences in order to inform and balance public investment in their control.
Maksym Polyakov +6 more
wiley +1 more source
FedSynHAR: a framework based on feature-enhanced adaptive pruning-mutual distillation for federated human activity recognition. [PDF]
Wang C, Fan R.
europepmc +1 more source
Policy Points The federal government should provide states with authorities under Medicaid that allow greater use of home and community‐based services for people with serious and persistent mental illness. This requires deemphasizing authorities that require budget neutrality in a post‐institutionalization world (Section 1115 waivers) and relying on ...
HAROLD POLLACK +2 more
wiley +1 more source
FedSwin-LHTP: Structure-Aware Hessian-Inspired Token Pruning for Efficient Federated Skin Lesion Classification. [PDF]
Awais M, Junejo RH.
europepmc +1 more source
Graph‐Laplacian modeling of spatiotemporal effects for house price estimation
Abstract Many variables involve the modeling of spatial effects, and their dynamics over time. This article presents a linear model in which spatiotemporal random effects are modeled by graph‐Laplacians. A graph‐Laplacian flexibly encodes adjacency in both space and time, in our case not depending on unknown parameters. The graph‐Laplacian can be input
Willem P Sijp, Marc K. Francke
wiley +1 more source
Dynamic variance-aware federated tuning for efficient autonomous vehicle perception under non-IID settings. [PDF]
Dhanavarshini V, Periyasamy S.
europepmc +1 more source

