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View article: Extending the reach of palliative care–a double–edged sword: a qualitative study of clinicians’ experiences of delivering telehealth in Australia and Aotearoa New Zealand
Extending the reach of palliative care–a double–edged sword: a qualitative study of clinicians’ experiences of delivering telehealth in Australia and Aotearoa New Zealand Open
Background Telehealth palliative care delivery has been shown to be feasible and acceptable for patients, families and clinicians across a number of contexts. However, the rapid implementation of telehealth during the pandemic exposed both…
View article: Leveraging Life Cycle Assessment (LCA) to Expand Green Procurement in GHG Reduction Budgeting Systems
Leveraging Life Cycle Assessment (LCA) to Expand Green Procurement in GHG Reduction Budgeting Systems Open
The parties agreed to limit the global average temperature increase to well below 2°C above pre-industrial levels, and to pursue efforts to limit the increase to 1.5°C. Budget policies in the public sector for responding to the climate cri…
View article: On-device diagnostic recommendation with heterogeneous federated BlockNets
On-device diagnostic recommendation with heterogeneous federated BlockNets Open
The evolution of edge computing has advanced the accessibility of E-health recommendation services, encompassing areas such as medical consultations, prescription guidance, and diagnostic assessments. Traditional methodologies predominantl…
View article: Technologies and Applications of Robots in Dementia Care: A Systematic Review
Technologies and Applications of Robots in Dementia Care: A Systematic Review Open
Socially assistive robotics (SARs) can provide social interventions for people living with dementia. Although several SARs have been introduced, the absence of their evaluation and discussion has restricted the development and use of robot…
View article: Model-Free Counterfactual Subset Selection at Scale
Model-Free Counterfactual Subset Selection at Scale Open
Ensuring transparency in AI decision-making requires interpretable explanations, particularly at the instance level. Counterfactual explanations are a powerful tool for this purpose, but existing techniques frequently depend on synthetic e…
View article: Hypergraph Diffusion for High-Order Recommender Systems
Hypergraph Diffusion for High-Order Recommender Systems Open
Recommender systems rely on Collaborative Filtering (CF) to predict user preferences by leveraging patterns in historical user-item interactions. While traditional CF methods primarily focus on learning compact vector embeddings for users …
View article: Technology Mapping with Large Language Models
Technology Mapping with Large Language Models Open
In today's fast-evolving business landscape, having insight into the technology stacks that organizations use is crucial for forging partnerships, uncovering market openings, and informing strategic choices. However, conventional technolog…
View article: Setting the context for a complex dental intervention of role substitution in care homes: Initial process evaluation findings
Setting the context for a complex dental intervention of role substitution in care homes: Initial process evaluation findings Open
Objectives SENIOR (uSing rolE‐substitutioN In care homes to improve oRal health) is a randomised controlled trial designed to determine whether role substitution could improve oral health for this population. A parallel process evaluation …
View article: Understanding the University Student Experience Through Big Data Analytics
Understanding the University Student Experience Through Big Data Analytics Open
Despite best efforts, the student experience remains poorly understood. One under-explored approach to understanding the student experience is the use of big data analytics. The reported study is a work in progress aimed at exploring the v…
View article: “Beyond Feasibility”: A Qualitative Study of Patients, Their Whānau (Family) and Staff Perspectives and Experiences of a Non- Pharmacological Delirium-Prevention Intervention in Two Aotearoa/New Zealand Hospices
“Beyond Feasibility”: A Qualitative Study of Patients, Their Whānau (Family) and Staff Perspectives and Experiences of a Non- Pharmacological Delirium-Prevention Intervention in Two Aotearoa/New Zealand Hospices Open
This qualitative study found that it is feasible and acceptable to study multicomponent nonpharmacological delirium-prevention interventions in Aotearoa/New Zealand hospice inpatient units. The study also highlights the value of Māori-cent…
View article: Explainable Neural Subgraph Matching With Learnable Multi-Hop Attention
Explainable Neural Subgraph Matching With Learnable Multi-Hop Attention Open
Subgraph matching is a challenging problem with a wide range of applications in drug discovery, social network analysis, biochemistry, and cognitive science. It involves determining whether a given query graph is present within a larger ta…
View article: Simplifying Sentiment Analysis on Social Media: A Step-by-Step Approach
Simplifying Sentiment Analysis on Social Media: A Step-by-Step Approach Open
This tutorial presents a systematic guide to performing sentiment analysis on social media data, designed to be accessible to researchers and marketers with varying levels of data science expertise. We prioritise open science by providing …
View article: Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining
Isomorphic Graph Embedding for Progressive Maximal Frequent Subgraph Mining Open
Maximal frequent subgraph mining (MFSM) is the task of mining only maximal frequent subgraphs, i.e., subgraphs that are not a part of other frequent subgraphs. Although many intelligent systems require MFSM, MFSM is challenging compared to…
View article: Reduction of solar photovoltaic system output variability with geographical aggregation
Reduction of solar photovoltaic system output variability with geographical aggregation Open
Variable power outputs are one of the largest challenges facing the widespread adoption of renewable energy systems. The inherent variability of solar resources makes it challenging to integrate large amounts of solar energy into the elect…
View article: Towards a Review-Analytics-as-a-Service (RAaaS) Framework for SMEs: A Case Study on Review Fraud Detection and Understanding
Towards a Review-Analytics-as-a-Service (RAaaS) Framework for SMEs: A Case Study on Review Fraud Detection and Understanding Open
With the advancement of internet technology, customers increasingly rely on online reviews as a valuable source of information. The study aims to develop a marketing data analytics framework to manage online reviews, especially fake review…
View article: Complex Representation Learning with Graph Convolutional Networks for Knowledge Graph Alignment
Complex Representation Learning with Graph Convolutional Networks for Knowledge Graph Alignment Open
The task of discovering equivalent entities in knowledge graphs (KGs), so‐called KG entity alignment, has drawn much attention to overcome the incompleteness problem of KGs. The majority of existing techniques learns the pointwise represen…
View article: A Comparative Study of Question Answering over Knowledge Bases
A Comparative Study of Question Answering over Knowledge Bases Open
Question answering over knowledge bases (KBQA) has become a popular approach to help users extract information from knowledge bases. Although several systems exist, choosing one suitable for a particular application scenario is difficult. …
View article: Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks
Poisoning GNN-based Recommender Systems with Generative Surrogate-based Attacks Open
With recent advancements in graph neural networks (GNN), GNN-based recommender systems (gRS) have achieved remarkable success in the past few years. Despite this success, existing research reveals that gRSs are still vulnerable to poison a…
View article: Feeding Ecology of Common Squid Todarodes pacificus in the South Sea of Korea Determined through Stable Isotope and Stomach Content Analyses
Feeding Ecology of Common Squid Todarodes pacificus in the South Sea of Korea Determined through Stable Isotope and Stomach Content Analyses Open
The common squid Todarodes pacificus is a dominant species within epipelagic communities and an important commercial species in the South and East seas of Korea and in the East China Sea. In this study, to examine the dietary composition, …
View article: Crack segmentation enhancement using an adaptive hyper-parameter tuning scheme configured by a novel crack type clustering method
Crack segmentation enhancement using an adaptive hyper-parameter tuning scheme configured by a novel crack type clustering method Open
In the past few years, computer vision algorithms have profoundly impacted areas where image and video data are used as input data. Crack detection is one of the areas where researchers have applied countless deep learning architectures to…
View article: Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs Open
The propagation of rumours on social media poses an important threat to societies, so that various techniques for rumour detection have been proposed recently. Yet, existing work focuses on \emph{what} entities constitute a rumour, but pro…