97 citations
- Massey UniversityNZ2 papers
- Paderborn UniversityDE2 papers
- Queensland University of TechnologyAU2 papers
- Cancer AustraliaAU1 paper
- Central Michigan UniversityUS1 paper
- Commonwealth Scientific and Industrial Research OrganisationAU1 paper
- Coventry UniversityGB1 paper
- Deakin UniversityAU1 paper
- ETH ZurichCH1 paper
- Harvard UniversityUS1 paper
- Institute of Space and Astronautical ScienceJP1 paper
- Robert Bosch (Germany)DE1 paper
14 papers
Direct Routing Gradient (DRGrad): A Personalized Information Surgery for Multi-Task Learning (MTL) Recommendations
Yuguang Liu, Yiyun Miao, Luyao Xia
Multi-task learning (MTL) has emerged as a successful strategy in industrial-scale recommender systems, offering significant advantages such as capturing diverse users' interests a…
Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning
Teo Susnjak, Peter Hwang, Napoleon H. Reyes +3
This research pioneers the use of fine-tuned Large Language Models (LLMs) to automate Systematic Literature Reviews (SLRs), presenting a significant and novel contribution in integ…
RGB-D And Thermal Sensor Fusion: A Systematic Literature Review
Martin Brenner, Napoleon H. Reyes, Teo Susnjak +1
In the last decade, the computer vision field has seen significant progress in multimodal data fusion and learning, where multiple sensors, including depth, infrared, and visual, a…
From Little Things Big Things Grow: A Collection with Seed Studies for Medical Systematic Review Literature Search
Shuai Wang, Harrisen Scells, Justin Clark +2
Medical systematic review query formulation is a highly complex task done by trained information specialists. Complexity comes from the reliance on lengthy Boolean queries, which e…
The Hitchhiker's Guide to Fused Twins: A Review of Access to Digital Twins in situ in Smart Cities
Jascha Grübel, Tyler Thrash, Leonel Aguilar +5
Smart Cities already surround us, and yet they are still incomprehensibly far from directly impacting everyday life. While current Smart Cities are often inaccessible, the experien…
Culture and the disposition effect
Bastian Breitmayer, Tim Hasso, Matthias Pelster
We study the relationship between national culture and the disposition effect by investigating international differences in the degree of investors' disposition effect. We utilize…