How to Conduct a Multi‐Domain Systematic (Literature) Review? Guidelines Using The Lotus Protocol
ABSTRACT Complex challenges increasingly demand multidisciplinary research across intersecting knowledge domains. However, existing systematic (literature) review protocols offer limited guidance and tend to confine scholars to single‐domain or single‐intersection reviews.
Bart J. A. van Bueren +6 more
wiley +1 more source
Data-Driven Multi-Objective Optimization of Drilling Performance in Multi-Walled Carbon Nanotube-Reinforced Carbon Fiber-Reinforced Polymer Nanocomposites. [PDF]
Kirli Akin H.
europepmc +1 more source
Learning Outcomes That Maximally Differentiate Psychiatric Treatments
ABSTRACT Objectives To develop a statistical method that uncovers clinically meaningful differences between active psychiatric treatments, even when traditional rating scales fail to do so. Methods We introduce Supervised Varimax (SV), a novel algorithm that transforms individual items from clinical rating scales into a small set of optimized outcomes ...
Eric V. Strobl, Semmie Kim
wiley +1 more source
Class-balanced dermoscopic lesion segmentation using MoG-LISA and optimized Swin-UNet via the GM-FDE framework. [PDF]
Muthamil Selvan S, Kavitha R.
europepmc +1 more source
Finding Maximum Weight 2‐Packing Sets on Arbitrary Graphs
ABSTRACT A 2‐packing set for an undirected, weighted graph G=(V,E,w) is a subset 𝒮⊆V such that any two vertices v1,v2∈𝒮 are not adjacent and have no common neighbors. The Maximum Weight 2‐Packing Set problem that asks for a 2‐packing set of maximum weight is NP‐hard.
Jannick Borowitz +2 more
wiley +1 more source
WHFDL: an explainable method based on World Hyper-heuristic and Fuzzy Deep Learning approaches for gastric cancer detection using metabolomics data. [PDF]
Mahdavi N +8 more
europepmc +1 more source
ABSTRACT Machine learning approaches have been increasingly applied to social media text data for mental health risk detection. However, existing studies vary widely in target outcomes, data sources, labeling strategies, and evaluation practices, and a structured overview of recent research remains limited.
Yiqing He, Yinning He, Darong Liu
wiley +1 more source
Fuzzy-based multi-objective scheduling for human-robot manufacturing systems. [PDF]
Deng Y, Huang B, Lai S.
europepmc +1 more source
From Levin's Universal Search to Policy-Guided Tree Search. [PDF]
Li M.
europepmc +1 more source
Conceptualizing age‐appropriate social media to support children's digital futures
Abstract Is there really a ‘right age’ for social media? As governments rush to regulate children's digital lives, age‐based bans and ‘age‐appropriate’ design regulations are gaining international momentum. However, these are often based on theoretically dated ‘ages and stages’ models and blunt age thresholds.
Sonia Livingstone, Kim R. Sylwander
wiley +1 more source

