IEEE

Cost-Optimized Server Allocation and Request Routing in Cloud Systems Using Different Service Classes

Abstract: Cloud systems offer scalable and flexible infrastructure but can become expensive if the resource usage is not optimized. To help reduce service delivery costs, this paper presents ...
Frontiers

The Neuro Bureau Preprocessing Initiative: open sharing of preprocessed neuroimaging data and derivatives

Grass-roots initiatives such as the 1000 Functional Connectomes Project (FCP) and International Neuroimaging Data- sharing Initiative (INDI) [1] are successfully amassing and sharing large-scale brain ...
Journal of Medical Internet Research

Human-Comparable Sensitivity of Large Language Models in Identifying Eligible Studies Through Title and Abstract Screening: 3-Layer Strategy Using GPT-3.5 and GPT-4 for ...

Objective: We evaluated the performance of a 3-layer screening method using GPT-3.5 and GPT-4 to streamline the title and abstract-screening process for systematic reviews. Our goal is to develop a ...
IEEE

Incrementally Generative Adversarial Diagnostics Using Few-Shot Enabled One-Class Learning

Abstract: In real-world industrial scenarios, fault diagnosis often relies on a significant volume of normal data to detect faults with a few coming samples. The limited sample nature of newly ...