Results 81 to 90 of about 254,803 (193)

SVM transformations for Multi-labeled Topics

, 2022
<p>The rapid growth of research papers poses a significant challenge for manual curation and interpretation for categorizing the articles into one or more related topics. The Support Vector Machine (SVM) model addressed this multi-labeled topic classification problem over different datasets, however, transforming the multi-labeled dataset into ...
openaire   +1 more source

Transparency Trade-Offs: Priority Setting, Scarcity, and Health Fairness [PDF]

, 2019
This chapter argues that rather than viewing transparency as a right, we should regard it as a finite resource whose allocation involves tradeoffs. It then argues that those tradeoffs should be resolved by using a multi-principle approach to distributive
Persad, Govind
core   +1 more source

Automated construction and analysis of political networks via open government and media sources [PDF]

, 2016
We present a tool to generate real world political networks from user provided lists of politicians and news sites. Additional output includes visualizations, interactive tools and maps that allow a user to better understand the politicians and their ...
Arias Vicente, Marta, García-Olano, Diego, Larriba Pey, Josep   +2 more
core  

VISTA: A Multi-View, Hierarchical, and Interpretable Framework for Robust Topic Modelling

Machine Learning and Knowledge Extraction
Topic modeling is a fundamental technique in natural language processing used to uncover latent themes in large text corpora, yet existing approaches struggle to jointly achieve interpretability, semantic coherence, and scalability.
Tvrtko Glunčić, Domjan Barić, Matko Glunčić   +2 more
doaj   +1 more source

Identifying Patient-Reported Care Experiences in Free-Text Survey Comments: Topic Modeling Study

JMIR Medical Informatics
BackgroundPatient-reported experience surveys allow administrators, clinicians, and researchers to quantify and improve health care by receiving feedback directly from patients.
Brian Steele, Paul Fairie, Kyle Kemp, Adam G D'Souza, Matthias Wilms, Maria Jose Santana   +5 more
doaj   +1 more source

Teacher–Student Model Using Grounding DINO and You Only Look Once for Multi-Sensor-Based Object Detection

Applied Sciences
Object detection is a crucial research topic in the fields of computer vision and artificial intelligence, involving the identification and classification of objects within images. Recent advancements in deep learning technologies, such as YOLO (You Only
Jinhwan Son, Heechul Jung
doaj   +1 more source

Critically appraised topic on adverse food reactions of companion animals (5): discrepancies between ingredients and labeling in commercial pet foods

BMC Veterinary Research, 2018
Background Elimination dietary trials for the diagnosis of adverse food reactions (food allergies) in dogs and cats are often conducted with commercial pet foods while relying on their label to select those not containing previously-eaten ingredients ...
Thierry Olivry, Ralf S. Mueller
doaj   +1 more source

Utilizing LLMs and ML Algorithms in Disaster-Related Social Media Content

GeoHazards
In this research, we explore the use of Large Language Models (LLMs) and clustering techniques to automate the structuring and labeling of disaster-related social media content.
Vasileios Linardos, Maria Drakaki, Panagiotis Tzionas   +2 more
doaj   +1 more source

A Social Network Newsworthiness Filter Based on Topic Analysis

International Journal of Technology, 2016
Assessing trustworthiness of social media posts is increasingly important, as the number of online users and activities grows. Current deploying assessment systems measure post trustworthiness as credibility.
Chaluemwut Noyunsan, Tatpong Katanyukul, Yuqing Wu, Kanda Runapongsa Saikaew   +3 more
doaj   +1 more source

Twitter dataset on public sentiments towards biodiversity policy in Indonesia

Data in Brief
In recent years, biodiversity has emerged as a prominent and pressing topic due to the urgent need to address biodiversity loss and the recognition of its connections to climate change and sustainable development. Additionally, increased public awareness
Mohammad Teduh Uliniansyah, Indra Budi, Elvira Nurfadhilah, Dian Isnaeni Nurul Afra, Agung Santosa, Andi Djalal Latief, Asril Jarin, Gunarso, Meganingrum Arista Jiwanggi, Nuraisa Novia Hidayati, Radhiyatul Fajri, Ryan Randy Suryono, Siska Pebiana, Siti Shaleha, Tosan Wiar Ramdhani, Tri Sampurno   +15 more
doaj   +1 more source