Topic model for four-top at the LHC
Sign Up to like & getrecommendations! Published in 2020 at "Journal of High Energy Physics"
DOI: 10.1007/jhep01(2020)049
Abstract: We study the implementation of a Topic Model algorithm in four-top searches at the LHC as a test-probe of a not ideal system for applying this technique. We study this Topic Model behavior as its… read more here.
Keywords: four top; monte carlo; topic model; lhc ... See more keywords
Evaluating individual genome similarity with a topic model
Sign Up to like & getrecommendations! Published in 2020 at "Bioinformatics"
DOI: 10.1093/bioinformatics/btaa583
Abstract: MOTIVATION Evaluating genome similarity among individuals is an essential step in data analysis. Advanced sequencing technology detects more and rarer variants for massive individual genomes, thus enabling individual-level genome similarity evaluation. However, the current methodologies… read more here.
Keywords: similarity; genome similarity; individual genome; topic model ... See more keywords
GDTM: A Gaussian Dynamic Topic Model for Forwarding Prediction Under Complex Mechanisms
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2019.2900299
Abstract: Forwarding is the keyway for information propagation in social networks that affected by complex factors. Due to the fact that the forwarding mechanisms are essentially unclear, this paper focuses on the formation and evolution of… read more here.
Keywords: forwarding prediction; topic model; topic; model ... See more keywords
Scene Classification Based on the Fully Sparse Semantic Topic Model
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2017.2709802
Abstract: In high spatial resolution (HSR) imagery scene classification, it is a challenging task to recognize the high-level semantics from a large volume of complex HSR images. The probabilistic topic model (PTM), which focuses on modeling… read more here.
Keywords: scene classification; classification; topic model; semantics ... See more keywords
Mining heterogeneous clinical notes by multi-modal latent topic model
Sign Up to like & getrecommendations! Published in 2021 at "PLoS ONE"
DOI: 10.1371/journal.pone.0249622
Abstract: Latent knowledge can be extracted from the electronic notes that are recorded during patient encounters with the health system. Using these clinical notes to decipher a patient’s underlying comorbidites, symptom burdens, and treatment courses is… read more here.
Keywords: clinical notes; topic model; model; latent topic ... See more keywords
Using a topic model to map and analyze a large curriculum
Sign Up to like & getrecommendations! Published in 2023 at "PLOS ONE"
DOI: 10.1371/journal.pone.0284513
Abstract: A qualitative and quantitative understanding of curriculum content is critical for knowing whether it’s meeting its learning objectives. Curricula for medical education present challenges due to amount of content, the diversity of topics and the… read more here.
Keywords: topic model; curriculum; model map; model ... See more keywords
The Voice of Drug Consumers: Online Textual Review Analysis Using Structural Topic Model
Sign Up to like & getrecommendations! Published in 2020 at "International Journal of Environmental Research and Public Health"
DOI: 10.3390/ijerph17103648
Abstract: Many web-based pharmaceutical e-commerce platforms allow consumers to post open-ended textual reviews based on their purchase experiences. Understanding the true voice of consumers by analyzing such a large amount of user-generated content is of great… read more here.
Keywords: drug; using structural; structural topic; topic model ... See more keywords