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ViMDT: a clinical data visual analysis tool for multi-disciplinary treatment of lung cancer. [PDF]
Zhu W +5 more
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Fact-Checking Large Language Model Responses to a Health Care Prompt: Comparative Study. [PDF]
Ryan P, Davoren O, Elwyn G.
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The Evolution of Nanoparticle Regulation: A Meta-Analysis of Research Trends and Historical Parallels (2015-2025). [PDF]
Shin SK, Sharma N, An SSA, Kim MJ.
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Exploring Social Media Discourse on Cigars: Insights from Twitter/X Data. [PDF]
Yao J, Li D, Ross JC, Xie Z.
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Normalized Approach to Find Optimal Number of Topics in Latent Dirichlet Allocation (LDA)
2020Feature extraction is one of the challenging works in the Machine Learning (ML) arena. The more features one able to extract correctly, the more accurate knowledge one can exploit from data. Latent Dirichlet Allocation (LDA) is a form of topic modeling used to extract features from text data.
Mahedi Hasan +4 more
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Estimation of an Optimized Number of Topics by Consensus Soft Clustering Using
SUMMARYWe propose here a novel approach to exploring an optimized number of topics in a document set using consensus clustering based on nonnegative matrix factorization (NMF). It is useful to automatically determine the number of topics in a document set because various approaches to heuristic topic extraction determine it. Consensus clustering merges
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