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Recent Advancements in Topic Modeling Techniques for Healthcare, Bioinformatics, and Other Potential Applications

open access: yesAdvanced Intelligent Systems, EarlyView.
This article offers a comprehensive review of topic modeling techniques, tracing their evolution from inception to recent developments. It explores methods such as latent Dirichlet allocation, latent semantic analysis, non‐negative matrix factorization, probabilistic latent semantic analysis, Top2Vec, and BERTopic, highlighting their strengths ...
Pratima Kumari   +6 more
wiley   +1 more source

Linear and Tree‐Based Intelligent Investigation of Cross‐Domain Housing Features to Enhance Energy Efficiency

open access: yesAdvanced Intelligent Systems, EarlyView.
The framework uses advanced linear and tree‐based techniques to analyze cross‐domain housing features and improve energy efficiency. Principal component analysis, recursive feature elimination, and random forest identify energy, emissions, cost, and building archetypes as critical factors.
Hafiz Muhammad Shakeel   +3 more
wiley   +1 more source

Accelerating the transition from a linear to a circular healthcare sector: ESCH-R: study design and methodology. [PDF]

open access: yesFront Public Health
Huijben J   +12 more
europepmc   +1 more source

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