Ever wonder how plotting timestamps can reveal hidden seasonality, trends, or even class‑imbalance shifts? Dive into a quick guide on turning raw temporal patterns into smarter feature sets for production models. #TemporalPatterns #Seasonality #ModelProduction

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An Efficient Algorithm for Mining Top-k High-On-Shelf-Utility Itemsets with Positive/Negative Profits of Local/Global Minimum Count
www.mdpi.com/2673-4591/10...

By Ye-In Chang et al.
From the IEEE ICEIB 2025 Conference

#BigData #UtilityMining #TemporalPatterns

Location map of the study site. The number represents sampling sites.

#AlgalBlooms can affect #MicrobialCommunities in #WetlandEcosystems, but maybe we can utilize microorganisms for #EcologicalManagement. Thus, Yi Wu et al. investigate the #TemporalPatterns of #SedimentBacterialCommunity structure and function succession during algal blooms.
doi.org/10.1093/jpe/...