Abstract: The prevalent imbalance can cause big data models to favor the common class, leading to difficulties in identifying the minority value class, deteriorating their overall performance and ...

GeekWire chronicles the Pacific Northwest startup scene. Sign up for our weekly startup newsletter, and check out the GeekWire funding tracker and VC directory. by Taylor Soper on Jan 6, 2026 at 8:51 ...

This video pits a $250 mystery box against a $220 random drawer lot to see which offers better value. Both sets of items are unboxed side by side for direct comparison. Highlights, surprises, and ...

Le Corbusier's Unité d'Habitation imagined a "vertical neighborhood," a building able to integrate housing, commerce, leisure, and collective spaces within a single structural organism. Around the ...

Sinéad Burke, chief executive officer of accessibility and inclusion consultancy Tilting the Lens, is pushing forward for adaptive design. Burke has spent the last year working on an open-source white ...

For the low efficiency and poor generalization ability of path planning algorithm of industrial robots, this work proposes an adaptive field co-sampling algorithm (AFCS). Firstly, the environment ...

Food production environments are complex, constantly evolving ecosystems — alive with motion, materials and microbial risk. From Listeria monocytogenes and Salmonella to molds and spoilage yeasts, the ...

How can we be sure that there is sufficient data for our model, such that the predictions remain reliable on unseen data and the conclusions drawn from the fitted model would not vary significantly ...

ABSTRACT: Climate-Smart Agriculture Technologies (CSATs) offer promising solutions to improve climate resilience and productivity among smallholder farmers. From 2022 to 2024, a study was conducted in ...

Change is no longer a periodic disruption; it is a constant. Market trends shift overnight. Technology evolves faster than many companies can keep up. Unexpected global events, like pandemics or ...