Marketing analytics in banking 4.0: A two-stage explainable AI framework for high-accuracy and well-calibrated predictions. [PDF]
Nasir F +3 more
europepmc +1 more source
Performing Micro‐Role Transitions in Open Strategy
Abstract Open strategy (OS) requires contributors with a variety of functional backgrounds to episodically perform a strategy role in addition to their functional responsibilities. These actors engage in micro‐role transitions as they temporarily shift from one role to another.
Anna Plotnikova +2 more
wiley +1 more source
Advancing cardiovascular screening: deep learning-based heart-sound classification using SMOTE and temporal modeling. [PDF]
Ameen A +3 more
europepmc +1 more source
Kant on Bullshit Jobs—Mere Means and True Means
ABSTRACT Following David Graeber's Bullshit Jobs, there has recently been academic and public discussion about useless work. Immanuel Kant maintains that we ought to be means for others and that there is a duty to be useful. Graeber and Kant are both concerned with a form of harm often overlooked in contemporary ethics and political philosophy, namely,
Martin Sticker
wiley +1 more source
A refined SMOTE-ENN optimization method based on machine learning for heart rate variability data classification. [PDF]
Zhang B +10 more
europepmc +1 more source
Abstract This report describes the isolation and culture of Sphaerosorus coelastroides from the plankton of a freshwater river in the central Appalachian mountain chain. This alga was first observed in a dry freshwater riverbed in Central Europe in 1908 and, since then, has been included in Xanthophyceae surveys from nearly all continents with ...
Gavin S. Collins +2 more
wiley +1 more source
Accurate skin lesion classification on imbalanced dermoscopic images with high variance via the SCTFD framework. [PDF]
Li X +7 more
europepmc +1 more source
Artificial Intelligence in Periodontology: A Systematic Review
AI shows promise across periodontology, with deep learning achieving strong performance for image‐based diagnosis of periodontitis. However, limited data diversity, inconsistent metrics, and scarce external validation raise concerns about generalizability and clinical applicability.
Antonin Tichy +7 more
wiley +1 more source
A hybrid SMOTE and Gaussian mixture model based optimized XGBoost framework for bipolar disorder detection. [PDF]
Kumar S +6 more
europepmc +1 more source

