Results 221 to 230 of about 20,472 (253)

Shapley Additive Explanation for Local Class Differentiation: Local Explainability for Class Differentiation in Classification Models

Advanced Intelligent Systems, EarlyView.
An instance‐level, model‐agnostic explanation of class differentiation is introduced through SHAP‐LCD, linking probability shifts to feature‐wise Shapley contributions. The method operates on tabular and image data and is released in a fully reproducible implementation, offering a transparent way to examine, at each instance, why predictive models ...
Roxana M. Romero Luna, Hugo A. Ordoñez Erazo, Carlos A. Cobos Lozada   +2 more
wiley   +1 more source

Talk to Your Data: An Agentic Artificial Intelligence‐Driven Decision‐Support Framework for Prosumer Energy Optimization and Recommendations

Advanced Intelligent Systems, EarlyView.
An agentic AI‐driven decision‐support framework for prosumers is proposed, integrating PV generation, load profiling, and multihorizon optimization within a four‐agent architecture. The approach significantly reduces grid dependence, enhances self‐sufficiency and prevents system oversizing.
Adela BÂRA, Simona‐Vasilica OPREA
wiley   +1 more source

A game-theoretic analysis of production and coordination under combined carbon policies. [PDF]

PLoS One
Qiao A, Zeng S, Wang J.
europepmc   +1 more source

Dimensions of the AI Divide: Digital Inequality and Psychological Consequences

AI &Innovation, EarlyView.
ABSTRACT Artificial intelligence (AI) has become a foundational component of contemporary social, economic, and political life. Yet, the ways in which AI reshapes patterns of exclusion beyond questions of access and technical capability remain insufficiently theorized.
Christos Papaioannou
wiley   +1 more source

Evolution of competitive systems in nature. [PDF]

Sci Rep
Deng C, Sun X, Guan R, Chang L, Yu H, Lu W, Hou Y, Fu K.   +7 more
europepmc   +1 more source

Artificial Intelligence Challenges for Knowledge Innovation Cycles

AI &Innovation, EarlyView.
ABSTRACT This article focuses on knowledge innovation and its contemporary reshaping, with particular attention to the growing role of AI in this process. This article first examines the general structure and phases of knowledge innovation cycles, aiming to identify AI's role within them.
Aharon Kellerman
wiley   +1 more source

Speed and quality of complex strategic decisions. [PDF]

Proc Natl Acad Sci U S A
Sunde U, Zegners D, Strittmatter A.
europepmc   +1 more source

A quantum-cognitive approach to dynamic meaning construction. [PDF]

Front Psychol
Yin M.
europepmc   +1 more source

Evolutionary path from a prisoner's dilemma to a harmony game via hawk-dove games. [PDF]

Sci Rep
Király B, Varga T, Garay J.
europepmc   +1 more source

Ecosystem simulation: the software to platform leap. [PDF]

Sci Rep
Liu Z, Cui Y, Zhang Y, Li Z, Liu X, Wang S.   +5 more
europepmc   +1 more source