Results 161 to 170 of about 139,337 (213)

Decision, Inference, and Information: Formal Equivalences Under Active Inference. [PDF]

Entropy (Basel)
Sweeney P, Ruiz-Serra J, Harré MS.
europepmc   +1 more source

Financial Time Series Uncertainty: A Review of Probabilistic AI Applications

Journal of Economic Surveys, Volume 40, Issue 2, Page 915-953, April 2026.
ABSTRACT Probabilistic machine learning models offer a distinct advantage over traditional deterministic approaches by quantifying both epistemic uncertainty (stemming from limited data or model knowledge) and aleatoric uncertainty (due to inherent randomness in the data), along with full distributional forecasts.
Sivert Eggen, Tord Johan Espe, Kristoffer Grude, Morten Risstad, Rickard Sandberg   +4 more
wiley   +1 more source

Toward Graph-Based Decoding of Tumor Evolution: Spatial Inference of Copy Number Variations. [PDF]

Diagnostics (Basel)
Zhang Y, Yang Y, Kong Y, Zhong B, Nakai K, Lu H.   +5 more
europepmc   +1 more source

The Monetary Policy–Commodities Nexus: A Survey

Journal of Economic Surveys, Volume 40, Issue 2, Page 1050-1082, April 2026.
ABSTRACT This survey synthesizes evidence on the bidirectional links between commodity markets and monetary policy. On the commodities‐to‐policy side, we review how shocks to energy, food, and metals pass through to inflation, inflation expectations, economic activity, and financial stability in state‐dependent ways that vary by shock type, exposure ...
Martin T. Bohl, Niklas Humann, Pierre L. Siklos   +2 more
wiley   +1 more source

Depression links to unstable resting-state brain dynamics: insights from hidden markov models and functional network variability. [PDF]

Psychol Med
Geng L, Feng Q, Wang X, Sun J, Tang S, Jia H, Li Y, Qiu J.   +7 more
europepmc   +1 more source

Modeling eye gaze velocity trajectories using GANs with spectral loss for enhanced fidelity. [PDF]

Sci Rep
Bhandari S, Lencastre P, Mathema R, Szorkovszky A, Yazidi A, Lind PG.   +5 more
europepmc   +1 more source

Gaussian mixture model for enhancing the quality of transmission estimation in optical networks: a machine learning approach. [PDF]

Sci Rep
Sahu S, Clement JC.
europepmc   +1 more source

A sticky Poisson Hidden Markov Model for solving the problem of over-segmentation and rapid state switching in cortical datasets. [PDF]

PLoS One
Li T, Camera G.
europepmc   +1 more source

A tutorial on pharmacometric Markov models. [PDF]

CPT Pharmacometrics Syst Pharmacol
Ooi QX, Plan E, Bergstrand M.
europepmc   +1 more source

Intrinsic and Measured Information in Separable Quantum Processes. [PDF]

Entropy (Basel)
Gier D, Crutchfield JP.
europepmc   +1 more source