Infinite hidden Markov models can dissect the complexities of learning. [PDF]
Bruijns SA +12 more
europepmc +1 more source
Empirical Assessment of Storm‐Time Thermospheric Density Inversion Methods From LEO POD Data
Abstract Thermospheric mass density is one of the largest sources of operational uncertainty for spacecraft in low Earth orbit, particularly during geomagnetic storms. The growing population of Global Navigation Satellite System‐equipped satellites presents a data set of opportunity: precise orbit determination (POD) data streams can be used to ...
Charles Constant +4 more
wiley +1 more source
Analyzing the digital customer journey: a novel framework for sequential behavior modeling. [PDF]
Bar-El L +4 more
europepmc +1 more source
Improving Malaria Parasite Gene Flow Inference Under Sparse Spatial Sampling
ABSTRACT Estimating malaria parasite migration is crucial for informing elimination strategies, particularly by identifying regions with higher parasite migration that may serve as transmission sources and intervention targets. Methods that infer spatial variations in gene flow from georeferenced genetic data, including Estimated Effective Migration ...
Yao Li +4 more
wiley +1 more source
Modeling unobserved heterogeneity in multistate event history data using frailty and weighted survival approaches. [PDF]
Tripathy A +2 more
europepmc +1 more source
Inference on state occupancy in covariate‐driven hidden Markov models
Abstract Hidden Markov models (HMMs) are natural and popular tools for analysing animal behaviour based on movement, acceleration and other sensor data. In particular, these models make it possible to infer how the animal's decision‐making process interacts with internal and external drivers by relating the probabilities of switching between distinct ...
Maya Natascha Vienken +2 more
wiley +1 more source
An Explainable Markov Chain-Machine Learning Sequential-Aware Anomaly Detection Framework for Industrial IoT Systems Based on OPC UA. [PDF]
Ghazi Y, Tabaa M, Ennaji M, Zaz G.
europepmc +1 more source
Abstract Historical biogeography faces a persistent conceptual and methodological dilemma concerning the nature of its central analytical units. Using the recent proposal by Schultz and Cracraft (Cladistics 40, 653) as a catalyst, this article critiques the argument that causal inference necessitates the replacement of areas of endemism with barriers ...
Augusto Ferrari
wiley +1 more source
Calibration, Sensitivity and Uncertainty Analysis of Complex Ecological Models-A Review. [PDF]
Malchow AK, Hartig F.
europepmc +1 more source
Abstract The design of experiments to investigate the combined effects of multiple stressors requires exposing target organisms to multiple combinations of stressor doses. Concurrent manipulation of stressors is often infeasible with wildlife, but long‐lasting health effects allow individual health to be used as an integrator of prior stressor exposure.
Enrico Pirotta +24 more
wiley +1 more source

