Utilizing fuzzy decision trees in decision making
The seminal work of Zadeh (1965), namely fuzzy set theory (FST), has developed into a methodology fundamental to analysis that incorporates vagueness and ambiguity.
Beynon, Malcolm James +1 more
core +1 more source
Choice Trees: Representing Nondeterministic, Recursive, and Impure Programs in Coq
This paper introduces ctrees, a monad for modelling nondeterministic, recursive, and impure programs in Coq. Inspired by Xia et al.'s itrees, this novel data structure embeds computations into coinductive trees with three kind of nodes: external events ...
He, Paul +9 more
core +1 more source
Proof complexity of systems of (non-deterministic) decision trees and branching programs [PDF]
This paper studies propositional proof systems in which lines are sequents of decision trees or branching programs - deterministic and nondeterministic.
Knop, Alexander +2 more
core +2 more sources
Narrating Entanglement Without Dehumanisation in Contemporary Eco‐Fiction
ABSTRACT This essay presents a comparative analysis of two contemporary works of eco‐fiction, Richard Powers's The Overstory (2018) and Eleanor Catton's Birnam Wood (2023). Both novels use multiperspective narration in the service of entanglement narratives, forms of storytelling that emphasise the interconnection of human and nonhuman life.
Diana Rose Newby
wiley +1 more source
HNN extensions and embedding theorems for groups
Abstract The Higman–Neumann–Neumann (HNN) paper of 1949 is a landmark of group theory in the 20th century. The proof of its main theorem covers less than a page and uses only pre‐existing technology, but the construction that it introduced, the HNN extension, quickly became one of the principal tools of combinatorial group theory, widely used to build ...
Martin R. Bridson +1 more
wiley +1 more source
Uniform Labeled Transition Systems for Nondeterministic, Probabilistic, and Stochastic Processes [PDF]
Rate transition systems (RTS) are a special kind of transition systems introduced for defining the stochastic behavior of processes and for associating continuous-time Markov chains with process terms. The transition relation assigns to each process, for
Nicola Michele Loreti +8 more
core +2 more sources
Potential for use of Al/machine learning for pharmacovigilance: Is there a role for regulators?
British Journal of Clinical Pharmacology, EarlyView.
Christina Gao +3 more
wiley +1 more source
Copulas for Covariate Simulation in Pharmacometrics
ABSTRACT Patient‐specific covariates are commonly incorporated in pharmacometric and quantitative system pharmacology models to predict differences in pharmacokinetic or pharmacodynamic profiles between patients. When simulating new virtual populations of patients, generating realistic covariate sets that accurately reflect the correlation structures ...
Yuchen Guo +3 more
wiley +1 more source
Uncertainty‐Aware Machine Learning Models for Flash Flood Prediction
ABSTRACT Flash floods have intensified in recent years, and machine learning (ML) models are increasingly used for real‐time prediction. However, most ML‐based flood‐forecasting studies remain largely deterministic and provide limited evidence on how input uncertainty propagates to forecasts, compromising reliability for operational early‐warning ...
Jaqueline A. J. P. Soares +5 more
wiley +1 more source
A Hybrid Machine Learning Framework to Improve Morphological Trait Recovery in Avian Datasets
Our hybrid models integrating local pattern recognition, nonlinear mapping, and adaptive optimization are anticipated to elevate the accuracy of the imputation while preserving the distinctiveness of biological datasets, thus providing a more reliable foundation for ecological and evolutionary research.
Yu Bai +9 more
wiley +1 more source

