Results 21 to 30 of about 257 (99)
Lost in Translation: Harmonizing Terminology and Defining Mathematical Tools for Panel Optimization
ABSTRACT Spectral flow cytometry has evolved from a contentious idea into a mainstay of high‐parameter single‐cell analysis, yet its vocabulary (and the statistical reasoning behind it) remains a patchwork of overlapping, sometimes contradictory terms.
Bartek Rajwa, Mario Roederer
wiley +1 more source
The figure systematically presents a framework for cross‐domain medical image analysis. The source domain and target domain images are extracted from the backbone network with shared weights. At this stage, GRL promotes the alignment of feature distribution through an adversarial mechanism.
Xiangqiang Yang +4 more
wiley +1 more source
Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions
Summary In recent years, reinforcement learning (RL) has acquired a prominent position in health‐related sequential decision‐making problems, gaining traction as a valuable tool for delivering adaptive interventions (AIs). However, in part due to a poor synergy between the methodological and the applied communities, its real‐life application is still ...
Nina Deliu +2 more
wiley +1 more source
Inhomogeneous broadening in the time domain
Abstract Forty‐five years after the initial attempts – first by Efimov–Khitrov in 1979, then by Brendel–Bormann in 1992 – we present a comprehensive, causal, and physically consistent framework for modeling the dielectric function with inhomogeneous (non‐Lorentzian) broadening, where scattering becomes frequency‐ or time‐dependent.
Ludmila J. Prokopeva +1 more
wiley +1 more source
Abstract Photonic device development (PDD) has achieved remarkable success in designing and implementing new devices for controlling light across various wavelengths, scales, and applications, including telecommunications, imaging, sensing, and quantum information processing.
Yuheng Chen +18 more
wiley +1 more source
Abstract Urban water utilities are adopting more advanced dynamic and adaptive infrastructure investment frameworks in the face of hydrologic extremes, accelerating demand, and financial constraints. Evolutionary multi‐objective reinforcement learning has enhanced the identification of high‐performing infrastructure investment pathways that balance ...
Lillian Bei Jia Lau +2 more
wiley +1 more source
Stability of Interdiction Strategies in Quickest Flow Networks
ABSTRACT Many, if not all, societies have experienced natural disasters, public protests, traffic congestion, and the smuggling of dangerous goods, among other similar events. Such decision‐making and managerial problems can be studied using a game‐theoretic approach on specific networks.
Shahram Morowati‐Shalilvand +2 more
wiley +1 more source
The halfspace depth generalizes quantiles to multivariate data. This is a bagplot—a depth‐based analog of a boxplot. It succinctly captures the geometry of the bivariate dataset (blue/red points) and identifies the four red points in the top left corner as deviating from the general pattern of the data.
Stanislav Nagy
wiley +1 more source
The global convergence properties of an adaptive QP-free method without a penalty function or a filter for minimax optimization. [PDF]
Su K, Liu S, Lu W.
europepmc +1 more source
Collaborative airline revenue sharing game with grey demand data. [PDF]
Olgun MO.
europepmc +1 more source

