Food Biomacromolecules, EarlyView.Abstract Understanding plant protein gel microstructure is key to designing functional food systems. This study introduces a deep learning framework using a U‐Net model with a ResNet34 encoder to segment and quantify confocal laser scanning microscopy (CLSM) images of plant protein gels.
Zhi Yang
wiley +1 more source
A Fuzzy Framework for Realized Volatility Prediction: Empirical Evidence From Equity Markets
Journal of Forecasting, EarlyView.ABSTRACT This study introduces a realized volatility fuzzy time series (RV‐FTS) model that applies a fuzzy c‐means clustering algorithm to estimate time‐varying c$$ c $$ latent volatility states and their corresponding membership degrees. These memberships are used to construct a fuzzified volatility estimate as a weighted average of cluster centroids.
Shafqat Iqbal, Štefan Lyócsa
wiley +1 more source
Measurement of Cannibalism Effects in buying experiments using Mixed Logit Models - The Example of a new Brand of the “Fruits of Lake Constance” Association - [PDF]
, 2008 Adriano Profeta
openalex
Random Integrated Subdata Ensemble Method for Key Variable Selection in Rare Event Setting
Journal of Forecasting, EarlyView.ABSTRACT We propose a general variable selection procedure to identify key input variables by applying elastic net regression to representative subdata in place of the full sample to select variables. We combine the lists of selected variables from each subdata through ensemble techniques, using the frequency of selecting the variable across different ...
Ching‐Chi Yang +3 more
wiley +1 more source
Multivariate mixed models accounting for don't know options in ordinal data. [PDF]
J R Stat Soc Ser A Stat SocGueorguieva R, Iannario M.
europepmc +1 more source
The Case of Fleeting Orders and Flickering Quotes
Journal of Futures Markets, EarlyView.ABSTRACT The literature controversially discusses the ambiguous motives and driving forces behind quickly cancelled limit orders (fleeting orders), which are characteristic of high‐frequency markets. In particular, manipulative and dysfunctional characteristics are feared. We analyze top‐of‐book fleeting orders—so‐called flickering quotes—and show with
Markus Ulze +2 more
wiley +1 more source
Assessing the American public's preferences for reforms to teen driving licensure systems: a discrete choice experiment. [PDF]
Inj PrevDrabo EF, Michael JP, Ehsani JP.
europepmc +1 more source
Medicare Part D and Hospital Admissions due to Antimicrobial Resistance
Health Economics, EarlyView.ABSTRACT Antimicrobial resistance (AMR) has been increasing rapidly in the United States despite government efforts to contain its spread. Both under‐utilization and overuse of prescribed antimicrobials contribute to rising resistance. The introduction of Medicare Part D in 2006 expanded prescription drug coverage for the elderly, including coverage ...
Ricardo B. Ang III
wiley +1 more source
Brain Amyloid Plaque Levels Affect Clinical Progression in Alzheimer Disease: Assessment of Amyloid PET and Change in CDR-SB Utilizing Semi-Mechanistic Model. [PDF]
CPT Pharmacometrics Syst PharmacolBhagunde P +7 more
europepmc +1 more source