A Deep Learning Framework for Forecasting Medium‐Term Covariance in Multiasset Portfolios
ABSTRACT Forecasting the covariance matrix of asset returns is central to portfolio construction, risk management, and asset pricing. However, most existing models struggle at medium‐term horizons, several weeks to months, where shifting market regimes and slower dynamics prevail.
Pedro Reis, Ana Paula Serra, João Gama
wiley +1 more source
Lightweight Siamese Network with Global Correlation for Single-Object Tracking. [PDF]
Ding Y, Miao K.
europepmc +1 more source
Antiocclusion Visual Tracking Algorithm Combining Fully Convolutional Siamese Network and Correlation Filtering. [PDF]
Tao X +5 more
europepmc +1 more source
ABSTRACT Food waste reveals inefficiencies in resource use and contributes significantly to environmental pollution. In the United States, food waste accounts for the majority of total waste, with more than 50 million tons generated annually. In military units that operate large‐scale institutional food‐service facilities and generate significant food ...
YongSun Kim, Hyun Shik Yoon
wiley +1 more source
Longitudinal CE-MRI-based Siamese network with machine learning to predict tumor response in HCC after DEB-TACE. [PDF]
Wei N +11 more
europepmc +1 more source
Canned Foods: Evolution, Benefits, and Health Implications of Modern Packaging
This graphical abstract presents a concise visual overview of canned food technology, highlighting its historical evolution, key benefits, and associated health risks. It integrates timelines, icons, and summary points to clearly communicate advancements in preservation, consumer advantages, and potential safety concerns in a single schematic ...
Shaswati Rout +3 more
wiley +1 more source
Evaluating Mandarin tone pronunciation accuracy for second language learners using a ResNet-based Siamese network. [PDF]
Bu X +6 more
europepmc +1 more source
Primary Open-Angle Glaucoma Diagnosis from Optic Disc Photographs Using a Siamese Network. [PDF]
Lin M +6 more
europepmc +1 more source
A conceptual framework of virtual water showing its sources, major applications, components of the virtual water footprint, and emerging future directions. The diagram emphasizes the growing role of virtual water in global sustainability and resource planning.
Priti Bhowmik +2 more
wiley +1 more source
A monocular endoscopic image depth estimation method based on a window-adaptive asymmetric dual-branch Siamese network. [PDF]
Chong N, Yang F, Wei K.
europepmc +1 more source

