A deep learning-based multi-modal fusion framework for football foul recognition and referee decision assistance. [PDF]
Xue C, Gao Z.
europepmc +1 more source
Network Latency Estimation for Telesurgery Using Deep Reinforcement Learning
Overview of the proposed two‐stage deep reinforcement learning framework for network latency prediction in telesurgery. The pipeline includes data collection from simulated catheter navigation sessions (Philippines–Botswana), feature engineering, DQN‐based direction prediction (85.8% accuracy), direction‐to‐value transformation, and value forecasting ...
Bakang Kgopolo +2 more
wiley +1 more source
Physics-informed hierarchical transformer for wearable sensor-based gait fatigue assessment. [PDF]
Ding K +5 more
europepmc +1 more source
Spatial Statistics for Screening Molecular Structures
Deep architectures for materials discovery demand vast training data and obscure the structure‐property link. This review shows how spatial statistics offer a physically grounded alternative: voxelized fields and two‐point correlations, compressed by principal component analysis, yield convex, interpretable descriptors. Lean surrogates then reach sub‐2%
Pranoy Ray, Surya R. Kalidindi
wiley +1 more source
AVPENet: Pain estimation from audio-visual fusion of non-speech sounds. [PDF]
Naouali S, El Othmani O.
europepmc +1 more source
This comprehensive review delivers an engineering‐centric analysis of microfluidic molecular diagnostic chips, breaking them down into foundational modules from fluid manipulation to bio‐sensing. Beyond chip design, it evaluates sample‐to‐answer integration strategies and commercial readiness levels.
Donghoon Koo +7 more
wiley +1 more source
AdaptPest-Net: A Task-Adaptive Network with Graph-Mamba Fusion for Multi-Scale Agricultural Pest Recognition. [PDF]
Zou J, Yang W, Li C, Feng Z.
europepmc +1 more source
A Test of the Coase Conjecture Using Prices of Electronic Books
ABSTRACT The Coase Conjecture predicts that a durable‐goods monopolist without commitment will rapidly cut price toward marginal cost. We test this prediction in the electronic‐book market using release‐day prices. To proxy for marginal cost, we use competitive prices of public‐domain electronic books on the same platforms.
Tim Groseclose, Alex Tabarrok
wiley +1 more source
Graph-theoretic active learning for the closed-loop discovery of stochastic heterogeneous composites. [PDF]
Qiu L, Zhang S, Yang Y, Wang M.
europepmc +1 more source
Toward an Intermediate Structural Representation of Organization in Complex Systems
ABSTRACT Organization is widely recognized as a fundamental concept in complex systems science, yet it rarely appears as an explicit object of scientific representation. Existing approaches successfully represent components, interactions, mechanisms, dynamical states, networks, or functions, but organizational properties are generally inferred from ...
Paméla Magotte
wiley +1 more source

