Results 241 to 250 of about 36,020 (306)

A two-stage GAN-based instrumental variable method for causal analysis of omics data. [PDF]

Brief Bioinform
Zhou Y, Geng P, Zhang S, Jin W, Chen L, Xiao F, Li Z, Lu Q.   +7 more
europepmc   +1 more source

VAE+DDPG: An Attention‐Enhanced Variational Autoencoder for Deep Reinforcement Learning‐Based Autonomous Navigation in Low‐Light Environments

Advanced Intelligent Systems, EarlyView.
Variational Autoencoder+Deep Deterministic Policy Gradient addresses low‐light failures of infrared depth sensing for indoor robot navigation. Stage 1 pretrains an attention‐enhanced Variational Autoencoder (Convolutional Block Attention Module+Feature Pyramid Network) to map dark depth frames to a well‐lit reconstruction, yielding a 128‐D latent code ...
Uiseok Lee, Chanhong Hwang, Hyunseok Kang, Yechan Park, Hangwoo Jin, Tuan Anh Nguyen, Eunmi Choi, Dugki Min   +7 more
wiley   +1 more source

What does a good day look like?: An interpretable machine learning approach to the American Time Use Survey. [PDF]

PNAS Nexus
Folk D, Henninger M, Dunn E.
europepmc   +1 more source

gnSPADE: Incorporating Gene Network Structures Enhances Reference‐Free Deconvolution in Spatial Transcriptomics

Advanced Intelligent Systems, EarlyView.
gnSPADE integrates gene‐network structures into a probabilistic topic modeling framework to achieve reference‐free cell‐type deconvolution in spatial transcriptomics. By embedding gene connectivity within the generative process, gnSPADE enhances biological interpretability and accuracy across simulated and real datasets, revealing spatial organization ...
Aoqi Xie, Yuehua Cui
wiley   +1 more source

Bridging binarization: causal inference with dichotomized continuous exposures. [PDF]

J Causal Inference
Lee K, Hubbard A, Schuler A.
europepmc   +1 more source

Effects Among the Affected. [PDF]

Stat Med
Montoya LM, Geng EH, Valancius M, Kosorok MR, Petersen ML.   +4 more
europepmc   +1 more source

Edge Temporal Digital Twin Network for Sensor-Driven Fault Detection in Nuclear Power Systems. [PDF]

Sensors (Basel)
Liu S, Ye G, Zhao X.
europepmc   +1 more source

Data-driven model analysis of the impact of environmental and socioeconomic factors on tuberculosis incidence. [PDF]

Infect Dis Model
Tao Y, Zhao J, Cui H, Liang Z, Li J, Ren J, Zhu H.   +6 more
europepmc   +1 more source

On the approximation of a conditional expectation

, 2015
Tommaso Lando, Sergio Ortobelli Lozza
openalex   +1 more source