Scientific Research Publishing

Probabilistic Site Investigation Optimization of Gassy Soils Based on Conditional Random Field and Monte Carlo Simulation ()

1 Key Laboratory of Geotechnical Mechanics and Engineering of the Ministry of Water 7 Resources, Changjiang River Scientific Research Institute, Wuhan, China. 2 National Dam Safety Research Center, ...
Scientific Research Publishing

Liu, L., Cheng, Y. and Zhang, S. (2017) Conditional Random Field Reliability Analysis of a Cohesion-Frictional Slope. Computers and Geotechnics, 82, 173-186.

ABSTRACT: Gassy soils are distributed in relatively shallow layers the Quaternary deposit in Hangzhou Bay area. The shallow gassy soils significantly affect the construction of underground projects.
IEEE

Multi-Pathway 3D CNN With Conditional Random Field for Automated Segmentation of Multiple Sclerosis Lesions in MRI

Abstract: Multiple Sclerosis (MS) is a chronic and autoimmune disease that causes lesions in the central nervous system. It is diagnosed based on accurate identification and segmentation of lesions in ...
Frontiers

An effective approach for real-time drowsy driving prediction using quantized fisher-Gabor features and latent-dynamic conditional random fields

Driver drowsiness or fatigue is among the most important factors that cause traffic accidents; therefore, a monitoring system is necessary to detect the state of a driver drowsiness or fatigue. In ...
Microsoft

SCARF: A Segmental Conditional Random Field Toolkit for Speech Recognition

This paper describes a new toolkit – SCARF – for doing speech recognition with segmental conditional random fields. It is designed to allow for the integration of numerous, possibly redundant segment ...
Microsoft

A Hybrid Markov/Semi-Markov Conditional Random Field for Sequence Segmentation

Markov order-1 conditional random fields (CRFs) and semi-Markov CRFs are two popular models for sequence segmentation and labeling. Both models have advantages in terms of the type of features they ...