GitHub

AKDE: Multivariate Adaptive Kernel Density Estimation Using Gaussian Mixture Model

AKDE provides an accurate, adaptive kernel density estimator based on the Gaussian Mixture Model for multidimensional data. This Python implementation includes automatic grid construction for ...
eLife

A dynamic scale-mixture model of motion in natural scenes

Some of the most important tasks of visual and motor systems involve estimating the motion of objects and tracking them over time. Such systems evolved to meet the behavioral needs of the organism in ...
GitHub

Depth–aware Particle/Bubble Tracking

Gaussian Mixture Model GMM (unsupervised): GMMs allow for soft-clustering, and have shown greater accuracy in image classification than hard-clustering methods [7]. COMPLETED Random Forest (supervised ...
Frontiers

Neurophysiological and cognitive enhancements in autonomous sensory meridian response identified using heart rate variability and electroencephalography connectivity

Introduction: Autonomous sensory meridian response (ASMR) is a sensory-emotional phenomenon characterized by tingling sensations and relaxation, typically elicited by auditory or visual stimuli.
C&EN

Multidimensional Tracking and Clustering of Electrochemical Reactions in the Positive Electrode of Lithium-Ion Batteries via Operando X-ray Nanoscale Chemical Imaging

International Center for Synchrotron Radiation Innovation Smart (SRIS), Tohoku University, 2-1-1 Katahira, Aoba-ku, Sendai 980-8577, Japan Graduate School of Engineering, Tohoku University, 6-6-2, ...
IEEE

Unsupervised Transformer-Based ClusterGAN and Infinite Gaussian Mixture Models for Modulation Signal Clustering

Abstract: In wireless communication networks, the abundance of electromagnetic devices poses a significant challenge to the security of electromagnetic space. The emergence of automatic modulation ...
Frontiers

Construction of a prognostic model for endometrial cancer related to programmed cell death using WGCNA and machine learning algorithms

1 Department of Obstetrics and Gynecology, Wuming Hospital of Guangxi Medical University, Nanning, Guangxi, China 2 Department of Obstetrics and Gynecology, The First Affiliated Hospital of Guangxi ...