GitHub

This repository includes unsupervised (k-means clustering) and supervised (RF and CNN) machine learning models for analyzing complex surface topographies.

Cite as: {Henkel, M., Sprenger, M., and Lieleg, O., Machine learning for small data sets: an exemplary study on the classification of highly complex surface micromorphologies, unpublished work} The ...
ahajournals.org

Abstract 4361575: Phenotyping Cardiogenic Shock Using Unsupervised Machine Learning: A Nationwide Cluster Analysis from National Inpatient Sample

Introduction: Cardiogenic shock (CS) is a heterogeneous clinical syndrome, with varied clinical outcomes driven by hemodynamic states, and initial presentation. However, unsupervised machine learning ...
Education Week

As Pre-K Expands, Here’s What Districts Need to Know

The push to expand pre-kindergarten programs is on. Last school year, public pre-K programs received their biggest-ever boost in state funding. Enrollment in state pre-K programs nationwide increased ...
Oak Ridge National Lab

Unsupervised Clustering and Supervised Regression Learning to Select High Temperature Oxidation-Resistant Materials

High temperature oxidation and corrosion degradation mechanisms dictate the lifetime of materials critical to energy production. The combination of modeling and experimental approaches such as machine ...
IEEE

Self-Supervised Semantic Soft Label Learning Network for Deep Multi-View Clustering

Abstract: Multi-view clustering, which identifies shared semantics from different perspectives and classifies data samples into distinct categories using unsupervised methods, is gaining increasing ...
Scientific Research Publishing

Sinaga, K.P. and Yang, M. (2020) Unsupervised K-Means Clustering Algorithm. IEEE Access, 8, 80716-80727.

ABSTRACT: Agriculture in West Africa faces multiple challenges, such as climate variability, soil degradation, and limited access to reliable agroecological information for agricultural planning. In ...
GitHub

sql-server-linux-setup-machine-learning-docker.md

This article explains how to install [SQL Server Machine Learning Services](../machine-learning/sql-server-machine-learning-services.md) on Docker. You can use ...
IEEE

Customer Segmentation Using K-Means Clustering in Unsupervised Machine Learning

Abstract: The new era’s perspective is one of creativity, in which everybody is competing to be better than the others. Today’s businesses are built on the potential of creativity to enslave consumers ...