Projects/Research: Association Analysis with Deep Learning

Association Analysis using Deep Learning (Association concepts are provided in the URLs near the end)
—

Use of Deep Learning to Examine the Association of the Built Environment With Prevalence of Neighborhood Adult Obesity
https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2698635

yanbeic/Deep-Association-Learning
https://github.com/yanbeic/Deep-Association-Learning
Tensorflow Implementation of the paper Chen et al. Deep Association Learning for Unsupervised Video Person Re-identification. BMVC2018. You may refer to our poster for a quick overview.

Intruder Detection Using Deep Learning and Association Rule Mining
https://ieeexplore.ieee.org/document/7876395

Deep Association Learning for Unsupervised Video Person Re-identification
https://arxiv.org/abs/1808.07301

Data Association for Multi-Object Tracking via Deep Neural Networks
Kwangjin Yoon,1 Du Yong Kim,2 Young-Chul Yoon,1 and Moongu Jeon1,*
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6387419/

A Deep-learning Model May Help Predict Lung Cancer Survival and Outcomes
https://www.aacr.org/Newsroom/Pages/News-Release-Detail.aspx?ItemID=1311

Association Learning Via Deep Neural Networks
https://digitalcommons.usu.edu/etd/7028/

The association between deep learning approach and case based learning
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6460538/

Exemplar-Driven Top-Down Saliency Detection via Deep Association
https://ieeexplore.ieee.org/document/7780986
—

Github Projects:
Tensorflow Implementation of the paper Chen et al. Deep Association Learning for Unsupervised Video Person Re-identification. BMVC2018. You may refer to our poster for a quick overview.
https://github.com/yanbeic/Deep-Association-Learning

haeusser/learning_by_association
This repository contains code for the paper Learning by Association – A versatile semi-supervised training method for neural networks (CVPR 2017) and the follow-up work Associative Domain Adaptation (ICCV 2017).
https://github.com/haeusser/learning_by_association

—
Concept:
Complete guide to Association Rules (1/2)
https://towardsdatascience.com/association-rules-2-aa9a77241654

Association Analysis
https://www.coursera.org/lecture/big-data-machine-learning/association-analysis-oUPXf

Association Rule
https://www.geeksforgeeks.org/association-rule/

MachineX: Layman’s Guide to Association Rule Learning
https://dzone.com/articles/machinex-laymans-guide-to-association-rule-learnin

MachineX: Why No One Uses an Apriori Algorithm for Association Rule Learning
https://dzone.com/articles/machinex-why-no-one-uses-apriori-algorithm-for-ass

Association rule learning
https://en.m.wikipedia.org/wiki/Association_rule_learning

An Introduction to Deep Learning
https://towardsdatascience.com/an-introduction-to-deep-learning-af63448c122c