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