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O-Joun Lee's Projects

charnet-extractor icon charnet-extractor

It is a tool for extracting 'Character Networks' from scripts of movies. This extractor was developed by Nayoung Jo.

charnetbuilder icon charnetbuilder

This repository contains a simple python implementation of a character network builder, which composes social networks between characters appeared in movies based on movie scripts.

dblp icon dblp

Parse the dblp data into a structured format for experimentation.

dmgi icon dmgi

Unsupervised Attributed Multiplex Network Embedding (AAAI 2020)

facial-expression-recognition icon facial-expression-recognition

The main purpose of the project - recognition of emotions based on facial expressions. Cohn-Kanade data set (http://www.pitt.edu/~emotion/ck-spread.htm) is used for explorations and training

ge-stdgn icon ge-stdgn

Spatio-temporal weather prediction model based on graph evolution

graph2gauss icon graph2gauss

Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

graph2vec-1 icon graph2vec-1

Understanding Large Social Networks using LINE paper.

graph2vec_tf icon graph2vec_tf

This repository contains the "tensorflow" implementation of our paper "graph2vec: Learning distributed representations of graphs".

just-the-docs icon just-the-docs

A modern, high customizable, responsive Jekyll theme for documention with built-in search.

motifcluster icon motifcluster

Motif-based weighted spectral clustering in Python and R

network-deconvolution icon network-deconvolution

Python implementation of network deconvolution as a general method to distinguish direct dependencies in network

nrlpapers icon nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

phylowgs icon phylowgs

Application for inferring subclonal composition and evolution from whole-genome sequencing data.

sentiment-barometer icon sentiment-barometer

A University Assignment - Java Project that uses Wordnet libraries to detect the sentiment of each word in a piece of text and then gives a positive or negative emotional rating

subgraph2vec_tf icon subgraph2vec_tf

This repository contains the TensorFlow implemtation of subgraph2vec (KDD MLG 2016) paper

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