CollectiveClassification

Based on my paper Extended discriminative random walk: a hypergraph approach to multi-view multi-relational transductive learning.

This repo includes source code of Multi-view Multi-relational transductive learnin, datasets and code used for experimental setup.

Source Documentation

HypergraphDRandomWalk.m is the entry point for algorithm
All source prefixed with test* is used to set up test for a particular dataset.
HypergraphMRCC.m is source for an earlier approach developed by us to classify dataset with multiple relations and views.

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
WebKB		WebKB
WebKB2		WebKB2
Zoo		Zoo
citeseer		citeseer
cora		cora
multiView		multiView
.DS_Store		.DS_Store
.gitignore		.gitignore
CollectiveEnsemble.m		CollectiveEnsemble.m
HypergraphDRandomWalk.m		HypergraphDRandomWalk.m
HypergraphMRCC.m		HypergraphMRCC.m
HypergraphSVM.m		HypergraphSVM.m
ICA.m		ICA.m
README.md		README.md
diagonalize.m		diagonalize.m
multiRunner.m		multiRunner.m
randomLabelMask.m		randomLabelMask.m
testCollectiveClassification_WebKB.m		testCollectiveClassification_WebKB.m
testCollective_Citeseer.m		testCollective_Citeseer.m
testSingleRelationClassification.m		testSingleRelationClassification.m
testTwitterFootball.m		testTwitterFootball.m
testTwitterFootballCollectiveEnsemble.m		testTwitterFootballCollectiveEnsemble.m
testTwitterOlympics.m		testTwitterOlympics.m
test_Twitter_CollectiveEnsemble.m		test_Twitter_CollectiveEnsemble.m