This catalog file describes a dataset. It uses the Draft DataCrate Packaging format v0.2.
This file was made with Calcyte.
A machine-readable version of this page is available: CATALOG.json| @type | Dataset |
|---|---|
| name | GTM |
| description | This demo is the sampling inference for Graph Topic Model, and more details about this model can be found in the following reference: @ARTICLE{7015568, author={J. Xuan and J. Lu and G. Zhang and X. Luo}, journal={IEEE Transactions on Cybernetics}, title={Topic Model for Graph Mining}, year={2015}, volume={45}, A Markov chain Monte Carlo (MCMC) algorithm is developed and implemented to inference the Graph Topic Model (GTM). GTM is a probabilistic graphical model for the data represented by graph structure, e.g., chemical formulas or documents. |
| datePublished | 2018-03-10 |
| creator | J. Xuan , J. Lu , G. Zhang , X. Luo |
| path | data |
| contact | J. Xuan |
| hasPart | gtm_gs.m , LICENSE , README.txt , test_gtm.m |
| license | GPL 3 |
| publisher | University of Technology Sydney |
| relatedLink | Topic Model for Graph Mining |
| @type | File |
|---|---|
| path | gtm_gs.m |
| encodingFormat | Plain Text File |
| contentSize | 12656 |
| license | GPL 3 |
| @type | File |
|---|---|
| path | LICENSE |
| encodingFormat | Plain Text File |
| contentSize | 35049 |
| license | GPL 3 |
| @type | File |
|---|---|
| path | README.txt |
| encodingFormat | Plain Text File |
| contentSize | 984 |
| license | GPL 3 |
| @type | File |
|---|---|
| path | test_gtm.m |
| encodingFormat | Plain Text File |
| contentSize | 527 |
| license | GPL 3 |
| @type | Person |
|---|---|
| name | J. Xuan |
| affiliation | University of Technology Sydney |
| familyName | Xuan |
| givenName | J |
| @type | Person |
|---|---|
| name | J. Lu |
| affiliation | University of Technology Sydney |
| familyName | Lu |
| givenName | J |
| @type | Person |
|---|---|
| name | G. Zhang |
| affiliation | University of Technology Sydney |
| familyName | Zhang |
| givenName | G |
| @type | Person |
|---|---|
| name | X. Luo |
| affiliation | University of Technology Sydney |
| familyName | Luo |
| givenName | X |
| @type | ScholarlyArticle |
|---|---|
| name | Topic Model for Graph Mining |
| datePublished | 2015 |
| creator | J. Xuan , J. Lu , G. Zhang , X. Luo |
| journal | IEEE Transactions on Cybernetics |
| issn | 2168-2267 |