Data · dataset · 2023
Replication data for: artificial immune networks applied to alternative clustering - a proposal based on information theory
Listed in REDU - Unicamp Institutional Research Data Repository
This package contains the datasets and source codes used in the PhD thesis entitled "Artificial immune networks applied to alternative clustering: A proposal based on information theory".
Description
The following files are included: File Datasets-real.zip: preprocessed real datasets (ALOI, WebKb, CMUFaces, Synthetic, and Flower), before normalization. File Datasets-Ground Truth.zip: files containing the Ground Truth clustering for the datasets with prior knowledge (ALOI, WebKb, Synthetic, and CMUFaces).
File Datasets-normalized.zip: normalized datasets (ALOI, WebKb, CMUFaces, Synthetic, and Flower) used in experiments with all algorithms. File Source Codes.zip: contains the source codes of the algorithms proposed in the PhD thesis (CIP-aiNet, rCIP-aiNet, and ITL-aiNet).
Links
Where it is published
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2FZODD9K ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/zodd9k ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Computer and Information Science
- From keywords
- Computer Science & AI · Machine learning
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/ZODD9K | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:group:4611 | mapping · redu unicamp br | vocabulary-mapper@1.0.0 | keywords['Machine learning'] |
| concepts[field].dataverse_subject:computer-and-information-science | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[field].local:field:computer-science-ai | mapping · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |