Name
Title | ||
|---|---|---|
Forgetting of unused classes in missing data environment using automatically generated data: Application to on-line handwritten gesture command recognition. |
Abstract | ||
|---|---|---|
•A new framework for the incorporation of generation of synthetic data into the on-line learning process.•Application of our novel technique to treat the problem of forgetting of unused classes in an on-line learning environment.•Empirical estimation of the amount of synthetic data to be generated.•Empirical estimation of the duration of the generation of synthetic data.•Evaluation of the results on several scenarios. |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1016/j.patcog.2017.08.007 | Pattern Recognition |
Keywords | Field | DocType |
On-line learning,Handwritten gesture command recognition,TS-Fuzzy models,ARTIST,Synthetic data,Forgetting of unused classes,Elastic memory learning,Kinematic theory | Forgetting,Computer science,Gesture,Gesture recognition,Synthetic data,Artificial intelligence,Missing data,Pattern recognition,Exploit,Speech recognition,Initialization,Memory learning,Machine learning | Journal |
Volume | Issue | ISSN |
72 | C | 0031-3203 |
Citations | PageRank | References |
2 | 0.35 | 27 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Marta Reznáková | 1 | 20 | 4.02 |
| Lukas Tencer | 2 | 26 | 3.78 |
| Réjean Plamondon | 3 | 3072 | 351.57 |
| Mohamed Cheriet | 4 | 2047 | 238.58 |