vaskanas/semisupervised-algorithms

ke80537

This research is implemented through the Operational Program Human Resources Development, Education and Lifelong Learning and is co-financed by the European Union (European Social Fund) and Greek national funds.

Contents

AIAI 2019

aiai folder is related with the corresponding publication submitted in AIAI2019 with title:

*Investigating the benefits of exploiting incremental learners under Active Learning scheme"

This paper tackles with the concept of applying Active Learning concept exploiting incremental learners, based mainly on SGD approach. Several binary datasets have been assessed and the results under 3 separate labeled-ratio-scenarios are really promissing, regarding both accuracy and time efficiency.

Conference site: link

More information are going to be mentioned after the presentation of this work.

IISA 2019

iisa folder is related with the corresponding publication submitted in IISA2019. This submission is still under review.

Conference site: link