The heuristic approach of self-training (also known as self-learning or self-labeling) is historically the oldest approach to semi-supervised learning,[REF] with examples of applications starting in the 1960s (see for instance Scudder (1965)[REF]).
The transductive learning framework was formally introduced by Vladimir Vapnik in the 1970s [REF].