In this paper I would like to explore some difficult questions related to topics in discourse analysis (henceforth DA) and offer a partial solution to some of them. In particular, I will address the issue of levels in DA and how the various approaches taken within the field can be classified according to a leveled model. I then want to consider an approach I have been pursuing for representing ...

Manifold Learning (ML) is a class of algorithms seeking a low-dimensional non-linear representation of high-dimensional data. Thus, ML algorithms are most applicable to highdimensional data and require large sample sizes to accurately estimate the manifold. Despite this, most existing manifold learning implementations are not particularly scalable. Here we present a Python package that implemen...

The concept of action arises in at least two major subareas of artificial intelligence, namely, natural language processing and problem solving. For the most part, the formalisms that have been suggested in each subarea are independent of each other and difficult to compare, although there is recent work that attempts to merge work from both areas (Charniak 1981). Even considering such work, ho...

Originally written as a five-movement piano duet, Ma mère l’Oye, composed by Maurice Ravel in 1910, it’s musical Suite. Dedicated to the Godebski children, piece was transcribed for solo Jacques Charlot same year it published (1910). Both versions bear subtitle “cinq pièces enfantines” (five children’s pieces). Sleeping Beauty and Little Tom Thumb are based on tales of Charles Perrault, while U...

Psychologists often use the name of protagonist fairy tale “Cinderella”, which is famous thanks to brothers Grimm and Charles Perrault, for a sacrificial girl prone dissociation, illusions, waiting prince. This typical psychoanalysis. However, such an idea Cinderella’s character does not fully reflect essence matter. Moreover, it generally true. From perspective C.G. Jung’s analytical psycholog...