Hierarchical Data Representation Model - Multi-layer NMF

In this paper, we propose a data representation model that demonstrates hierarchical feature learning using nsNMF. We extend unit algorithm into several layers. Experiments with document and image data successfully discovered feature hierarchies. We also prove that proposed method results in much better classification and reconstruction performance, especially for small number of features. feature hierarchies

The Different Representation of Suffering in the two versions of \u3cem\u3eThe Vegetarian\u3c/em\u3e

In her article “The Different Representation of Suffering in the two versions of The Vegetarian” the author examines how different the representation of suffering in the original and translated versions of The Vegetarian and explores the reasons for this difference. The author in particular refers to representative episodes which the translator’s strategy distorts even the central concepts of suffering in the original work. Her translated version results in critical misrepresentation of suffering and violence in the original version

Food Transformation Technology in Paolo Bacigalupi’s The Windup Girl and What It Means for Us

This article argues that a stage in history has come where advanced technology, especially that of genetically engineered foods and animals, is quickening the humankind’s downfall. Bacigalupi represents this well in The Windup Girl, a futuristic novel that looks with great focus at the transformation of food and animals in the twenty-third century. In our own world, climate change is creating urgent food issues. Genetically Modified Organism (GMO) technologies, having been initially introduced to overcome dire food shortages, have turned out to have many negative side effects, both in our own world and in the fictional world of The Windup Girl. More problematic are the unknown dangers of food transformation technologies. These technologies are driven by multinational corporations both in the real and fictional worlds, and Bacigalupi suggests that the current trajectories of our food transformation industries and their technologies could lead to the demise of human civilization