This is an edited version of the original project proposal. This proposal is for a collaboration between three groups in Cambridge. The Computer Laboratory (CL) group provides expertise in Natural Language Processing (NLP), the Chemistry group brings in a user-base as well as experience in application of NLP technology to eScience goals, while the Cambridge eScience Centre (CesC) will ensure sc...

Most conventional document categorization methods require a large number of documents with labeled categories for training. These methods are hard to be applied in scenarios, such as scientific publications, where training data is expensive to obtain and categories could change over years and across domains. In this work, we propose UNEC, an unsupervised representation learning model that direc...

Vol97, Rou08b]. abstractions [Hav00b]. Acceleration [Jes10, ZSS10]. accelerator [CIN96]. accelerators [KK11]. access

Objectives To determine how often reprints of scientific publications are shared online, whether journal readership level is a predictor, how the amount of file sharing changes with the age of the article, and to what degree open access publications are shared on non-journal websites. Design The internet was searched using an application programming interface to Google, a popular and freely ava...

Explosion of medical information, increase in the speed of communications and the pressure of WHO on observing scientific rules, oblige dermatologists to have a good education and to use more effective education principles. A brief review on the publications on learning principles reveals only a small role for dermatologists. The minimum benefits of these principles are to acquire a scientific ...

background institut pasteur international network (ipin), which includes 32 research institutes around the world, is a network of research and expertise to fight against infectious diseases. a scientometric approach was applied to describe research and collaboration activities of ipin.   methods publications were identified using a manual search of ipin member addresses in science citation inde...

Development of theories, methods and algorithms for the discovery formation new knowledge always was one most important tasks any researcher, especially if they actively working on creation scientific publications. There is no universal language to describe formally concepts (knowledge) systemology transdisciplinary research. Because this, researchers have a set urgent problems, them way speedi...