• ACORNS English corpus • Utterances consist of 1 to 4 keywords and filler words • Vocabulary of 50 keywords Experimental variables • Training set sizes: 100, 200, 500, 1000, 2000, 4000 , 9821 utterances • Label noise : 0, 10, 30, 50, 70 and 90 % of the utterances affected by label noise in the training set • Four types of label noise, (see box 4) Results Label noise robustness and learning spe...

This paper is about automatically annotating images with keywords in order to be able to retrieve images with text searches. Our approach is to model keywords such as 'mountain' and 'city' in terms of visual features that were extracted from images. In contrast to other algorithms, each specific keyword-model considers not only its own training data but also the whole training set by utilizing ...

We study the development of conjunctive keyword searchable scheme which enables one to search encrypted documents by using more than one keyword. The notion of conjunctive keyword searching was presented by Golle et al. in 2004. However, their security model was constructed in a symmetric-key setting which is not applicable for the overall applications in the reality. So Park et al. extended Go...

In this paper we present several proofs on the extension of M. Riesz fractional integration and di¤erentiation to the contexts of spaces of homogeneous type and measure metric spaces with non-doubling measures. 1. Introduction, some de…nitions, and a basic lemma Professor M. Ash asked me to write a survey article on some of the results that Stephen Vági and I obtained in the nineties on fractio...

Abstract Objective A large amount of clinical data are stored in notes that frequently contain spelling variations, typos, local practice-generated acronyms, synonyms, and informal words. Instead relying on established but infrequently updated ontologies with keywords limited to formal language, we developed an artificial intelligence (AI) assistant (named “DeepSuggest”) interactively offers su...

Advances in medicine general and surgery particular have been due to a great extent animal experimentation, practice carried out since ancient times; without their use, the scientific progress achieved date would not possible. Scientific is based on observation, clinical research experimental research. Although experimentation can be done humans, respecting ethical standards, usually surgical t...

background: one of the most important components of educational technology is an educational plan. medical education needs to evaluate regular educational achievements particularly in clinical training.  this study was carried out to investigate medical students achievement compare to educational prepuces in clinical training in kermanshah emam reza hospital. methods: in this descriptive-analyt...