We present a hybrid system for managing both symbolic and subsymbolic knowledge in a uniform way. Our aim is to solve problems where some gap in formal theories occurs which stops us from getting a fully symbolical solution. The idea is to use neural modules to functionally connect pieces of symbolical knowledge, such as mathematical formulas and deductive rules. The whole system is trained thr...

In this work we consider the Public-Private model of graphs introduced by Chierichetti et al [1]. In the first part, we briefly introduce the model and give the description of the shortest-path algorithm as described in their paper. In the second part we describe algorithms for Community Detection(Densest Subgraph problem), Max-Cut and Vertex Cover . We also briefly explain how the above algori...

some otolaryngologists administer topical phenylephrine for bleeding control in adenoidectomy surgery. absorption of this drug from surgical site can lead to increase in blood pressure due to vasoconstriction and then bradycardia related to baroreceptore reflex.  our case was an intraoperative arrest of a 9-yrs-old girl related to administration of topical phenylephrine during adenoidectomy how...

For determination of breath-alcohol concentration (BrAC) the examined subject has to perform a breath test with forced expiration. During this test essential physical quantities change continuously. Ethanol concentration, breath temperature, and breath flow are such important quantities. Significant results can only be obtained if concentration (BrAC) and temperature have reached final values a...

The apc package includes functions for age-period-cohort analysis based on the canonical parametrisation of Kuang et al. (2008). The package includes functions for organizing the data, descriptive plots, a deviance table, estimation of (sub-models of) the age-period-cohort model, a plot for specification testing, plots of estimated parameters, and sub-sample analysis.

prohibitins are chaperone proteins highly conserved among eukaryotes. many different functions have been attributed to prohibitins depending on their tissue expression and sub-cellular localization. prohibitins play a major role in mitochondrial physiology, regulating the stability and the processing of both respiratory chain complex subunits and opa1, a mitochondrial fusion regulating protein....

conclusions combination therapy with tretinoin plus topical corticosteroids is safe and effective and provides an alternative in the treatment of patients with vitiligo. objectives recent studies suggest that administration of topical tretinoin, with a corticosteroid, diminishes skin atrophy without impacting the steroid’s anti-inflammatory effects. patients and methods a placebo-controlled, pa...

We describe the use of reverse Monte Carlo refinement to extract structural information from angle-resolved data of a Bragg peak. Starting with small-angle neutron scattering data, the positional order of an ensemble of flux lines in superconducting Nb is revealed. We discuss the uncovered correlation functions in the light of topical theories, in particular, the "Bragg glass" paradigm.