This paper presents an application of a Dynamic Bayesian Network (DBN) to the task of assigning Part-of-Speech (PoS) tags to novel text. This task is particularly challenging for non-standard corpora, such as Internet lingo, where a large proportion of words are unknown. Previous work reveals that PoS tags depend on a variety of morphological and contextual features. Representing these dependen...

Introduction: One of the main challenges health system is improving quality healthcare services by adjusting costs. The right choice tools will bring economic savings besides excellent service quality. Since medical supplies are among fundamental and costly elements in providing services, expertise purchasing has become an important complex issue. This study aimed to prioritize criteria for sup...

The inability of CNS axons to regenerate after traumatic spinal cord injury is due, in part, to the inhibitory effects of myelin. The three major previously identified constituents of this activity (Nogo, myelin-associated glycoprotein, and oligodendrocyte myelin glycoprotein) were isolated based on their potent inhibition of axon outgrowth in vitro. All three myelin components transduce their ...

Both multiple sclerosis (MS) and Alzheimer's disease (AD) are progressive neurological disorders with myelin injury and memory impairment. However, whether myelin impairment could cause AD-like neurological pathology remains unclear. To explore neurological pathology following myelin injury, we assessed cognitive function, the expression of myelin proteins, axonal transport-associated proteins,...

This paper presents an application of a Dynamic Bayesian Network (DBN) to the task of assigning Part-of-Speech (PoS) tags to novel text. This task is particularly challenging for non-standard corpora, such as Internet lingo, where a large proportion of words are unknown. Previous work reveals that PoS tags depend on a variety of morphological and contextual features. Representing these dependen...

In this paper we present our system and experiments at the Third Web People Search Workshop (WePS-3) task for clustering web people search documents in English. In our experiments we used a simple approach with three algorithms: Lingo, Hierachical Agglomerative Clustering (HAC), and a 2-step HAC algorithm. We also present the results and initial conclusions in the context of the WePS-3 Task 1 f...

PBS: Phosphate Buffered Saline; CSPG: Chondroitin Sulfate Proteoglycans; ChABC: Chondroitinase ABC; SUR1–TRPM4 : Sulfonylurea Receptor 1–Transient Receptor Potential Melastatin 4, PTEN: Phosphate and Tensin Homolog; mTOR: Mammalian Target of Rapamycin; SOCS3: Suppressor of Cytokine Signaling 3; BDNF: Brain -Derived Neurotrophic Factor; LINGO-1: Leucine Rich Repeat and Ig Domain Containing 1; Tr...

in this paper, a genetic algorithm is presented for an identical parallel-machine scheduling problem with family setup time that minimizes the total weighted flow time ( ). no set-up is necessary between jobs belonging to the same family. a set-up must be scheduled when switching from the processing of family i jobs to those of another family j, i  j, the duration of this set-up being the sequ...