Is there anything worthwhile to learn about the new SVM algorithm, or does it fall into the category of " yet-another-algorithm , " in which case readers should stop here and save their time for something more useful' In this short overview, I will try to argue that studying support-vector learning is very useful in two respects First, it is quite satisfying from a theoretical point of view. SV...

In this essay, I mainly discuss how to price and hedge options in stochastic volatility (SV) models. The market is incomplete in the SV model, whereas it is complete in the Black-Scholes model. Thus the option pricing and hedging methods are a little different for the SV model and for the Black-Scholes model. The no-arbitrage argument and the risk-neutral valuation method are two general method...

RA is a condition of multiple synovitis. Abnormal synovial vascularity (SV) is evident with the onset of joint inflammation. The idea of estimating the level of joint inflammation by sonographic SV was conceived with the advancement of US. The ideal treatment strategy, called treat to target (T2T), requires early diagnosis and assessment of RA. Detection of positive SV can be useful for proving...

To clarify the information in the Radiation Effects Research Foundation data regarding cancer risks of low radiation doses, we focus on survivors with doses less than 0.5 Sv. For reasons indicated, we also restrict attention mainly to survivors within 3, 000 m of the hypocenter of the bombs. Analysis is of solid cancer incidence from 1958-1994, involving 7,000 cancer cases among 50,000 survivor...

Neurotransmission relies on the calcium-triggered exocytic fusion of non-peptide neurotransmitter-containing small synaptic vesicles (SVs) with the presynaptic membrane at active zones (AZs) followed by compensatory endocytic retrieval of SV membranes. Here, we study the diffusional fate of newly exocytosed SV proteins in hippocampal neurons by high-resolution time-lapse imaging. Newly exocytos...

In order to evaluate the risk in SV systems one should take into account the possible perpetrator who knows whom he/she is attacking. This paper thus evaluated if a large speech corpus can be used for selecting impostors to use against a speaker verification (SV) system. We tested the possibility by selecting the most similar speakers from a large corpus and then using the recordings in this co...

Is there anything worthwhile to learn about the new SVM algorithm, or does it fall into the category of “yet-another-algorithm,” in which case readers should stop here and save their time for something more useful? In this short overview, I will try to argue that studying support-vector learning is very useful in two respects. First, it is quite satisfying from a theoretical point of view: SV l...

In the present work WRF model is used to generate meteorological fields for the HYSPLIT dispersion model. Sensitivity and validation of the WRF model, is conducted by utilizing different combinations of physical parameterization schemes. For this purpose, eight different configurations are examined. Assessment of the predictions of the WRF model is carried out by computing the statistical param...