‎This paper has two aims. The first is forecasting inflation in Iran using Macroeconomic variables data in Iran (Inflation rate, liquidity, GDP, prices of imported goods and exchange rates) , and the second is comparing the performance of forecasting vector auto regression (VAR), Bayesian Vector-Autoregressive (BVAR), GARCH, time series and neural network models by which Iran's inflation is for...

In this paper we present a new Auto-Recoverable AutoCertifiable Cryptosystem that is based on an algebraic problem different from the original system (of Eurocrypt’98). Specifically, our new cryptosystem uses generalized ElGamal and RSA. It has the following new advantages: (1) the escrow authority’s key can be set-up much faster than in the original scheme; and (2) It can be used to implement ...

Introduction Interleukin-36-receptor antagonist deficiency (DITRA) is a recently described auto-inflammatory disease, characterized by repeated flares of generalized pustular psoriasis, high fever, asthenia and systemic inflammation. This condition is caused by homozygous missense mutation in the IL36RN gene, encoding the interleukin-36-receptor antagonist (IL-36Ra), an anti-inflammatory cytoki...

We construct generalized coherent states for the rationally extended Scarf-I potential. Statistical and geometrical properties of these are investigated. Special emphasis is given to study spatio-temporal via quantum carpet structure auto-correlation function. Through this study, we aim find signature `"rationalisation" conventional potentials classical orthogonal polynomials.

The Mel-Frequency Cepstrum Coefficients (MFCC) is a widely used set of feature used in automatic speech recognition systems introduced in 1980 by Davis and Mermelstein [2]. In this traditional implementation, the 0 coefficient is excluded for the reason it is somewhat unreliable. In this paper, we analyze this term and find that it can be regarded as the generalized frequency band energy (FBE) ...

The nonlinear robust stability theory of Georgiou and Smith (IEEE Trans. Auto. Control, 42(9):1200–1229, 1997) is generalized to the case of notions of stability with bias terms. An example from adaptive control illustrates non trivial robust stability certificates for systems which the previous unbiased theory could not establish a non-zero robust stability margin. This treatment also shows th...

acute plasma cell leukemia with bence-jones proteinuria is reported in a 60 year old lranien male with a 25 day history of acute onset of fever. weakness, weight loss, diarrhea and bloody stools. the patient was noted to be cachectic and anemic. he had purpuric and petechial skin lesions, generalized lymphadenopathy and splenomegaly. up to 80% immature plasma cells were present in the periphera...

There is a compelling need to accurately and efficiently compute option values. Existing literature shows that models based on constant stock volatilities have been widely used in option valuation. However, stock volatilities change constantly in real life situations. The introduction of the Auto Regressive Conditional Heteroskedasticity (ARCH) model and subsequently, the Generalized Auto Regre...

Abstract Differentiable programming is a new paradigm which enables large scale optimization through automatic calculation of gradients also known as auto-differentiation. This concept emerges from deep learning, and has been generalized to tensor network optimizations. Here, we extend the differentiable networks with isometric constraints applications multiscale entanglement renormalization an...