Machine learning (ML) prediction determinants based on open data (OD) are investigated in this work, which is accomplished by examining current research trends over ten years. Currently, OD commonly regarded as the most crucial trend for users to improve their ability make decisions, particularly exponential expansion of social networking sites (SNSs) and government (OGD).The purpose study was ...

Recent research has shown that rhetorical questions (RQs) have certain prosodic characteristics in terms of voice quality, tempo, and intonation, which distinguish them from genuine, information-seeking (ISQs). This paper focuses on the interaction between cues to meaning one hand, lexical morpho-syntactic means, other, German. The production experiment reported here addresses three questions, ...

In high accuracy numerical simulations and optimal control of time-dependent processes, often both many time steps and fine spatial discretizations are needed. Adjoint gradient computation, or post-processing of simulation results, requires the storage of the solution trajectories over the whole time, if necessary together with the adaptively refined spatial grids. In this paper we discuss vari...

Background and Objectives: A method was developed and validated for determining 15 polycyclic aromatic hydrocarbons (PAHs) in refined olive and refined pomace olive oils using high performance liquid chromatography coupled with a fluorescence detector. Materials and Methods: The sample preparation involved liquid–liquid extraction with organic solvent and low temperature clean-up. The low temp...

In this paper we give a new and simplified proof of the theorem on selection standing waves for small energy solutions nonlinear Schrödinger equations (NLS) that gave in [6]. We consider NLS with operator several eigenvalues, corresponding families waves, show any solution converges to orbit time periodic plus scattering term. The novel idea is “refined profile”, quasi–periodic function which a...

This paper describes a two pass algorithm to compute physically accurate solutions of the global illumination in scenes including anisotropically scattering media faster than previous methods. This is achieved by combining the strengths of finite elements and Monte Carlo methods. A quick rough solution is first computed with a view independent clustered directional hierarchical method. This sol...

Aneuploidy, an abnormal number of chromosomes, is a widespread phenomenon found in unicellulars such as yeast, as well as in plants and in mammalians, especially in cancer. Aneuploidy is a genome-scale aberration that imposes a severe burden on the cell, yet under stressful conditions specific aneuploidies confer a selective advantage. This dual nature of aneuploidy raises the question of wheth...

Finite element method is one of powerful numerical methods to solve PDE. Usually, if a finite element solution to a Poisson equation based on a triangulation of the underlying domain is not accurate enough, one will discard the solution and then refine the triangulation uniformly and compute a new finite element solution over the refined triangulation. It is wasteful to discard the original fin...