ONE: Toward ONE model, ONE algorithm, ONE corpus dedicated to sentiment analysis of Arabic/Arabizi and its dialects

Arabic is the official language of 22 countries, spoken by more than 400 million speakers. Each one of this country use at least on dialect for daily life conversation. Then, Arabic has at least 22 dialects. Each dialect can be written in Arabic or Arabizi Scripts. The most recent researches focus on constructing a language model and a training corpus for each dialect, in each script. Following this technique means constructing 46 different resources (by including the Modern Standard Arabic, MSA) for handling only one language. In this paper, we extract ONE corpus, and we propose ONE algorithm to automatically construct ONE training corpus using ONE classification model architecture for sentiment analysis MSA and different dialects. After manually reviewing the training corpus, the obtained results outperform all the research literature results for the targeted test corpora.

Studying the behavior of unbounded micropolar elastic body without external stresses

This paper aims to calculate regular classical and complementary, so regular total Ignaczak solutions coupled with temperature field ,occupying R3 , and with vanishing stresses and temperature on the boundary.

Study and modeling a hydroelectric power plant work on sea waves in conditions of Syrian coast

This research includes studying and creating a modern model to convert the mechanical energy of sea waves into electrical power. This model uses wave’s mechanical energy to pump water to dam rises above sea level, which in turn can run water turbine and get electrical energy in the conditions of Syrian coast. The search also includes a computer program written using Visual Basic.net, so that the program calculates the station according to the data of the waves in the geographical area that are selected and show the results in a clear value curves, after that we get useful proposals aims to build and develop this model at the future.

The near relative equilibrium positions to Lagrange equilibrium positions for two punctual bodies and non-punctual body

In this research, we went into case of relative equilibrium for two punctual bodies and non-punctual rigid body. We supposed that the bodies are isolated and they revolve around their common center of mass. We cared with the case which in the rigid body is tight or pressured sphere, and its symmetry plane is motion plane of the two punctual bodies. We looked for the near relative equilibrium positions of Lagrange points, we found that there are relative equilibrium positions when centers of three bodies' masses are heads of isosceles triangle, its vertex is center of spherical body's mass, and near of Lagrange triangle which is equilateral triangle. In mentioned relative positions, we showed that the spherical body will get near from the two punctual bodies if it's pressured and it will move away from them if it's tight.

The generalization of Beltrami – Michell equations of Hooke elastic body to its dynamic state in a curve coordinate system

This paper concerns the mathematical, linear model of elastic, homogeneous and isotropic body, with neglected structure and small elastic deformations, in the frame of linear theory of elasticity; proposed by Hooke, and shortly called (H).

Developing an Intelligent Controller for lower limb Neuroprosthesis Part I:Designing of The Training Data

Neuroprosthesis can be used to restore lost motor functions for paraplegicsby using functional electrical stimulation (FES). Neuroprosthesis controllers determine the relationship between the stimulation pulses and joint angles to generate electrical stimulation patterns for the desired movement.To develop intelligent controllers, an inverse model which is the basic component of the intelligent controller is built by using empirical approaches to get a data set that consists of input (stimulation pulses) and output (joint angles). Because of the numerous exhausting experiments on patients and the need for repetition during Controller design, this study uses modeling and simulation to generate the data setthrough developing humanoid model, and simulating practical trials of quadriceps stimulation during swing leg movement. We connected three programs to develop a humanoid model by building: body segments in Visual Nastran 4D, muscles in Virtual Muscle 4.0.1, and passive joint properties in Matlab/ Simulink. Then the humanoid model was used to producethe identification data sets, through applying sinusoidal and random signals to simulate the stimulation of the knee extensors. The humanoid model can fit different users by using a number of graphical user interface screens to change the human and muscles parameters, so it is a generic model. It can be used in developing controllers to restore lost movement such as standing up, walking, jumping, etc. The simulation results is similar to practical trials, so using the developed model can reduce the number of experimental tests to be performed with patients during Neuroprosthesis controllers design.

The Sommerfeld Asymptotic conditions for the Nowacki's potential problem of the Hooke elastic body in the case of nonzero body loads, harmonically varying in time

This paper concerns the mathematical, linear model of elastic, homogeneous and isotropic body, of neglected structure and of small elastic deformations in the frame of linear theory of elasticity; proposed by Hooke, and shortly called (H). In this paper, first, we write the displacement Lame equations for (H) elastic body, which initial configuration is unbounded, simply connected region in 3 R .Next, by using Stocks-Helmholtz theorem, we discuss the Nowacki's potential equations for the (H) elastic body. Then, we demonstrate the resulting equations from Lame equations for the displacement amplitudes, when the displacements and body loads varying harmonically in time. We, also demonstrate the resulting equations from the Nowacki's potential equations for the Nowacki's potential amplitudes, in the case when the Nowacki's potentials and body loads varying harmonically in time. Next, after demonstrating tow important theorems, giving volume-surface integral transforms for Helmholtz differential operators, we derive an integral representations for the solutions of the nonhomogeneous Nowacki's potential equations, all these in form of surface integrals on the boundary of tow-order connected region, occupied by a part of the body, in the initial moment. Then, we discuss the asymptotic conditions of Sommerfeld type for the above mentioned solutions (which relate to the nonzero body loads varying harmonically in time), when the external surface of the tow-order connected region tends to the infinity. Finally, we end this paper by some important open problems.

Balancing Humanoid Model By Using GA- Optimized PID Control Technique

The goal of this study is to model human body correctly, according to the principles and the standards used to calculate the humanoid parameters. The model is built by using VN software and then it was implemented in Matlab Simulink, in order to build a control system for simulating the humanoid balance during standing. Precise and robust balance was reached by using PID controller with parameters optimized by using genetic algorithm (GA). The control performance was tested by applying external disturbance to the humanoid, the results show that the humanoid can retrieve its balance effectively.

Role of Surgery in theManagement of Cancer of Body and Tail of Pancreas

Evaluation of the management of cancer in the body and tail of the pancreas with determining the role of surgery in the management of these tumors. The study was performed retrospectively. It included all patients who were admitted in Al Assad University Hospital in Damascus between 2003 and 2008 in the diagnosis of cancer in the body or tail of the pancreas. The data were collected by reviewing the hospital files, radiological reports, and surgical reports of these patients.