Although the number of stomach tumor patients reduced obviously during last decades in western countries, but this illness is still one of the main causes of death in developing countries. The aim of this research is to detect the area of a tumor in a stomach images based on fuzzy clustering. The proposed methodology consists of three stages. The stomach images are divided into four quarters and then features elicited from each quarter in the first stage by utilizing seven moments invariant. Fuzzy C-Mean clustering (FCM) was employed in the second stage for each quarter to collect the features of each quarter into clusters. Manhattan distance was calculated in the third stage among all clusters' centers in all quarters to disclosure of the quarter that contains a tumor based on the centroid value of the cluster in this quarter, which is far from the centers of the remaining quarters. From the calculations conducted on several images' quarters, the experimental outcomes show that the centroid value of the cluster in each quarter was greater than 0.9 if this quarter did not contain a tumor while the value of the centroid value for the cluster containing a tumor was less than 0.4.For examples, in a quarter no.1 for STOMACH_1 medical image, the centroid value of the cluster was 0.973 while the value of the cluster centroid in quarter no.3 was 0.280. For this reason the tumor area was found in quarter no.(3) of the medical image STOMACH_1. Also, the centroid value of the cluster in a quarter no.2 was 0.948 for STOMACH_2 while, the value of the cluster centroid in quarter no.4 was 0.397. For this reason the tumor area was found in a quarter no.4 of the medical image STOMACH_2.
Desde la Salamanca de doradas piedras que tantas veces cantara, don Miguel de Unamuno dio a la literatura y al pensamiento españoles unas obras que, a pesar de muchos pesares, perdura viva, como viva fue su agónica existencia.
El bilbaíno Miguel de Unamuno (1864-1936) es autor de al menos, doce obras teatrales. Su costumbre de mezclar géneros literarios, sin distinguir claramente el drama de la novela dialogada, le llevó a preferir el teatro leído. De ahí que sus estrenos fuesen, frecuentemente, muy posteriores a las ediciones impresas.
Abstract:
The Bilbao Miguel de Unamuno (1864-1936) is the author of at least twelve plays. His habit of mixing genres,
... Show Moreالعلوم السياسية في العراق بداياتها ، نشأتها ، تطورها ، ومفرداتها التدريسية
Conclusion
After this tour with Alkhund Al-Khurasani and his book “Adequacy of Fundamentals,” we can highlight the results we have got through what we have reviewed in the research:
- Al-Akhund Al-Khurasani was born and raised in a scientific environment that gave him from his childhood the opportunity to gain knowledge of achievement. Therefore, he left to seek knowledge from the beginning of his youth and toured the cities, then he went to Tehran and then He went to the holy city of Najaf, then left for Samarra, then returned to Najaf in order to work on the scholars and the student.
- Al Akhund al-Khorasani studied on several scholars , whether in Iraq or in Geran, and he
تزخر ذاكرة بغداد ب سماء العديد من الشخصيا ث في الناشطة والبارزة والتردي
لهذا الاثر البارز والمثير في ميدان الابداع و
The government gave the muslims additional things to the sum of money ,it was al rizq which was given to the mujahidin .
Those who distributed the ata where called al urafa ,they were from the best biography people
Islam paid great attention to the youth, and took care of them because they
are the strength and movement, which is the preferrence stage in human life,
and they are the ones who
The family is e Social first come into contact with filial friction direct and continuing as is the social environment the first to grow the patterns of socialization that make up the life of the individual in the future , especially in forming the personality of both social and cultural , the family's work to lay the foundations of standards called the system value , which is ( religious teachings - customs - traditions - norms ) and is on its way interaction values between family members as well as the transfer of expertise , knowledge and models of behavioral by parents to their children , which will be in accordance with the type of interactions and social relations is also affected dev
... Show MoreThe development in manufacturing computers from both (Hardware and Software) sides, make complicated robust estimators became computable and gave us new way of dealing with the data, when classical discriminant methods failed in achieving its optimal properties especially when data contains a percentage of outliers. Thus, the inability to have the minimum probability of misclassification. The research aim to compare robust estimators which are resistant to outlier influence like robust H estimator, robust S estimator and robust MCD estimator, also robustify misclassification probability with showing outlier influence on the percentage of misclassification when using classical methods. ,the other
... Show Moreالعراق في مواجهة متطلبات الانضمام الى منظمة التجارة العالمية
Türklerin İslam dini ve kültürünü benimsedikten sonra,Anadolu'da Arap ve özellikle Fars Edebiyatlarını örnek alarak oluşturdukları yazılı edebiyattır. Bu dönemin şairleri(ozanları) şiirlerini divan adı verilen kitaplarda topladıkları için söz konusu edebiyata da Divan Edebiyatı denilmiştir.Özellikle,medreseden yetişen aydın sanatçı ve yazarların saray ve çevresinde oluşturdukları bir edebiyat geleneği olduğu için, Havas(Yüksek Zümre) edebiyatı,Saray edebiyatı, Klasik Türk edebiyatı gibi adlarla da anılmaktadır.Divan edebiyatı sözünün 1900'den sonra ortaya çıktığı sanılmakta ve ilk defa kimin kullandığı bilinmemektedir.