تستخدم تقنيات التصنيفِ ًبصورة واسعة جدا في كثير من المجالات التطبيقية. ولاسيما في المجالات الاقتصادية والتحليلات المالية كما في عِلْمِ تحليل الزبونِ التنبؤيِpredictive customer analytics ، الذي يتضمن ذلك الإمتلاكِ، المقايضة، إحتكار وإحراز الإئتمانِ والجباياتِ. إنّ هدفَ أيّ نموذج تصنيفِ هو أَنْ يُصنّفَ َ المشاهدات في مجموعتين أَو أكثرِ للوصول الى التنبؤ بنتيجةً ترتبط بكُلّ مشاهدة ومثال ذلك: - متجاوب أَو غير متجاوب، مقصّر أَو غير مقصّر، متخبط أو غير متخبطchurner الخ. نهتمُّ في الأعمال التجارية بإمكانية التنبؤ بحسنِ تصرف كُلّ شركة وادئها المستقبلي، وتقنيات التصنيفِ التي تُزوّدُنا بالنماذجِ التنبؤيةِ للغرض لنفسه. وهناك طرق مختلفة معلميه parametric وغير معلميه
non-parametricيمكن أن تُستَعملَ لحَلّ مشاكلِ التصنيفِ. الطرق الإحصائية المعلميه parametric في طبيعتِها تضع الفرضيات حول طبيعةِ التوزيعاتِ وتًقدر معالم َتلك التوزيعاتِ لحَلّ المشكلةِ.
ان دراسة مستقبل النظام الدولي حاليا يبدو انه وفق المعطيات العلمية والوقائع القائمة في ظل بروز الفواعل الدولية من غير الدول، والمؤسسات غير الرسمية الدولية انه يتجه لنظام اللاقطبية وهذا الاتجاه تغذيه متغيرات عديدة لتقليص القطبية، ومن المتوقع مستقبلاً ان تحول النظام الدولي الى اللاقطبية.
يهدف البحث إلى دراسة مبادرة الحزام والطريق الصينية وتحليلها ، لأنها تمثل تحولاً نوعيا في استراتيجية الصين الرامية لتعزيز علاقاتها مع دول العالم وتطويرها ، إذ بدأت الصين في توظيف إمكاناتها ، وتسخير وسائلها ؛ لتحقيق هدفها الاستراتيجي في زيادة نفوذها الإقليمي والدولي عبر بناء شراكات استراتيجية مع دول العالم بعيداً عن سياسات المحاور والتحالفات ، مركزة على الجانب الاقتصادي فيها، مع عدم تجاهل التأييد السيا
... Show Moreالأهداف: تهدف هذه الدراسة إلى تقديم توصيف لدور الحكومات في مواجهة العمليات التي يلعبها الإرهاب الإلكتروني في مختلف الميادين، خاصة في ظل المتغيرات الراهنة التي نشهدها، وتنامي ظاهرة الثورة المعلوماتية، التي ساهمت في ظهور المواقع الإلكترونية المختلفة، التي أصبحت تلعب دورًا رئيسًا في التأثير في الأفراد ككل، ومنه خلق ضرورة لتفعيل لدور الأمن المعلوماتي، وذلك للمشاركة في عمليات التوعية المعلوماتية أو الرقم
... Show MoreThe Arab Islamic Manuscripts in the science libraries humanly global heritage in different types of knowledge and science, as they were not confined to a particular flag but extended to include all kinds of science, and to facilitate the knowledge of these types of manuscripts has been necessary to operate them indexed in most libraries , because it is important in determining the size of those manuscripts and set them up and facilitate the work of the investigators, as well as the significance of indexing to know printed manuscripts in order to avoid repetition of the publication of the manuscript more than once, especially if the deployment is to be characterized by accurate scientific integrity and following the origins of the scienti
... Show MoreSoil is considered one of the main factors of subsidence phenomena which
became continually happen in Baghdad (Ghazalia, Ameria, and Hay al-Amyl)
causing bad effects as shortage of drinking water, traffic jam and formation
swamps.
This thesis depends on soil study to a depth 15 meters, due to its
importance in subsidence. This done through specifying its chemical physical
properties.
Soil within Iraq climate, in case of water stopping for any reason it contract
and shrink away especially when it exposed to high pressure these factors
finally caused subsidence. In case of leakage underground water or that of
damaged water pipes this will contribute to chemical reactions which damage soil
structure and incr
The arise of Islam as a multidimensional changing phenomenon with its own revolutionary and comprehensive character was inherent with a lot of alterations in social aspects , and this is explicit particularly in the scope of urban life and town planning . Essentially, Islamic style of life has its own urban identity. The urbanization process in Islam has been developed across two integrated sides, the first one concerned on ideational and theoretical aspects , while the other associated with practice .Many urban centers emerged during the Islamic era since the erection of Basrah , the first Islamic town in the middle of the 7th. centaury. Some contemporary urban concepts , both environmental and social could be noticed in Islamic
... Show MoreDespite scholars’ attention on the typology of modality as a linguistic phenomenon, yet the use of modality across varieties of English is not well visible in communication-based researches that take semantics, pragmatics and discourse issues as the objects for their investigation. The paper generates its data from six M. A. dissertations from Nigerian University and equal number of the M. A. dissertations from Iraqi University to qualitatively and quantitatively investigate the contextual use of modality within the pragmatic perspective. The data analysis reveals that modality such as usuality, potentiality, necessity, probability and obligation in the dissertations encapsulates interpersonal and authorial voice in which the mean
... Show MoreAbstract:
The research aims to achieve the basis of tax justice by making a comparison between the tax accounting process according to the application of the International Financial Reporting Standard IFRS15 and the tax accounting procedures currently used in the General Authority for Taxes to determine the annual and total tax differences, to give credibility and enhance transparency in the reports and financial statements of companies Long-term contracts when prepared in accordance with the requirements of applying the international standard IFRS15 “Revenue from Contracts with Customers”, which increases the possibility of relying on them when calculating taxes. Thus, the resea
... Show MoreIn the reverse engineering approach, a massive amount of point data is gathered together during data acquisition and this leads to larger file sizes and longer information data handling time. In addition, fitting of surfaces of these data point is time-consuming and demands particular skills. In the present work a method for getting the control points of any profile has been presented. Where, many process for an image modification was explained using Solid Work program, and a parametric equation of the profile that proposed has been derived using Bezier technique with the control points that adopted. Finally, the proposed profile was machined using 3-aixs CNC milling machine and a compression in dimensions process has been occurred betwe
... Show MoreIn this paper, new method have been investigated using evolving algorithms (EA's) to cryptanalysis one of the nonlinear stream cipher cryptosystems which depends on the Linear Feedback Shift Register (LFSR) unit by using cipher text-only attack. Genetic Algorithm (GA) and Ant Colony Optimization (ACO) which are used for attacking one of the nonlinear cryptosystems called "shrinking generator" using different lengths of cipher text and different lengths of combined LFSRs. GA and ACO proved their good performance in finding the initial values of the combined LFSRs. This work can be considered as a warning for a stream cipher designer to avoid the weak points, which may be f
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