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وسائل التنقيب في البيانات (Info)


هناك عدة وسائل مختلفة من أجل التنقيب في البيانات. اختيار الوسيلة المناسبة يعتمد على طبيعة البيانات تحت الدراسة وعلى حجمها. يمكن اجراء عملية التنقيب في البيانات بالمقارنة مع سوق البيانات ومخزن البيانات.

بعض من هذه الوسائل هي: (يتبعها وظيفة كل وسيلة)

- الاستدلال المبني على حالات سابقة Case-Based reasoning: التفكير واستخلاص النتائج والقوانين من أمثلة حية وقضايا تم حلها سابقا.

- الكشف عن قانون Rule Discovery: البحث عن منوال معين أو علاقة معينة في جزئية كبيرة من البيانات.

- معالجة الإشارات Signal Processing: ايجاد الظواهر المتشابه مع بعضها البعض

- شبكات عصبونية Neural Nets: تطوير نماذج قابلة لتنبؤ النتائج. هذه النماذج تم تطويرها بناء على أسس تم استنباطها من عقل الإنسان.

- منحنيات غير ثابتة Fractals: تصغير البيانات الكبيرة من دون ضياع المعلومات

Source: wikipedia.org
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Data Mining Practical Machine Learning Tools And Techniques - Weka

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Data Analysis Tools What If? Excel 2013

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Data Mining

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Data Mining

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Methods And Tools For Collecting Information And Data On The Local Community Data Collection - Tools & Methods

Methods And Tools For Collecting Information And Data On The Local Community Data Collection - Tools & Methods
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MAGNET Tools Steps to Process Level Data

MAGNET Tools Steps to Process Level Data
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Engineering Surveying & Mining Instruments

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Measurements And Measuring Tools

Measurements And Measuring Tools

 
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Data Mining

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سيرفر الكوبو - kobo TOOLBOX

سيرفر الكوبو - kobo TOOLBOX
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Data Collection Tools In Psychological And Educational Research

Data Collection Tools In Psychological And Educational Research
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Data Mining: Theoretical Foundations And Applications

Data Mining: Theoretical Foundations And Applications
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Investment Endowment (cash Endowment - Investment Tools)

Investment Endowment (cash Endowment - Investment Tools)

 
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Measuring Tools

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Advanced Analysis And Data Mining

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Successful Negotiation..skills And Tools

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Computing And Data Mining In Surat Al-muzammil

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With Edged Tools

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Data Mining Research Plan

Data Mining Research Plan
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Social Research Methods And Tools

Social Research Methods And Tools
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Thesaurus As Tools For Analyzing And Retrieving Information

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Understandable Scientific Research And Its Tools And Methods.

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Scientific Research: Its Concept. His Tools. His Methods

Scientific Research: Its Concept. His Tools. His Methods
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Data Mining In Security Applications

Data Mining In Security Applications
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Unavailable
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Data Mining: Theoretical Foundations And Applications

Data Mining: Theoretical Foundations And Applications
The publisher is the author
التحليل المتقدم وتنقيب البيانات

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Educational Reference In Data Mining

Educational Reference In Data Mining
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Measurement And Psychological Tests (foundations And Tools)

Measurement And Psychological Tests (foundations And Tools)
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Computer And Knowledge Exploration - Data Mining

Computer And Knowledge Exploration - Data Mining
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Fundamentals Of Data Mining - Concepts And Techniques

Fundamentals Of Data Mining - Concepts And Techniques
Thesaurus As Tools For Indexing And Retrieval Of Information

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Scientific Research: Its Concept. His Tools. His Methods

Scientific Research: Its Concept. His Tools. His Methods
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Stylistics: Its Tools And Procedures

Stylistics: Its Tools And Procedures
The publisher is the author
The Skill Of Data Mining In The Beliefs Dialogue Space

The Skill Of Data Mining In The Beliefs Dialogue Space
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Woodworking Tools 1600-1900

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Authors of books

Mustafa Mahmoud The Words Of God Almighty Ibrahim AlFiqi Muhammad Bin Saleh AlUthaymeen Ibn Qayyim Al-Jawziyya Ahmed Khaled Tawfiq Fahad Amer AlAhmadi Muhammad Metwally AlShaarawi Ali Bin Jaber AlFifi Dale Carnegie Islam Gamal Sayed Qutb Muhammad AlGhazali Omar AlHourani Agatha Christie Muhammad Bin Ismail AlBukhari Abbas AlAkkad Abu Hamid AlGhazali Najib Mahfouz Jalal AlDin AlSuyuti Fyodor Dostoevsky Bin Taymiyyah Ismail Bin Omar Bin Katheer AlQurashi Aldamashqiu Ibrahim Al-Sukran Mustafa AlAdawi More of Authors of books