What problems can neural networks solve?

Books Read: “Seven Methods for Transforming Corporate Data into Business Intelligence”, Dhar, Stein
Artificial neural networks

The starting point for this book is intelligence density. Intelligence density is a measure of the useful decision support information available.

Dhar and Stein posit a 4 quadrant stretch plot to facilitate the understanding:
- Quadrants:
  - Q1: accuracy, explainability, response speed
  - Q2: scalability, compactness, flexibility, embeddability, ease of use
  - Q3: tolerance for complexity, tolerance for noise in data, toleance for sparse data, learning curve
  - Q4: development speed, independence from experts, computing ease
- Dimensions:
  - Q1 & Q2: Model Related
  - Q3 & Q4: Organisation Related
  - Q1 & Q3: Quality Related
  - Q2 & Q4: Constraint Related

So, the 7 methods are:
- Data driven decision support
- Genetic algorithms: evolving solutions
- Neural networks: simulating the brain to solve problems
- rule-based systems: putting expert reasoning in a box
- fuzzy logic: dealing with linguistic ambiguity
- case-based reasoning: solving problems by analogy
- machine learning: deriving rules from data

As they highlight, utilising the correct method requires:
- an understanding of the range of tools & techniques available to model business problems
-

Source: My View of IT

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2009-05-08 08:18:59 by vivattown

That is a misunderstanding of Biblical prophecy
the antichrist will not have a 7 year reign, this is commonly referred to as the 'seven years of tribulation'. find that phrase for me in the Bible- it doesnt exist.
it is a misunderstanding of the 70 weeks prophecy located in Daniel 9:24-27. the Jews have placed a talmudic curse on anyone that attempts to calculate the numbers give in these verses because it proves that Jesus was the Messiah. It proves the date He would come, how long His ministry would last, and that He would be crucified 3 and 1/2 years into His ministry.
today, prevalent in theology (read that, Jesuit theology-- which has slithered its way into protestant seminaries ((preterism/futurism))) has come up with the idea that the last 'week' (7 days, or,...

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Someone here might gain something from it. It is true.
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