The inherent problem with algorithms whether they are based on
neural networks, genetic algorithms, knowledge discovery systems or any other
type of pattern recognition software is the paradox in automated pattern
discovery systems in extracting random data sets and the association of
interestingness as a measure of the usefulness of the data patterns revealed,
because there is no prior knowledge of the likely interesting data associations
to be found before automation. “If you do not expect it, you will not find the
unexpected, for it is hard to find and difficult.” (Padmanabhan & Tuzhilin,
1999)
So, you see the dilemma for artificial intelligence is the probability, that a rule
exists, that maps one association to another with the subjective attributes of
unexpectedness is present in the fact that the unexpected is expected in the
probability of chance relationships existing in any given time frame.
Many algorithms exist in determining patterns of interestingness,
these then can be used as a measure of the expected quality of the data
retrieval, the main problem with this approach would seem the probability of
randomness in any given set of data. The random nature of data aggregation
assumes that while some methods would filter interesting patterns, it would
also be conceivable that many more one dimensional patterns would not be
recovered without techniques that would isolate odd patterns.
Clearly, only understandable patterns can qualify as new
knowledge, hence, the importance of interestingness measures in finding and
tuning search heuristics in this quest for artificial intelligence.
Read my funny account of life at
University. Well, I hope you find some parts funny; otherwise, I will eat
my hat. I studied Artificial Intelligence and
realised its potential. Learn how to score more goals than Casanova. Need I go
on and say more? So, take your hand out of the cookie jar and read my story.
By Anthony Fox MSc BSc HonsRead my book “How to Pass a Degree with Confidence” and find the keys to your future.
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The book “How to Pass a Degree with Confidence” also includes the following:
A study guide including: How to write your project or dissertation, exam preparation, how to research, time management, how to reference correctly, critical thinking, how to study, how to revise, a girl game knocking at my window, how to build confidence, the need to set goals, a student perspective, how to cope with stress, how to cope with meagre funds, score more goals than Casanova, top tips for university, and much more.
Readers' comments
Readers' comments
"very well written and organized tutorials…its indeed a great help for beginners like me to keep up the interest and at the same time learn this important subject."
"Brilliant. One of the very best I have read. Well written, with style and intelligence. I have spent hours looking for erotica like this... ."
An interesting, innovative, and motivating self-help book on how to pass a university degree with confidence by providing not only the do’s and don’ts, but also an insightful and fascinating personal experience. It was written using the author’s experience gained as a student representative as well as the achievement of gaining an MSc and a BSc Honours degrees. Comprehensive and detailed information is provided, to help those individuals contemplating an undergraduate or a postgraduate degree visualise and achieve their goals.
Each chapter recalls a personal experience that helps to reinforce the academic topic. Every important academic aspect is covered to help you achieve what you want.
Each chapter recalls a personal experience that helps to reinforce the academic topic. Every important academic aspect is covered to help you achieve what you want.
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In my latest book “It’s Never Too Late” read how dreams do come true, but be careful what you wish for. Understand the secret of greed and you will attain one of the secrets of prosperity. The book will also take you on a journey and explores love, money, luck, and much more.
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Hey, Chuck. Did you bring any spending money? Viva la vida loca.
Conducting Survey into Precognitive Choices
Which would you prefer half-price digital or paperback?
