Top 10 data mining algorithms in plain English - Hacker Bits
Today, I'm going to explain in plain English the top 10 most influential data mining algorithms as voted on by 3 separate panels in this survey paper. Once you know what they are, how they work, what they do and where you can find them, my hope is you'll have this blog post as a springboard to learn even more about data mining. What are we waiting for? Let's get started! C4.5 constructs a classifi
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Complexity Explorer - 人工知能に関する断創録
複雑系の研究で有名なサンタフェ研究所がComplexity Explorerという複雑系のオープンコースを公開しています。今流行のいわゆるMOOC（Massive open online course）というやつです。教授のビデオレクチャーを毎週受けて、宿題を解いて、テストを受けるという一般的なコースです。宿題やテストはオプションなので嫌なら特にやる必要はないみたいですよ（笑） 2013年9月29日からIntroduction to Complexityという複雑系入門の講義が公開されています。 What is Complexity? Dynamics and Chaos Fractals Information, Order, and Randomness Genetic Algorithms Cellular Automata Models of Self-Organization C
Damn Cool Algorithms: Levenshtein Automata - Nick's Blog
Posted by Nick Johnson | Filed under python, tech, coding, damn-cool-algorithms In a previous Damn Cool Algorithms post, I talked about BK-trees, a clever indexing structure that makes it possible to search for fuzzy matches on a text string based on Levenshtein distance - or any other metric that obeys the triangle inequality. Today, I'm going to describe an alternative approach, which makes it p
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