User Index Page for "Machine Learning"

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A survey of machine learning approaches to analysis of large corpora

... Corpus-based Machine Learning of linguistic annotations has been a key topic for all areas of Natural Language Processing. This paper presents a survey, along three dimensions of classification. First we outline different linguistic level of analysis: Tokenisation, Part-of-Speech tagging, Parsing, Semantic analysis and Discourse annotation. Secondly, we introduce alternative approaches to Machine Learning ... [full article] (41 views)
This bookmark is tagged as: machine learning | machine learning approaches | machine learning techniques | computer science papers
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Java Machine Learning Library (Java-ML)Java Machine Learning Library (Java-ML)

... Java-ML in a nutshell: * A collection of machine learning algorithms * Common interface for each type of algorithms * Library aimed at software engineers and programmers, so no GUI, but clear interfaces ... [full article] (62 views)
This bookmark is tagged as: java libraries | machine learning
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Feature vector

... In pattern recognition and machine learning, a feature vector is an n-dimensional vector of numerical features that represent some object. Many algorithms in machine learning require a numerical representation of objects, since such representations facilitate processing and statistical analysis. When representing images, the feature values might correspond to the pixels of an image, when representing texts perhaps to term occurrence frequencies. ... [full article] (70 views)
This bookmark is tagged as: feature vector | machine learning | pattern recognition | data mining
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Introduction to Machine Learning

... From this page you can download a draft of notes I used for a Stanford course on Machine Learning. Although I have tried to eliminate errors, some undoubtedly remain---caveat lector. Certain elements of the typography (overflow into margins, etc.) have not been polished. ... [full article] (85 views)
This bookmark is tagged as: machine learning | book | computer science | download
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Technological singularity

... The technological singularity is a theoretical future point of unprecedented technological progress, caused in part by the ability of machines to improve themselves using artificial intelligence. ... [full article] (74 views)
This bookmark is tagged as: Singularity | Technology | Technological Singularity | Artificial Intelligence | Machine Learning | Intelligence Explosion
"If you still don't know what is Singularity... this wiki page is for you!" - yamy
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