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Artificial neural network

... An artificial neural network (ANN), usually called \"neural network\" (NN), is a mathematical model or computational model that is inspired by the structure and/or functional aspects of biological neural networks. It consists of an interconnected group of artificial neurons and processes information using a connectionist approach to computation. In most cases an ANN is an adaptive system that changes its structure based on external or internal information that flows through the network during the learning phase. Modern neural networks are non-linear statistical data modeling tools. They are usually used to model complex relationships between inputs and outputs or to find patterns ... [full article] (60 views)
This bookmark is tagged as: artificial neural network | neural network | computational models | computer science
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Data mining

... Data mining is the process of extracting patterns from data. Data mining is seen as an increasingly important tool by modern business to transform data into an informational advantage. It is currently used in a wide range of profiling practices, such as marketing, surveillance, fraud detection, and scientific discovery. ... [full article] (81 views)
This bookmark is tagged as: data mining | data | computer science
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Analysis of algorithms

... To analyze an algorithm is to determine the amount of resources (such as time and storage) necessary to execute it. Most algorithms are designed to work with inputs of arbitrary length. Usually the efficiency or running time of an algorithm is stated as a function relating the input length to the number of steps (time complexity) or storage locations (space complexity). ... [full article] (72 views)
This bookmark is tagged as: analysis of algorithm | computer science | computational complexity theory
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Dynamic memory allocation

... In computer science, dynamic memory allocation (also known as heap-based memory allocation) is the allocation of memory storage for use in a computer program during the runtime of that program. It can be seen also as a way of distributing ownership of limited memory resources among many pieces of data and code. ... [full article] (185 views)
This bookmark is tagged as: programming | dynamic memory allocation | computer science | heap based memory allocation
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Big O notation

... In mathematics, computer science, and related fields, big O notation (also known as Big Oh notation, Landau notation, Bachmann–Landau notation, and asymptotic notation) describes the limiting behavior of a function when the argument tends towards a particular value or infinity, usually in terms of simpler functions. Big O notation characterizes functions according to their growth rates: different functions with the same growth rate may be represented using the same O notation. ... [full article] (65 views)
This bookmark is tagged as: big O notation | mathematics | computer science
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... In computer science, a trie, or prefix tree, is an ordered tree data structure that is used to store an associative array where the keys are usually strings. Unlike a binary search tree, no node in the tree stores the key associated with that node; instead, its position in the tree shows what key it is associated with. All the descendants of a node have a common prefix of the string associated with that node, and the root is associated with the empty string. Values are normally not associated ... [full article] (69 views)
This bookmark is tagged as: trie | computer science | data structures
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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] (89 views)
This bookmark is tagged as: machine learning | book | computer science | download
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Anaphora (linguistics)

... In linguistics, anaphora (pronounced /ə\'næfəɹə/) is an instance of an expression referring to another. ... [full article] (69 views)
This bookmark is tagged as: coreference resolution | anaphora | linguistics | computer science
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Information extraction

... Information extraction (IE) is a type of information retrieval whose goal is to automatically extract structured information from unstructured machine-readable documents, generally human language texts by means of natural language processing (NLP). ... [full article] (73 views)
This bookmark is tagged as: information extraction | unstructured data | computer science
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An Introduction to the Science of Artificial Intelligence

... Artificial Intelligence (AI) is the area of computer science focusing on creating machines that can engage on behaviors that humans consider intelligent. The ability to create intelligent machines has intrigued humans since ancient times, and today with the advent of the computer and 50 ... [full article] (74 views)
This bookmark is tagged as: Artificial Intelligence | AI | computer science | Artificial Intelligence Introduction
"nice and short introduction to AI!" - cool b
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