Trees (data structures) | Geometric data structures

M-tree

In computer science, M-trees are tree data structures that are similar to R-trees and B-trees. It is constructed using a metric and relies on the triangle inequality for efficient range and k-nearest neighbor (k-NN) queries.While M-trees can perform well in many conditions, the tree can also have large overlap and there is no clear strategy on how to best avoid overlap. In addition, it can only be used for distance functions that satisfy the triangle inequality, while many advanced dissimilarity functions used in information retrieval do not satisfy this. (Wikipedia).

M-tree
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OCR MEI MwA D: Graph Theory: 13 Trees and Cycles

https://www.buymeacoffee.com/TLMaths Navigate all of my videos at https://sites.google.com/site/tlmaths314/ Like my Facebook Page: https://www.facebook.com/TLMaths-1943955188961592/ to keep updated Follow me on Instagram here: https://www.instagram.com/tlmaths/ Many, MANY thanks to Dea

From playlist OCR MEI MwA D: Graph Theory

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Introduction to Spanning Trees

This video introduces spanning trees. mathispower4u.com

From playlist Graph Theory (Discrete Math)

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Elm - The Tree of Death

Why is the elm tree associated with death. This is the first on a short series about trees. More at http://www.test-tube.org.uk/trees

From playlist Guide to Trees & Plants

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Graph Theory: 36. Definition of a Tree

In this video I define a tree and a forest in graph theory. I discuss the difference between labelled trees and non-isomorphic trees. I also show why every tree must have at least two leaves. An introduction to Graph Theory by Dr. Sarada Herke. Related Videos: http://youtu.be/zxu0dL436gI

From playlist Graph Theory part-7

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Oak - A Very English Tree

We look at the oak tree, and why our ecologist says it should lead to a new national holiday in the England. More at http://www.test-tube.org.uk/trees/

From playlist Guide to Trees & Plants

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The Holly Tree

Our resident tree expert talks about the Holly - a tree most people associate with Christmas. More trees at http://www.test-tube.org.uk/trees

From playlist Guide to Trees & Plants

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The Beech Tree

The Beech is the latest addition to our collection of videos about trees, presented by ecologist Dr Markus Eichhorn. See them all at http://www.test-tube.org.uk/trees/

From playlist Guide to Trees & Plants

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Section 9a Trees

Section 9a Trees

From playlist Graph Theory

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Tree Graphs - Intro to Algorithms

This video is part of an online course, Intro to Algorithms. Check out the course here: https://www.udacity.com/course/cs215.

From playlist Introduction to Algorithms

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Gradient Boost Part 2 (of 4): Regression Details

Gradient Boost is one of the most popular Machine Learning algorithms in use. And get this, it's not that complicated! This video is the second part in a series that walks through it one step at a time. This video focuses on the original Gradient Boost algorithm used to predict a continuou

From playlist StatQuest

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Discrete Math - 11.1.1 Introduction to Trees

A brief introduction to trees and some of the relationships that exist between the number of internal vertices, leaves, total number of vertices and number of edges. Textbook: Rosen, Discrete Mathematics and Its Applications, 7e Playlist: https://www.youtube.com/playlist?list=PLl-gb0E4MI

From playlist Discrete Math I (Entire Course)

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Graph Theory 37. Which Graphs are Trees

A proof that a graph of order n is a tree if and only if it is has no cycle and has n-1 edges. An introduction to Graph Theory by Dr. Sarada Herke. Related Videos: http://youtu.be/QFQlxtz7f6g - Graph Theory: 36. Definition of a Tree http://youtu.be/Yon2ndGQU5s - Graph Theory: 38. Three

From playlist Graph Theory part-7

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Proof: Every Connected Graph has a Spanning Tree | Graph Theory

Every connected graph has a spanning tree - this means that every connected graph G contains a subgraph H with three properties. H is connected, has no cycles, and has all vertices of G. A connected graph with no cycles is a tree. A subgraph of G with all vertices of G is called a spanning

From playlist Graph Theory

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Section 9b- Applications of Trees

Section 9b- Applications of Trees

From playlist Graph Theory

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Lec 25 | MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503), Fall 2005

Lecture 25: Advanced Topics (cont.) | Discussion of Follow-on Classes View the complete course at: http://ocw.mit.edu/6-046JF05 License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu

From playlist MIT 6.046J / 18.410J Introduction to Algorithms (SMA 5503),

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Proof: Euler's Formula for Plane Graphs | Graph Theory

We'll be proving Euler's theorem for connected plane graphs in today's graph theory lesson! Commonly know by the equation v-e+f=2, or in more common graph theory notation n-m+r=2, we'll prove this famous result using a minimum counterexample proof! The result states that, for connected pl

From playlist Graph Theory

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Graph Theory: 38. Three ways to Identify Trees

A proof that a graph of order n is a tree if and only if it is connected and has n-1 edges. This, together with the previous video and the definition of a tree, gives three ways to determine if a graph is a tree. An introduction to Graph Theory by Dr. Sarada Herke. Related Videos: http:/

From playlist Graph Theory part-7

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B-trees in 4 minutes — Search

Step by step instructions for searching a B-tree. Code: https://github.com/msambol/youtube/blob/master/trees/b_tree.py Sources: 1. https://www.amazon.com/Introduction-Algorithms-3rd-MIT-Press/dp/0262033844 LinkedIn: https://www.linkedin.com/in/michael-sambol/

From playlist B-Trees // Michael Sambol

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Bounding volume hierarchy | GiST | Segment tree | B-tree | Interval tree | Triangle inequality | R-tree