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  • Data Structures
  • Algorithms
  • Base Implementation of the Girvan-Newman Algorithm (GMZ Series Part 1)

    Introduction to Graph Vocabulary:
    Go to the profile of Oliver Z
    Oliver Z
    Apr 30, 2022
    Comparing Divisive and Agglomerative Community Detection Algorithms

    Comparing Divisive and Agglomerative Community Detection Algorithms

    Daniel Ryan is a sophomore pursuing a Bachelor of Arts in Computer Science with a specialization in AI and Machine Learning, and a Bachelor…
    Go to the profile of Zachary Suzuki
    Zachary Suzuki
    Apr 30, 2022
    Modifications to the Base Implementation of the Girvan-Newman Algorithm (GMZ Series Part 2)

    Modifications to the Base Implementation of the Girvan-Newman Algorithm (GMZ Series Part 2)

    If you have not read part 1 of this Girvan-Newman Algorithm series, we highly suggest you read it here (hyperlink here ).
    Go to the profile of Eileen Garcia
    Eileen Garcia
    Apr 30, 2022
    Comparing the Performance of Community Detection Algorithms in Python’s NetworkX and C++’s Boost…

    Comparing the Performance of Community Detection Algorithms in Python’s NetworkX and C++’s Boost…

    Paige McFarlain is a Sophomore at Southern Methodist University, pursuing a Bachelor of Science in Computer Science and a minor in…
    Go to the profile of Paige McFarlain
    Paige McFarlain
    Apr 30, 2022
    Girvan Newman Part 3 — Two Multi-Edge Removal

    Girvan Newman Part 3 — Two Multi-Edge Removal

    By Ian Webster
    Go to the profile of Ian Webster
    Ian Webster
    Apr 30, 2022
    Girvan Newman Part 1 — Description and Components

    Girvan Newman Part 1 — Description and Components

    By Austin Werth
    Go to the profile of Austin Werth
    Austin Werth
    Apr 30, 2022
    Attempt to Update Only Affected Communities In Girvan-Newman Algorithm Using Boost Graph Library

    Attempt to Update Only Affected Communities In Girvan-Newman Algorithm Using Boost Graph Library

    Miffy Liu is a second-year Computer Science and Creative Computing student at Southern Methodist University.
    Go to the profile of Miffy Liu
    Miffy Liu
    Apr 30, 2022
    Girvan Newman Algorithm: Simpler Modularity Calculation

    Girvan Newman Algorithm: Simpler Modularity Calculation

    Hi! My name is Rick Lattin, and I am a second-year Computer Science and Psychology student attending Southern Methodist University. Some of…
    Go to the profile of Rick Lattin
    Rick Lattin
    Apr 30, 2022
    Girvan Newman Algorithm: Simpler Modularity Calculation

    Girvan Newman Algorithm: Simpler Modularity Calculation

    Cameron Miller is a junior Computer Science student at Southern Methodist University. His hobbies include video games and building…
    Go to the profile of Cameron Miller
    Cameron Miller
    Apr 30, 2022
    Girvan Newman Algorithm: Simpler Modularity Calculation

    Girvan Newman Algorithm: Simpler Modularity Calculation

    Hello! My name is Joshua Ayodele, and I am a third-year Computer Science student attending Southern Methodist University. Some of my…
    Go to the profile of Joshua
    Joshua
    Apr 30, 2022
    Community Detection in Networks — Taking edge betweenness centrality two steps further Part 2

    Community Detection in Networks — Taking edge betweenness centrality two steps further Part 2

    In part 1, we discussed the process for implementing three algorithms to calculate edge betweenness centrality of a vertex in a graph. In…
    Go to the profile of Alex Shockley
    Alex Shockley
    Apr 30, 2022
    Community Detection in Networks — Taking edge betweenness centrality two steps further — Pt. 1

    Community Detection in Networks — Taking edge betweenness centrality two steps further — Pt. 1

    We are particularly interested in the constant improvement and optimization of everything we do, especially with our code. We had some…
    Go to the profile of Joshahascall
    Joshahascall
    Apr 30, 2022
    A Custom, Competing Algorithm to the Girvan-Newman

    A Custom, Competing Algorithm to the Girvan-Newman

    This is part two of the post. The first half is mentioned in Kas Taghavi’s profile.
    Go to the profile of Clayton Manchac
    Clayton Manchac
    Apr 30, 2022
    A Custom, Competing Algorithm to the Girvan-Newman

    A Custom, Competing Algorithm to the Girvan-Newman

    This is part one of the post. The second half is mentioned in Clayton Manchac’s profile.
    Go to the profile of Kas Taghavi
    Kas Taghavi
    Apr 30, 2022
    Finding Experts in Co-authorship Communities

    Finding Experts in Co-authorship Communities

    Graphs provide numerous ways to visualize and store the relationships between pieces of data. In typical human social fashion…
    Go to the profile of Andrew Daiuto
    Andrew Daiuto
    Apr 30, 2022
    The implementation and Analysis of the Girvan-Newman Algorithm Part 1

    The implementation and Analysis of the Girvan-Newman Algorithm Part 1

    By Giancarlos Dominguez, Melodie Zhu, and Sneha Alex
    Go to the profile of Giancarlos Dominguez
    Giancarlos Dominguez
    Apr 30, 2022
    Girvan Newman Algorithm — Community Detection in Network (Part 2)

    Girvan Newman Algorithm — Community Detection in Network (Part 2)

    Ziyu Sun is a senior majoring in computer science and minoring in civil engineering at Southern Methodist University.
    Go to the profile of Ziyu Sun
    Ziyu Sun
    Apr 30, 2022
    Girvan Newman Algorithm —  Community Detection in Network (Part 1)

    Girvan Newman Algorithm —  Community Detection in Network (Part 1)

    Ziyu Sun is a senior major in computer science and minor in … student at Southern Methodist University.
    Go to the profile of Paige Weng
    Paige Weng
    Apr 30, 2022
    An Application of Deep Sparse Filtering in Community Detection: Part 3

    An Application of Deep Sparse Filtering in Community Detection: Part 3

    Analyzing the Girvan-Newman algorithm and the Sparse Filtering network
    Go to the profile of Ashley Genato
    Ashley Genato
    Apr 25, 2022
    An Application of Sparse Filtering in Community Detection: Part 2 — Methodology

    An Application of Sparse Filtering in Community Detection: Part 2 — Methodology

    Exploring an application of the concepts behind deep learning and sparse filtering networks
    Go to the profile of Bryce Shurts
    Bryce Shurts
    Apr 25, 2022
    An Application of Sparse Filtering in Community Detection: Part 1

    An Application of Sparse Filtering in Community Detection: Part 1

    A deep dive into solving community detection through machine learning techniques
    Go to the profile of Michael Amberg
    Michael Amberg
    Apr 25, 2022

    Using the Girvan-Newman Algorithm To Recommend Movies

    Taylor Hannan is currently a sophomore at SMU studying Computer Science. He is from Austin, TX.
    Go to the profile of Taylor Hannan
    Taylor Hannan
    Apr 25, 2022

    Personal Performance Analysis (GMZ Series Part 3)

    If you have not read parts 1 and 2 of this Girvan-Newman Algorithm series, we highly suggest you read them here and here, respectively.
    Go to the profile of Sofia Murillo Sanchez
    Sofia Murillo Sanchez
    Apr 13, 2022
    Girvan-Newman Part 2 — Our Method

    Girvan-Newman Part 2 — Our Method

    Links to other parts:
    Go to the profile of Maxwell Calvert
    Maxwell Calvert
    Apr 13, 2022
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