Graph Mining: Misc. Topics to Learn: Misc. Resources to Learn From Shop Online: https://www.ShopForSoul.com/ 8112223 Canada Inc./JustEtc: http://JustEtc.net Linkedin: https://ca.linkedin.com/in/sayedjustetc Courses: http://Training.SitesTree.com (Big Data, Cloud, Security, Machine Learning) Blog: http://Bangla.SaLearningSchool.com, http://SitesTree.com Medium: https://medium.com/@SayedAhmedCanada
Category: Graph Mining
Graph Mining
Mar 21
Graph Mining: Graph Mining Use Cases
Graphs are everywhere. https://pdfs.semanticscholar.org/144b/130323cb94d618c2c5e66982a56f31d36396.pdfClick https://pdfs.semanticscholar.org/144b/130323cb94d618c2c5e66982a56f31d36396.pdf link to open resource. Learn From: Anomaly Detection and Graph Mining https://hpi.de/fileadmin/user_upload/fachgebiete/mueller/courses/graphmining/GraphMining-13a-AnomalyDetection.pdfClick https://hpi.de/fileadmin/user_upload/fachgebiete/mueller/courses/graphmining/GraphMining-13a-AnomalyDetection.pdf link to open resource. Graph based Anomaly Detection and Description: A Survey Graph based Anomaly Detection and Description: A SurveyClick https://www.andrew.cmu.edu/user/lakoglu/pubs/14-dami-graphanomalysurvey.pdf link to open resource. Shop Online: https://www.ShopForSoul.com/ 8112223 Canada Inc./JustEtc: http://JustEtc.net Linkedin: https://ca.linkedin.com/in/sayedjustetc Courses: http://Training.SitesTree.com (Big Data, Cloud, Security, Machine Learning) Blog: http://Bangla.SaLearningSchool.com, http://SitesTree.com Medium: https://medium.com/@SayedAhmedCanada
Mar 21
Graph Mining: Time Evolving Graphs
To Learn From: Time Evolving GraphsURL https://link.springer.com/article/10.1007/s41019-019-00105-0 Learn by finding the answers to the following questions from the given/external resources? Time Dependent Graphs What is a time dependent graph? Can you name a time dependent graph that you interact with everyday? Or that a good number of people interact everday/very often? True or False? Time …
Mar 21
Graph Mining: Shared Nearest Neighbors – Community Detection
Resources to Learn From Resources: Jarvis-Patrick Clusteringhttps://btluke.com/jpclust.html Empirical Comparison of Algorithms for Network Community Detectionhttps://cs.stanford.edu/~jure/pubs/communities-www10.pdf Read the resources above to find answers. Shared Nearest Neighbors : Clustering : Community Detection Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection Graph Mining: Shared Nearest Neighbors (SNN): Clustering : Community Detection: Learn by Finding Answers to …
Mar 21
Graph Mining: Community and Cluster Detection
Resources to Learn From Resources:Defining and identifying communities in networkshttps://www.pnas.org/content/101/9/2658 Community Structure:https://en.wikipedia.org/wiki/Community_structure Graph Clustering:https://www.csc2.ncsu.edu/faculty/nfsamato/practical-graph-mining-with-R/slides/pdf/Graph_Cluster_Analysis.pdf Read the resources above to find answers. Community Detection: Learn by finding answers to the following questions. Can you answer the following questions on Community Detection? Graph Mining: Community Detection: Learn by finding answers to the following questions. Can you answer …
Mar 21
Graph Mining: Node Importance
Resources to Learn From A Book. Nagiza F. Samatova, William Hendrix, John Jenkins, Kanchana Padmanabhan, and Arpan Chakraborty. 2013. Practical Graph Mining with R. Chapman & Hall/CRC. Read the resources above to find answers. Betweenness Based Clustering: Learn by finding answers to the following questions. Can you answer the following? Graph Mining: Betweenness Based Clustering: …
Mar 21
Graph Mining: HITS Pagerank HUBS Anchors and Graph Theories
Resources to Learn From Resources: HITS Algorithmhttps://en.wikipedia.org/wiki/HITS_algorithm http://pi.math.cornell.edu/~mec/Winter2009/RalucaRemus/Lecture4/lecture4.htmlLast modified: Thursday, 24 October 2019, 9:32 PM Read the resources above and Learn by finding Answers to the Following Questions. Can you answer the following questions? Graph Mining: Hits. Learn by finding Answers to the Following Questions. What is HITS algorithm in Graph Mining esp. for Web? …
Mar 21
Graph Mining: Resources to Learn From
Resources to Learn From Resources to Learn From Resources:Graph mining – lesson 1: Introduction to graphs and networksNathalie Vialaneixhttp://www.nathalievialaneix.eu/teaching/m2se/M2SE-network_1.pdf phpFox Features: Start your own Social Networkhttps://www.phpfox.com/features/ Bipartite graphhttps://en.wikipedia.org/wiki/Bipartite_graph Tree (data structure)https://en.wikipedia.org/wiki/Tree_(data_structure) Tree structurehttps://en.wikipedia.org/wiki/Tree_structure Signed graphhttps://en.wikipedia.org/wiki/Signed_graph Gene regulatory networkhttps://en.wikipedia.org/wiki/Gene_regulatory_network Dynamic Influence Analysis in Evolving Networks (VLDB’16)https://www.slideshare.net/todo314/dynamic-influence-analysis-in-evolving-networks-vldb16 Introduction to Graph Theoryhttps://www.csc2.ncsu.edu/faculty/nfsamato/practical-graph-mining-with-R/slides/ppt/Introduction_to_Graph_Theory.ppt Graph and its representationshttps://www.geeksforgeeks.org/graph-and-its-representations/ Representing graphshttps://www.khanacademy.org/computing/computer-science/algorithms/graph-representation/a/representing-graphs …
Mar 21
Potential Learning Outcome from a Graph Mining Course
Learning Outcomes Knowledge Based Outcome: Students will be able to Identify, Describe, and Apply Graph Mining Concepts and Algorithms to Real World challenges and applications Describe big data challenges when it comes to Graphs and Graph mining. Relate and explain, and discover solutions for mining big data graphs Define and explain fundamental Graph Concepts and …
Mar 21
Graph Mining: Learning Resources
Resources: Public URLs Graph Mining: Introducing Graphs: Learn by finding answers to the following questions? http://bangla.salearningschool.com/recent-posts/graph-mining-introducing-graphs-learn-by-finding-answers-to-the-following-questions/ Graph Mining: What is Graph Mining? Learn by finding answers to the following questions. Can you answer the following questions? http://bangla.salearningschool.com/recent-posts/graph-mining-what-is-graph-mining-learn-by-finding-answers-to-the-following-questions-can-you-answer-the-following-questions/ Graph Mining: Shared Nearest Neighbors : Clustering : Community Detection. http://bangla.salearningschool.com/recent-posts/graph-mining-shared-nearest-neighbors-clustering-community-detection/ Graph Mining: Betweenness Based Clustering: Learn by finding answers to …
