Mining Graph Data

By Diane Joyce Cook, Lawrence B. Holder. 2006

359 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Computer Vision and Pattern Recognition, Information Systems

View Paper: https://www.semanticscholar.org/paper/78e2208782b9564570c9f05a2e43c2c57abf4085

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In Artificial Intelligence

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Citations in the corpus

Chemical substructures that enrich for biological activity (2008, methodology): “Compounds in the NCI library scoring in the top 3% of at least one assay were identified as active (11.4% of all compounds); the more liberal assay threshold of 3% was used because compounds meeting this threshold were active below the reported Chembridge screening concentration of 10 µM.”
Science mapping software tools: Review, analysis, and cooperative study among tools (2011, methodology): “Network analysis (Carrington, Scott, & Wasserman, 2005; Cook & Holder, 2006; Skillicorn, 2007; Wasserman & Faust, 1994) allows us to perform a statistical analysis over the generated maps to show different measures of the whole network or measures of the relationship or overlapping (the Jaccard's…”
Spanning Tree Based Community Detection Using Min-Max Modularity (2016, methodology): “The first part of the equation can be calculated by following equation: QEdge−density = 1 2m ∑ 1≤i, j≤n (Ai j − Ei j)δ(Ci,C j) (4)”
SciMAT: A new science mapping analysis software tool (2012, methodology): “There are different analysis methods, such as network analysis (Carrington, Scott, & Wasserman, 2005; Cook & Holder, 2006; Skillicorn, 2007; Wasserman & Faust, 1994), temporal or longitudinal analysis (Garfield, 1994; Price & Gürsey, 1975), geospatial analysis (Batty, 2003; Leydesdorff & Persson,…”
Similarity Search in Graph Databases: A Multi-Layered Indexing Approach (2017, background): “Today’s highly networked world is facing numerous challenges raised in particular by the abundance of complex and interconnected data, which, without loss of generality, are often modeled and interpreted as graphs [1], [11].”
Some bibliometric procedures for analyzing and evaluating research fields (2017, neutral): “Several analysis techniques could be applied to yield useful knowledge [16]: network analysis [19], longitudinal analysis [32], performance analysis, etc. 8.”