minerals and mining
Generating test case from user interface and mining requirements
... graphic user interface and the requirement of software to support tester for testing software This research report includes parts: generating test case from software requirements, generating test case ... automatically test case from the interface and mining requirements Application of the method of generating automatically Test Case from the interf...
Ngày tải lên: 12/04/2014, 15:43
Managing and Mining Graph Data part 62 pdf
... Co-clustering documents and words using bipartite spectral graph partitioning In Knowledge Discovery and Data Mining, pages 269–274, 2001 [10] J L Durant, B A Leland, D R Henry, and J G Nourse Reoptimization ... Query-Log Mining, 455 Querying, 161 Question Answering Portals, 465 R-MAT Generator, 108 Random Graph, 88 Random Graph Diameter, 90 Random Graph Models, 87 Random Wal...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 1 pptx
... 11 5 11 5 11 7 12 5 12 6 12 6 12 7 12 8 12 9 13 0 13 1 13 1 13 2 13 2 13 3 13 4 13 7 13 8 14 0 14 0 14 2 14 4 14 6 14 8 14 8 15 0 15 2 15 2 15 5 15 5 15 6 15 6 15 7 16 1 16 1 Contents vii 16 2 16 3 16 4 16 6 16 7 16 7 16 8 16 9 17 0 17 1 17 2 ... 18 7 18 8 19 0 19 1 19 3 19 4 19 6 19 7 19 8 19 9 202 204 205 207 208 211 212 212 217 218 21...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 2 docx
... indicators 22 2 22 4 22 5 22 7 23 2 25 3 26 1 26 1 26 2 26 6 29 4 309 316 316 317 320 329 338 339 341 346 346 350 List of Figures 11.7 11.8 11.9 12. 1 12. 2 12. 3 12. 4 12. 5 13.1 13 .2 14.1 14 .2 15.1 15 .2 16.1 16 .2 16.3 ... 198 20 0 20 1 20 3 20 4 20 6 20 7 20 9 21 0 22 0 22 1 xviii 7.3 7.4 7.5 7.6 7.7 8.1 8 .2 8.3 8.4 8.5 9.1 10.1 10 .2 10.3 10.4 10.5 10.6 11.1...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 3 potx
... chapters expand on the various areas of graph mining We discuss these below 4 MANAGING AND MINING GRAPH DATA Natural Properties of Real Graphs and Generators In order to understand the various ... analysis, web graph analysis, MANAGING AND MINING GRAPH DATA and page rank analysis for search require the use of graph mining algorithms Chapter 15 provides a com...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 4 ppsx
... localization and computer networking In addition, many new kinds of data such as semiC.C Aggarwal and H Wang (eds.), Managing and Mining Graph Data, Advances in Database Systems 40 , DOI 10.1007/978-1 -44 19-6 045 -0_2, ... graph data management and mining algorithms are required This includes web data, social and computer networking, biological and chemical data...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 5 pptx
... entire dataset is often considered as a single graph, so the algorithms must work on a finer granularity Graph Data Management and Mining: A Survey of Algorithms and Applications 25 and return subgraphs ... both the database and the IR communities Graph is a general structure and it can be used to model a variety of complex data, including relational data and XML data...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 7 pptx
... 16, 50, 69, 74 , 1 17, 131, 135, 171 , 173 ] The work in [9] also examines this problem in the context of evolving graph streams Many of these techniques 50 MANAGING AND MINING GRAPH DATA examine ... collection uniformly at random MANAGING AND MINING GRAPH DATA 46 Let 𝐴 be the set of edges in the graph Let 𝜋𝑖 denote the steady state probability of node 𝑖 in a random w...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 8 ppt
... Conference, 20 08 60 MANAGING AND MINING GRAPH DATA [75] M Fiedler, C Borgelt Support computation for mining frequent subgraphs in a single graph Workshop on Mining and Learning with Graphs (MLG’07), ... in Data Streams SIAM Conference on Data Mining, 2005 56 MANAGING AND MINING GRAPH DATA [10] R Agrawal, A Borgida, H.V Jagadish Efficient Maintenance of Tran...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 9 pdf
... Bioinformatics Conf, 6:403–414, 2007 [ 190 ] N Wale, X Ning, G Karypis Trends in Chemical Graph Data Mining, appears as a chapter in Managing and Mining Graph Data, Springer, 2010 [ 191 ] N Wale, I A Watson, G ... sociology and computer science Keywords: Power laws, structure, generators C.C Aggarwal and H Wang (eds.), Managing and Mining Graph Data, Advances in Dat...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 10 potx
... In-degree 100 00 100 10 10 Clickstream Out-degree 100 0 Count 100 0 100 00 Epinions Out-degree 100 00 Count 100 00 Count 73 10 100 Out-degree 100 0 100 00 (b) Epinions Out-degree 1 10 100 Out-degree 100 0 100 00 ... Internet graph, the degree distribution follows such a power law [43]; that is, the count Graph Mining: Laws and Generators 100 000 100 000 Epinions In-de...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 11 ppt
... SCC of the Web [33] Graph models and generators can be broadly classified into five categories: Random graph models: The graphs are generated by a random process The basic random graph model has attracted ... generators, we provide citations and a summary 3.1 Random Graph Models Random graphs are generated by picking nodes under some random probability distribution and then connec...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 12 docx
... 92 MANAGING AND MINING GRAPH DATA Analytic expressions are known for the average path length of this model, but this typically tends to be somewhat less than that in real-world graphs [7] Apart ... for generating directed and bipartite random graphs Recent work has provided analytical results for the sizes of the strongly connected components and cycles in such graphs [30, 37] W...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 13 pptx
... preferences MANAGING AND MINING GRAPH DATA 110 The recursive nature of the partitions means that we automatically get sub-communities within existing communities (say, “RedHat” and “Mandrake” enthusiasts ... the current degree of node 𝑣 and 𝑑(𝑢, 𝑣) is the Euclidean distance between the two nodes The values 𝛼 and 𝜎 are parameters, with 𝛼 = 𝜎 = MANAGING AND MINING GRAPH...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 14 pdf
... questions and discussion These models can specifically match the hierarchical nature of the Internet, but they make no attempt to match any MANAGING AND MINING GRAPH DATA 114 other graph pattern ... eigenvalue-versus-rank plots and many others, MANAGING AND MINING GRAPH DATA 116 Small diameters, such as the “six degrees of separation” for the US social network, for t...
Ngày tải lên: 03/07/2014, 22:21