managing and sharing data training resources
Tài liệu Managing and tabulating data in Excel docx
... small amount of data, a visual scan after data entry may suffice as a data validation technique. However, when the amount of data is large and/ or you want to ensure that invalid data is not entered ... tutorials, and numerous timesaving and annoyance-removing macros and utilities. He plans to create a similar tool for Microsoft Excel, and, depending on resource constraints and demand, for ... Recovery And Safe Mode 30 CHAPTER 2 DATA ENTRY FORM 33 2.1 An Easier Way To Type In Data Plus A Multi-Series “Find” Utility (Data /Form) 33 2.2 Form Based Data Entry 33 2.2.a New data...
Ngày tải lên: 09/12/2013, 15:15
Tài liệu Báo cáo khoa học: "Chinese Word Segmentation without Using Lexicon and Hand-crafted Training Data" pdf
... statistical and rule-based, exploited two kinds of important resources, i.e., lexicon and hand-crafted linguistic resources( manually segmented and tagged corpus, knowledge for unknown words, and ... Segmentation without Using Lexicon and Hand-crafted Training Data Sun Maosong, Shen Dayang*, Benjamin K Tsou** State Key Laboratory of Intelligent Technology and Systems, Tsinghua University, ... texts without making use of any lexicon and hand-crafted linguistic resource. The statistical data required by the algorithm, that is, mutual information and the difference of t-score between...
Ngày tải lên: 20/02/2014, 18:20
mcsamcse self-paced training kit (exam 70-290) managing and maintaining a microsoft® windows server¿ 2003 environment
... Evaluation Edition provided with this training is not the full retail product and is provided only for the purposes of training and evaluation. Microsoft and Microsoft Technical Support do not ... clients. ■ Terminal Server Provides applications and server resources, such as printers and storage, to multiple users as if those applications and resources were installed on their own computers. ... optional hands-on exercises only.) Caution The 180-day Evaluation Edition provided with this training is not the full retail prod- uct and is provided only for the purposes of training and evaluation....
Ngày tải lên: 03/06/2014, 02:09
Managing and Mining Graph Data part 62 pdf
... biomolecular target’s chemical data analy- sis. In recent years, the trend has been to integrate chemical data with protein and genetic data (bioinformatics data) and analyze the problem over multiple proteins ... Graph Data Mining 601 dustry has generated a wealth of protein-ligand activity data for large com- pound libraries against many biomolecular targets. The data has been system- atically collected and ... Classification, 40 XML Clustering, 35, 291 XML Indexing, 4, 17 602 MANAGING AND MINING GRAPH DATA sent interactions between drugs and targets, and then used kernel regression to the relationship among...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 1 pptx
... 1 2. Graph Management and Mining Applications 3 3. Summary 8 References 9 2 Graph Data Management and Mining: A Survey of Algorithms and Applications 13 Charu C. Aggarwal and Haixun Wang 1. Introduction ... Conclusions and Future Research 55 References 55 3 Graph Mining: Laws and Generators 69 Deepayan Chakrabarti, Christos Faloutsos and Mary McGlohon 1. Introduction 70 2. Graph Patterns 71 x MANAGING AND ... Beijing viii MANAGING AND MINING GRAPH DATA 6. Vector Space Embeddings of Graphs via Graph Matching 235 7. Conclusions 239 References 240 8 A Survey of Algorithms for Keyword Search on Graph Data 249 Haixun...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 2 docx
... sizes of the second and third-largest connected components (CC2 and CC3) stabilize. We fo- cus on these next-largest connected components in (c). 84 xx MANAGING AND MINING GRAPH DATA 17.1 An unreduced ... Eqs. (2.5) and (2.6) are 0.7810 and 0.5217, respectively. 492 16.3 A toy example (reproduced from 61) 496 16.4 Equivalence for Social Position 500 xviii MANAGING AND MINING GRAPH DATA 7.3 Graph ... superlinearly-more money it donates, and similarly, the more donations a candidate gets, the more average amount-per-donation is received. Inset plots on (c) and (d) show 𝑖𝑤 and 𝑜𝑤 versus time. Note they...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 3 potx
... LLC 2010 C.C. Aggarwal and H. Wang (eds.), Managing and Mining Graph Data, Advances in Database Systems 40, DOI 10.1007/978-1-4419-6045-0_1, 6 MANAGING AND MINING GRAPH DATA In the second case, ... the web and social networks are defined on massive graphs 4 MANAGING AND MINING GRAPH DATA Natural Properties of Real Graphs and Generators. In order to under- stand the various management and mining ... in the case of structured data than in the case of multi-dimensional data. The problem of managing graph data is related to the widely stud- ied field of managing XML data. Where possible, we will...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 4 ppsx
... graph data management and min- ing algorithms are required. This includes web data, social and computer networking, biological and chemical data, and software bug localization. 16 MANAGING AND ... algorithms and applications. 2.1 Indexing and Query Processing Techniques Existing database models and query languages, including the relational model and SQL, lack native support for advanced data ... localization and computer networking. In addition, many new kinds of data such as semi- © Springer Science+Business Media, LLC 2010 C.C. Aggarwal and H. Wang (eds.), Managing and Mining Graph Data, 13 Advances...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 5 pptx
... 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. Because the underlying data assumes ... is to build a 24 MANAGING AND MINING GRAPH DATA [94], random walk kernels [81] and diffusion kernels [119]. In random walk kernels [81], we attempt to determine the number of random walks between the ... nodes in the graph independently and perform random walks starting from these nodes. These random walks can be Graph Data Management and Mining: A Survey of Algorithms and Applications 29 used in...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 7 pptx
... transition any web page in the collection uniformly at random. 50 MANAGING AND MINING GRAPH DATA examine the problem of community detection and change detection in a single framework. This provides ... relationship (SAR) princi- 46 MANAGING AND MINING GRAPH DATA Let 𝐴 be the set of edges in the graph. Let 𝜋 𝑖 denote the steady state proba- bility of node 𝑖 in a random walk, and let 𝑃 = [𝑝 𝑖𝑗 ] denote ... dissemination in the underlying Graph Data Management and Mining: A Survey of Algorithms and Applications 41 Densification: Most real networks such as the web and social networks con- tinue to become...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 8 ppt
... methods, procedures and functions in the program are nodes, and the relationships between the different methods are defined as edges. It is also possible to define nodes for data elements and model relationships ... graphs are created during program execution, and they represent the invocation structure. For example, a call from one pro- 56 MANAGING AND MINING GRAPH DATA [10] R. Agrawal, A. Borgida, H.V. Jagadish. ... of simple methods. 60 MANAGING AND MINING GRAPH DATA [75] M. Fiedler, C. Borgelt. Support computation for mining frequent sub- graphs in a single graph. Workshop on Mining and Learning with Graphs (MLG’07),...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 9 pdf
... Query Language and Access Methods for Graph Databases, appears as a chapter in Managing and Mining Graph Data, ed. Charu Aggarwal, Springer, 2010. [97] H. He, Querying and mining graph databases. ... GRAPH DATA [175] H. Tong, C. Faloutsos, J Y. Pan. Fast random walk with restart and its applications. In ICDM, pages 613–622, 2006. [176] S. TrißI, U. Leser. Fast and practical indexing and querying ... fields and harmonic functions. ICML Conference, pages 912– 919, 2003. Graph Data Management and Mining: A Survey of Algorithms and Applications 65 [159] P. R. Raw, B. Moon. PRIX: Indexing and querying...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 10 potx
... of the WWW, Web “clickstream” data, sales data in retail chains, file size distributions, and phone usage data. 2.2 Small Diameters Informal description:. Travers and Milgram [80] conducted a famous ... in the graph, and sum the results to find the total 74 MANAGING AND MINING GRAPH DATA sented as a table with the schema Graph(fromnode, tonode), the code for calculating in-degree and out-degree ... [43] conjecture that for many graphs, the neighborhood size 𝑁 ℎ 80 MANAGING AND MINING GRAPH DATA graphs to random failures, and correlations found in the joint degree distri- butions of the graphs....
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 11 ppt
... generators, we provide citations and a summary. 3.1 Random Graph Models Random graphs are generated by picking nodes under some random prob- ability distribution and then connecting them by edges. ... R « enyi in the 1960s [40, 41]. Their random graph model was the first and the simplest model for generating a graph. Description and Properties. We start with 𝑁 nodes, and for every pair of nodes, an ... point represents a node and the 𝑥 and 𝑦 coordinates are its degree and total weight, respectively. To achieve a good fit, we bucketize the 𝑥 axis with logarithmic binning [64], and, for each bin, we...
Ngày tải lên: 03/07/2014, 22:21
Managing and Mining Graph Data part 12 docx
... random and preferential attachment Instead of pure prefer- ential attachment, the endpoints of new edges are chosen according to a linear combination of preferential attachment and uniform random ... at time 94 MANAGING AND MINING GRAPH DATA where 𝑘(𝑖) is the degree of node 𝑖. Note that since the generated network is undirected, we do not need to distinguish between out-degrees and in-degrees. The ... these edges is given by 𝑃 (edge to existing vertex 𝑣) = 𝑘(𝑣) ∑ 𝑖 𝑘(𝑖) (3.14) 100 MANAGING AND MINING GRAPH DATA 𝑡, and 𝛼 ∈ [0, 1] is a free parameter. To rephrase the equation, in order to choose...
Ngày tải lên: 03/07/2014, 22:21
