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Krishnamoorthy, Mukkai
RPI
Troy, New York
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Mining imperfect data: with examples in R and Python (2nd ed.)
Pearson R., SIAM, Philadelphia, PA, 2020. 184 pp. Type: Book (9781611976267)
Data analysisincluding both data mining and machine learninghas made a lot of progress in the past decade. Both the R and Python programming languages have been used to analyze data. The Achilles’ heel in this task is the handl...
Nov 19 2021
Digital cash: the unknown history of the anarchists, utopians, and technologists who created cryptocurrency
Brunton F., PRINCETON UNIVERSITY PRESS, Princeton, NJ, 2019. 272 pp. Type: Book (9780691179490)
This comprehensive book covers the history of digital cash/currency, including the current era of Bitcoin and blockchain technology. The author argues that digital cash is to be understood in terms of authentication, ownership, and certainty and p...
Feb 10 2020
Natureinspired optimization algorithms
Yang X., ELSEVIER, Waltham, MA, 2014. 300 pp. Type: Book (9780124167438)
Solving optimization problems has been the bane of scientific and combinatorial computing. Even though polynomialtime algorithms exist for some problems such as linear programming, matching, and network flow, most problems are intractable (or NP...
Jan 13 2015
Big data integration theory: theory and methods of database mappings, programming languages, and semantics
Majkić Z., Springer Publishing Company, Incorporated, New York, NY, 2014. 473 pp. Type: Book (9783319041551), Reviews: (1 of 2)
As the title of the book rightly states, the contents have more to do with data integration theory and categorical logical theories than big data. The adjective “big” is added to make this book topical, but it is all about theory and t...
Sep 5 2014
Efficient matching for column intersection graphs
Auer B., Bisseling R. Journal of Experimental Algorithmics 191.11.22, 2014. Type: Article
Graph partitioning and hypergraph partitioning have been used extensively in applications ranging from verylargescale integration (VLSI) to portioning of data in parallel and distributed applications. Hypergraph and graph partitioning problems a...
Jul 30 2014
Algorithmic trading review
Treleaven P., Galas M., Lalchand V. Communications of the ACM 56(11): 7685, 2013. Type: Article
Three researchers from University College of London, who have spent eight years developing algorithmic trading (AT) systems and an algorithmic trading/risk platform, have written a fascinating review article on AT. Algorithmic trading refers to an...
Apr 9 2014
Improving multiple aesthetics produces better graph drawings
Huang W., Eades P., Hong S., Lin C. Journal of Visual Languages and Computing 24(4): 262272, 2013. Type: Article
Since many aesthetic constraints are conflicting in nature, graphdrawing algorithms generally tend to optimize one or two constraints to the fullest. This paper introduces a new graphdrawing algorithm called BIGANGLE, which is built on the class...
Nov 20 2013
Algorithm 928: a general, parallel implementation of DantzigWolfe decomposition
Rios J. ACM Transactions on Mathematical Software 39(3): 110, 2013. Type: Article
An opensource implementation of the DantzigWolfe decomposition method, a powerful and useful technique for solving linear programming problems of blockangular form, is described in this concise and wellwritten paper....
Jul 5 2013
Building theories of economic process
Shubik M., Smith E. Complexity 14(3): 7792, 2009. Type: Article
The importance of the structure of physical processes to economic phenomena is emphasized in this paper....
Jun 15 2009
Cleaning a network with brushes
Messinger M., Nowakowski R., Praat P. Theoretical Computer Science 399(3): 191205, 2008. Type: Article
This wellwritten paper has interesting initial results on cleaning a graph. The authors consider the following model for cleaning edges of a graph:...
Nov 20 2008
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