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ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

In their 2002 paper Chawla et al. 2002) have performed a comprehensive evaluation of the impact of SMOTE- based up-sampling. 2002) provide an example that illustrates the modifications. Generation of artificial examples. propose a different strategy where the minority class is over-sampled by generating synthetic examples.

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insightsoftware Acquires Certent, Inc.

Jet Global

Founded in 2002 and headquartered in Roseville, Calif., founded in 2002, helps customers elevate their business with smart, intuitive solutions for modern finance. Terms of the deal were not disclosed. Visit insightsoftware.com for more information. About Certent. Certent, Inc.,

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UK antitrust regulator puts Synopsys’ $35B acquisition of Ansys under the microscope

CIO Business Intelligence

“The Competition and Markets Authority (CMA) is considering whether it is or may be the case that this transaction if carried into effect, will result in the creation of a relevant merger situation under the merger provisions of the Enterprise Act 2002 and, if so, whether the creation of that situation may be expected to result in a substantial lessening (..)

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PCI compliance: The best defense is a great defense

CIO Business Intelligence

Cybersecurity experts at Verizon Consulting Services draw on hands-on experience in solving payment card security challenges dating back to the formation of the PCI security regulation in 2002.

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SAP has a new succession plan

CIO Business Intelligence

Ala-Pietilä was President of Nokia from 1999 to 2005 and a member of SAP’s supervisory board between 2002 and 2021. The Finn is “excellently positioned to support SAP’s continued successful transformation,” it said.

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Academic Research Done on Arc Diagrams

The Data Visualisation Catalogue

Arc Diagrams: Visualizing Structure in Strings (2002) By Martin Wattenberg Topic: Data Visualisation. The results of this research can be seen in the project The Shape of Song (2002). The first appearance of an Arc Diagram can be found in Fig 1, p. 689 in this mathematical study into crossing numbers of graphs.

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Data Virtualization is the CDO’s Best Friend

Data Virtualization

According to CIO magazine, the first chief data officer (CDO) was employed at Capital One in 2002, and since then the role has become widespread, driven by the recent explosion of big data. The CDO role has a variety of.