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Journal ArticleDOI

A Complexity Measure

TLDR
Several properties of the graph-theoretic complexity are proved which show, for example, that complexity is independent of physical size and complexity depends only on the decision structure of a program.
Abstract
This paper describes a graph-theoretic complexity measure and illustrates how it can be used to manage and control program complexity. The paper first explains how the graph-theory concepts apply and gives an intuitive explanation of the graph concepts in programming terms. The control graphs of several actual Fortran programs are then presented to illustrate the correlation between intuitive complexity and the graph-theoretic complexity. Several properties of the graph-theoretic complexity are then proved which show, for example, that complexity is independent of physical size (adding or subtracting functional statements leaves complexity unchanged) and complexity depends only on the decision structure of a program.

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Citations
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Proceedings ArticleDOI

Robust prediction of fault-proneness by random forests

TL;DR: This paper presents a novel methodology for predicting fault prone modules, based on random forests, an extension of decision tree learning that generates hundreds or even thousands of trees using subsets of the training data.
Journal ArticleDOI

Using complexity, coupling, and cohesion metrics as early indicators of vulnerabilities

TL;DR: A framework to automatically predict vulnerabilities based on CCC metrics is presented and experimental results indicate that structural information from the non-security realm such as complexity, coupling, and cohesion are useful in vulnerability prediction.
Proceedings ArticleDOI

A system for graph-based visualization of the evolution of software

TL;DR: GEVOL extracts information about a Java program stored within a CVS version control system and displays it using a temporal graph visualizer, used by programmers to understand the evolution of a legacy program.
Journal ArticleDOI

Exploring the Duality between Product and Organizational Architectures: A Test of the Mirroring Hypothesis

TL;DR: A variety of academic studies argue that a relationship exists between the structure of an organization and the design of the products that this organization produces, given that product architecture has been shown to be an important predictor of product performance, product variety, process flexibility and the path of industry evolution.
Proceedings Article

Complexity metrics for business process models

TL;DR: This paper discusses how existing research results on the complexity of software can be extended in order to analyze the complexityof business process models.
References
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Journal ArticleDOI

Structured Programming with go to Statements

TL;DR: For serious students of structured programming, and also for language designers, Knuth's "Structured Programming with go to Statements" is probably the paper to read.
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Analysis of structured programs

TL;DR: It is shown that an arbitrary program P is reducible to a D-chart if and only if P does not contain a loop with two distinct exits.
Journal ArticleDOI

A genealogy of control structures

TL;DR: It is argued further that there is insufficient evidence to warrant more than if-then-else, while-do, and their variants and the importance of one-in, one-out control structures as operational abstractions.