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检索条件"主题词=Software algorithms"

共 12291 条记录，以下是21-30 订阅

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An effectiveness measure for software clustering algorithms

An effectiveness measure for software clustering algorithms

引用

IEEE Workshop on Program Comprehension

作者： Zhihua Wen V. Tzerpos York University Toronto ONT Canada

Selecting an appropriate software clustering algorithm that can help the process of understanding a large software system is a challenging issue. The effectiveness of a particular algorithm may be influenced by a number of different factors, such as the types of decompositions produced, or the way clusters are named. In this paper, we introduce an effectiveness measure for software clustering algorithms based on Mojo distance, and describe an algorithm that calculates its value. We also present experiments that demonstrate its improved performance over previous measures, and show how it can be used to assess the effectiveness of software clustering algorithms.

关键词： software measurement Clustering algorithms software algorithms software systems software performance Partitioning algorithms System testing Benchmark testing Conferences Heuristic algorithms

来源：评论

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Teaching software Testing in an algorithms and Data Structures Course

Teaching Software Testing in an Algorithms and Data Structur...

引用

IEEE International Conference on software Testing Verification and Validation Workshop, ICSTW

作者： Andrea Arcuri Department of Technology Kristiania University College Oslo Norway

ISBN: (数字)9781728110752

ISBN: (纸本)9781728110769

In this paper, we report and share our experience on introducing the teaching of software Testing in an algorithms and Data Structures course. The goal was twofold: (1) help in the teaching of the complex subject of algorithms and data structures and (2) start to make the student familiar with the topic of software testing. We report on the lessons learned in such endeavor and on the results of a student survey, after the course was completed. How the teaching of software testing was introduced was positively evaluated by the students. All our teaching material is freely available online on GitHub.

关键词： software testing Education software Data structures software algorithms Programming

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On the Comparability of software Clustering algorithms

On the Comparability of Software Clustering Algorithms

引用

IEEE Workshop on Program Comprehension

作者： Mark Shtern Vassilios Tzerpos York University Toronto ONT Canada

Evaluation of software clustering algorithms is typically done by comparing the clustering results to an authoritative decomposition prepared manually by a system expert. A well-known drawback of this approach is the fact that there are many, equally valid ways to decompose a software system, since different clustering objectives create different decompositions. Evaluating all clustering algorithms against a single authoritative decomposition can lead to biased results. In this paper, we introduce and quantify the notion of clustering algorithm comparability. It is based on the concept that algorithms with different objectives should not be directly compared. Not surprisingly, we find that several of the published algorithms in the literature are not comparable to each other.

关键词： Clustering algorithms software algorithms software systems

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algorithms in CAD systems, software and algorithms relations and investigation of them

Algorithms in CAD systems, software and algorithms relations...

引用

International Conference on CAD Systems in Microelectronics (CADSM)

作者： V. Bezruk Y. Dragan V. Ovsiak L. Sikora F. Soproniuk Kharkiv National University of Radioelectronics Ukraine enter슠for슠Strategic슠Economic슠Research Ukrainian Academy of Printing L'viv Ukraine Chernivtsi National University Ukraine

The method of representation and investigation of software for CAD is shown.

关键词： software algorithms software systems Design automation Algebra Concrete Mathematical model Graphics LAN interconnection software maintenance Algorithm design and analysis

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The patentability of software and mathematical algorithms for computational electromagnetics

The patentability of software and mathematical algorithms fo...

引用

International Conference on Computational Electromagnetics and Its Applications, ICCEA

作者： L.W. Henderson Knobbe Martens Olson and Bear Limited Liability Partnership Newport Beach CA USA

In the US, software has been patentable subject matter for many years. Nevertheless, it was not uncommon to hear engineers, and even some patent attorneys, assert that software was not patentable. The patentability of mathematical algorithms in the US is not so clear cut, but changes in US patent law have expanded the scope of patentability for mathematical algorithms. Many types of mathematical algorithms that were previously not patentable subject matter are now patentable subject matter. The full impact of these changes is yet to be determined, but the trend is clearly in favor of the patentability of mathematical algorithms. In Europe, the expanding scope of patentability for software and mathematical algorithms is lagging the US to some extent. The patentability of software in Europe was somewhat uncertain. However, a decision by the Technical Board of Appeal (TBA) appears to have removed the uncertainty and clearly established that computer software is generally patentable subject matter in the European Patent Office (EPO). The patentability of a mathematical algorithm is still uncertain. Inventors wanting to obtain patent protection for their mathematical algorithms or computer software should not assume that such protection is unavailable or even that they know where the boundary lies. It is a mistake, and it can be a costly mistake, to presuppose that something is unpatentable simply because it is a mathematical algorithm.

关键词： software algorithms Computational electromagnetics Patent law Concrete Europe Mathematics Uncertainty Guidelines Signal analysis Signal processing

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LibRA: A Scientific software Library of Radio Astronomy algorithms

LibRA: A Scientific Software Library of Radio Astronomy Algo...

引用

US National Committee of URSI National Radio Science Meeting (USNC-URSI NRSM)

作者： S. Bhatnagar M. Hsieh F. Madsen P. Jagannathan National Radio Astronomy Observatory Socorro NM

ISBN: (数字)9781946815200

ISBN: (纸本)9798331513979

LibRA is a scientific software library with implementations of both existing and new algorithms for interfer-ometric calibration and imaging in the Radio Astronomy (RA) community. Derived from the CASA code base, LibRA has been developed into a standalone, open-source library with its own independent reposi-tory. The primary goal of the LibRA project is to provide direct access to RA algorithms, targeting research groups, university departments, and individual researchers, including faculty, students, and postdoctoral re-searchers. This library offers production-quality implementations of core algorithms that are user-friendly, easily deployable, and modifiable to suit specific needs. The fundamental scientific principles behind such telescopes share commonalities with other domains that rely on indirect imaging, such as Magnetic Res-onance Imaging (MRI) and ultrasound imaging. To make RA algorithms accessible, a strong requirement driving the software design is to keep the interface simple, the software stack shallow, and the software de-pendency graph small. To achieve these primary goals, LibRA provides interfaces through C++, Python, and command-line options. In this talk, we will outline the software architecture, current capabilities, and in-terfaces of LibRA. We will also discuss how these can be leveraged in other software development projects and by end-users for scientific applications. Additionally, we will illustrate the use of LibRA by parallel computing in large-scale distributed networks for calibration and imaging of ngVLA/SKA-sized data sets. The talk will also cover ongoing collaborations with computing, RA, and medical imaging groups, as well as future development plans.

关键词： software libraries Ultrasonic imaging software design Radio astronomy Magnetic resonance imaging Magnetic cores software algorithms Telescopes Calibration software development management

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software Platform for Analyzing the State of Storage Systems Using Hybrid Intelligent algorithms

Software Platform for Analyzing the State of Storage Systems...

引用

International Russian Smart Industry Conference (SmartIndustryCon)

作者： E. S. Mytarin V. S. Moshkin M. I. Kashin Ulyanovsk state technical university Ulyanovsk Russia

ISBN: (数字)9798331511241

ISBN: (纸本)9798331511258

The article presents a description of the developed software platform that provides automation of data storage server state monitoring using a hybrid algorithm. The developed algorithm combines an ontological approach and machine learning elements. A comparative assessment of various approaches was carried out: cluster analysis, autoencoders, LSTM, fuzzy ontologies and hybrid models - when analyzing methods for searching for anomalies in time series. The hybrid evaluation model showed the best results for all criteria. It was chosen to develop a prototype of the software platform. Experiments were conducted on hardware storage system data. The software platform proved its effectiveness in solving the problem.

关键词： Measurement Time series analysis software algorithms Prototypes Clustering algorithms Ontologies software Long short term memory Monitoring Load modeling

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Ship Detection software Based on High-Resolution algorithms for Primary Signal Processing: From Idea to Implementation in HFSWRs

Ship Detection Software Based on High-Resolution Algorithms ...

引用

International Symposium on INFOTEH-JAHORINA (INFOTEH)

作者： Dragan Goluboović Darko Marjanović Vlatacom Institute Belgrade Serbia Vlatacom Institute Singidunum University Belgrade Serbia

ISBN: (数字)9798331515799

ISBN: (纸本)9798331515805

In recent years, maritime surveillance of ships using High Frequency Surface Wave Radars (HFSWRs) represents very important challenge, where most attention is focused on algorithms for primary signal processing and the implementation of such algorithms to make them applicable in real-time. This paper contains an overview of the high-resolution primary signal processing in HFSWRs, as well as its implementation using C programming language. All the necessary input data and parameters of the algorithms are described, then the way of executing the program, and finally the output data. A real-time operation is achieved thanks to the implementation based on multithreading by improving the existing implementation of the high-resolution range-Doppler map estimation, which is the most computationally demanding task. As a part of software infrastructure, we have developed a set of auxiliary processing components, allowing end-users graphical presentation of processed radar data. We have demonstrated the capabilities of the ship detection software which can be execute on general purpose computers, and where processing can be performed in real-time or subsequently, for the needs of which an additional program has been developed, thus forming a ship detection software package.

关键词： Computers Computer languages software packages Surface waves Surveillance software algorithms Signal processing algorithms Radar Real-time systems Marine vehicles

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Development and Analysis of algorithms for Measuring of Communication Links Parameters in Internet of Things software Defined Networks

Development and Analysis of Algorithms for Measuring of Comm...

引用

International Russian Smart Industry Conference (SmartIndustryCon)

作者： Dmitry Perepelkin Kirill Anisimov Faculty of Computer Engineering Ryazan State Radio Engineering University Ryazan Russia

ISBN: (数字)9798331511241

ISBN: (纸本)9798331511258

The article considers methods for measuring parameters of communication links connecting OpenFlow switches in software defined networks of the Internet of Things to ensure the operation of dynamic routing algorithms. Theoretical information on the parameters of communication links that ensure quality of service in the network and methods for measuring them using a network controller are given. Step-by-step algorithms for implementing measurement of delay, packet loss percentage, bandwidth and load of communication links using the Ryu controller are given. Experimental studies confirming the operability of the presented algorithms are conducted. A comparison of the proposed algorithms with the operation of other utilities for measuring communication links parameters, such as Ping and Iperf3, is carried out. It is shown that the quality of the proposed algorithms for measuring delay and packet loss percentage using the controller show similar results to the quality of the Ping and Iperf3 utilities. The limitations imposed on the operation of the presented algorithm for measuring the bandwidth of communication links are shown. This study is an integral part of the project on developing intelligent algorithms for dynamic routing in software defined networks.

关键词： Heuristic algorithms software algorithms Packet loss Bandwidth Quality of service Routing Delays software measurement Internet of Things software defined networking

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Comparative Analysis of software Reliability Prediction and Optimization using Machine Learning algorithms

Comparative Analysis of Software Reliability Prediction and ...

引用

Intelligent Systems and Computational Networks (ICISCN), International Conference on

作者： Prashanth Kumar Bolisetty Midhunchakkaravarthy Faculty of AI AI Computing and Multimedia Lincoln University College Selangor Darul Eshan Malaysia Faculty of AI Computing and Multimedia Lincoln University College Selangor Darul Eshan Malaysia

ISBN: (数字)9798331529246

ISBN: (纸本)9798331529253

software reliability plays a crucial role in assessing the overall quality of software systems. Developing highly reliable software presents challenges, including ensuring usability, maintaining consistent performance, offering reliable service, and facilitating smooth maintenance. To overcome these limitations, researchers have turned to intelligent prediction and optimization algorithms. This paper presents a comprehensive review of software reliability prediction, emphasizing the application of machine learning techniques. It also provides an analytical evaluation of existing methods to identify areas for improvement and future research opportunities in software reliability prediction.

关键词： Machine learning algorithms Reviews software algorithms Machine learning software systems Prediction algorithms software reliability Maintenance Usability Optimization

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