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Visual data mining in software archives

Michael Burch, Stephan Diehl, Peter Weißgerber
2005 Proceedings of the 2005 ACM symposium on Software visualization - SoftVis '05  
Software archives contain historical information about the development process of a software system. Using data mining techniques rules can be extracted from these archives.  ...  In this paper we discuss how standard visualization techniques can be applied to interactively explore these rules.  ...  The authors are grateful to all members of the project team, in particular Andreas Zeller and Thomas Zimmermann.  ... 
doi:10.1145/1056018.1056024 dblp:conf/softvis/BurchDW05 fatcat:bjmm7olbqnep3lgomvkpbz4gim

Visual Data Mining in Software Archives to Detect How Developers Work Together

Peter Weissgerber, Mathias Pohl, Michael Burch
2007 Fourth International Workshop on Mining Software Repositories (MSR'07:ICSE Workshops 2007)  
This paper describes three visualization techniques that help to examine how programmers work together, e.g. if they work as a team or if they develop their part of the software separate from each other  ...  Analyzing the check-in information of open source software projects which use a version control system such as CVS or SUBVERSION can yield interesting and important insights into the programming behavior  ...  Related Work and Outlook Apart from mining other data sources (see Section 6) most of the related work is from the area of software visualization and mining of software repositories.  ... 
doi:10.1109/msr.2007.34 dblp:conf/msr/WeissgerberPB07 fatcat:6h4rf24l3zgprhhtse3vipo5uu

Mining Large-Scale Broadcast Video Archives Towards Inter-video Structuring [chapter]

Norio Katayama, Hiroshi Mo, Ichiro Ide, Shin'ichi Satoh
2004 Lecture Notes in Computer Science  
Based on this viewpoint, we designed and constructed a broadcast video archive system having sufficient capacity and functionality to serve as the testbed for indexing and mining research.  ...  It is naturally perceived that a huge amount of broadcast video would be a useful corpus for multimedia indexing and mining research.  ...  By using the constructed testbed, we are now tackling multimedia indexing and mining techniques towards inter-video structuring in huge multimedia corpora.  ... 
doi:10.1007/978-3-540-30542-2_60 fatcat:bcxfarxltzdozpiubbxzzssk4q


2007 Modelling and Simulation in Science  
It aims to allow global electronic access to the available astronomical data archives of space and ground-based observatories, sky survey databases.  ...  It also aims to enable data analysis techniques through a coordinating entity that will provide common standards, widenetwork bandwidth, and state-of-the-art analysis tools (source  ...  VisIVO: Italian Contribution to the VO-TECH -DS6: Data Exploration (Data Mining + Visualization) Erice, 16 April 2007 "Data Analysis in Astronomy" Marco Comparato VisIVO • What it is not • A  ... 
doi:10.1142/9789812779458_0034 fatcat:sqyfbwmsvrczdmhqgqxtbjq3jm

Analysis of SVN Repositories for Remote Access [article]

Sadaf, Safeeullah Soomro, Suhni Abbasi
2015 arXiv   pre-print
Software Evolution is considered to be essential and challenging characteristic in the field of software engineering.  ...  It also helps to decrease the confusion affected by duplicate or outdated data.  ...  The MSR(Mining Software Repository) launches a significant challenge for both investigators and experts in the field of software repository mining [11] . Figure1.  ... 
arXiv:1511.06722v1 fatcat:b2qcnvceqrdozc763r4uwtoeuq

uARMSolver: A framework for Association Rule Mining [article]

Iztok Fister, Iztok Fister Jr
2020 arXiv   pre-print
The paper presents a novel software framework for Association Rule Mining named uARMSolver. The framework is written fully in C++ and runs on all platforms.  ...  It allows users to preprocess their data in a transaction database, to make discretization of data, to search for association rules and to guide a presentation/visualization of the best rules found using  ...  The association rule archive is a data structure for storing mined association rules.  ... 
arXiv:2010.10884v1 fatcat:lkyeyxvdgzdohhjugfcre7lkua

The analysis of the currently used systems related to the monitoring of the mining production process

Konrad Trzop, S. Zhironkin, S. Vöth, M. Cehlár, J. Janocko, N. Demirel, D. Szurgacz, S. Spearing, L. Sobik
2021 E3S Web of Conferences  
In the Polish mining industry the currently used monitoring systems for production processes and safety have been analyzed.  ...  The performed analysis allowed to determine the usefulness of the monitoring systems used in the Polish mining industry.  ...  It is worth noting however that the dynamically changing conditions of works in the mining industry also require dynamic changes and updating of the monitoring systems already used.  ... 
doi:10.1051/e3sconf/202127801028 fatcat:2e5ejtnzpzclpkxttbnyekaoaq

A framework for describing and understanding mining tools in software development

Daniel M. German, Davor Cubranić, Margaret-Anne D. Storey
2005 Proceedings of the 2005 international workshop on Mining software repositories - MSR '05  
Second, the data sources available, and mined, will determine if those needs can be satisfied.  ...  We propose a framework for describing, comparing and understanding tools for the mining of software repositories.  ...  A FRAMEWORK FOR COMPARISON The framework for comparing software visualization tools of human activities is described in detail in [15] .  ... 
doi:10.1145/1083142.1083160 dblp:conf/msr/GermanCS05 fatcat:ynjvjtwjwbdppfdwdwap7x5raq

A framework for describing and understanding mining tools in software development

Daniel M. German, Davor Cubranić, Margaret-Anne D. Storey
2005 Software engineering notes  
Second, the data sources available, and mined, will determine if those needs can be satisfied.  ...  We propose a framework for describing, comparing and understanding tools for the mining of software repositories.  ...  A FRAMEWORK FOR COMPARISON The framework for comparing software visualization tools of human activities is described in detail in [15] .  ... 
doi:10.1145/1082983.1083160 fatcat:lvc6ydat7bhw7oaznkb7zygsdi

The E-Ark Data Mining Showcase

Rainer Schmidt, Sven Schlarb, Jan Rörden, Janet Anderson, Zoltán Lux, David Anderson
2018 Zenodo  
These configurations are specifically targeting the processing of E-ARK Archival Information Packages (AIPs), as detailed in D4.4 Part A.  ...  Work on the single-server deployment has been carried out jointly with WP4 in the context of the E-ARK Web project.  ...  Data Mining Showcases Visualisation of Geodata Visualization of geographical data as described in section 4. Data Geographical data Geographical data in GML format as described in section 4.  ... 
doi:10.5281/zenodo.1173018 fatcat:rykkqdefrrfphdmfgghq2rmb3a

Process Mining Software Repositories

Wouter Poncin, Alexander Serebrenik, Mark van den Brand
2011 2011 15th European Conference on Software Maintenance and Reengineering  
Software developers' activities are in general recorded in software repositories such as version control systems, bug trackers and mail archives.  ...  However, in order for process mining to become applicable, different software repositories should be combined, and "related" software development events should be matched: e.g., mails sent about a file  ...  Beyond process mining, mining software repositories has attracted significant attention from the research community: CVSgrab [1] supports gathering and visualization data from CVS repositories.  ... 
doi:10.1109/csmr.2011.5 dblp:conf/csmr/PoncinSB11 fatcat:va6h67wj3rbpbhmdmliznq5lty

MSR 2005 international workshop on mining software repositories

Ahmed E. Hassan, Richard C. Holt, Stephan Diehl
2005 Proceedings of the 27th international conference on Software engineering - ICSE '05  
This one-day workshop is to bring together researchers and practitioners to consider methods that use data stored in software repositories (such as source control systems, defect tracking systems, and  ...  archived project communications) to further understanding of software development practices.  ...  from these repositories • Methods of integrating mined data from various historical sources • Development and validation of approaches to visualize and present such data • Use of recovered history for  ... 
doi:10.1145/1062455.1062615 dblp:conf/icse/HassanHD05 fatcat:vfdjum3btfe57ooebtovmkacje

NEMAR: An open access data, tools, and compute resource operating on NeuroElectroMagnetic data [article]

Arnaud Delorme, Dung Truong, Choonhan Youn, Subha Sivagnanam, Kenneth Yoshimoto, Russell A. Poldrack, Amit Majumdar, Scott Makeig
2022 arXiv   pre-print
In addition, NEMAR allows users to process archived EEG data on the XSEDE high-performance resources at SDSC in conjunction with the Neuroscience Gateway (, a freely available and easy to  ...  To take advantage of recent and ongoing advances in large-scale computational methods, and to preserve the scientific data created by publicly funded research projects, data archives must be created as  ...  Our overall goal is to support the creation, maintenance, analysis, and cross-study mining of human neuroelectromagnetic (NEM) data while seeding and growing 'minable' archives of NEM data in the OpenNeuro  ... 
arXiv:2203.02568v1 fatcat:dsibypir7nh7lj72zr6obpws7i

Unveiling the Sheng XuanHuai Archive @ CUHK – Experience Sharing on Using Corpus Data for Text Analysis and Beyond [article]

Jeff Liu, Tony Tsang, SHENG Chang Hung
2019 Figshare  
What can be done from the 4 million Chinese characters corpus data from over 13,000 correspondences housed in the "Sheng XuanHuai Archive@CUHK" (  ...  selected corpus data.  ...  Yun TAI of CUHK Library conducted an experiment in text mining a small subset of archive by using "R": Text Data Preparation: a Practice in R using the Sheng Xuanhuai Collection:  ... 
doi:10.6084/m9.figshare.7864817 fatcat:555unfyjhza2nc4afadfsrr6lq

Guest editors introduction: special issue on mining software repositories

Stephan Diehl, Harald C. Gall, Ahmed E. Hassan
2009 Empirical Software Engineering  
The Mining Software Repositories (MSR) field analyzes and cross-links the rich data available in software repositories to uncover interesting and actionable information about software systems and projects  ...  Software repositories are commonly used in practice as record-keeping repositories and are rarely used to support decision-making processes.  ...  Acknowledgments We are grateful to the continuous support and encouragement offered by the Editorial board for the Journal of Empirical Software Engineering and by the Editor-in-Chief Lionel Briand.  ... 
doi:10.1007/s10664-009-9110-3 fatcat:zten5j7kr5fufiqdcl7sz53oky
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