Msr 2016, the th international conference on mining software repositories. Technical ownership of business reporting and data mining platform by creating reporting solutions using heterogeneous data sources including snowplow amazon redshift click stream big data source. Built and manage 3 teams and multiple products in amazon advertising from scratch, which include advertiser audience, lookalike audience, data management platform dmp partner, etc. View norbert ekes profile on linkedin, the worlds largest professional community. Conducted a 50 minute workshop on gaps, factors, sources and methods for data mining. Orange is a data mining platform, with an interesting combination of visual. Used data science, engineering, and machine learning to mine software repositories and improve bug tracking systems. Software projects accumulate a wealth of information over. In the last decade, the use of data repository and cloud platforms have grown.
It, an easy to use 3d data exploration, data mining and visualization software for most web browsers web applications, windows 10, and ipad. See the complete profile on linkedin and discover umas. Denis arnaud head of engineering in the data strategy. We had to compute a set of statistics about the development of the files and the bug introduction information. Data mining platform is a platform for data mining and analysis. This project is for analysing top 980 repositories in github and their rating and different language used in the projects. Mar 03, 2016 linkedin open sources its wherehows data mining software.
I am working on mining stackoverflow and github data with the goal of creating a novel approach to cross platform software developer expertise learning. View patrick neubauers profile on linkedin, the worlds largest professional community. We do not share any mutual connections on linkedin, his contact info is not in my phone intentionally never installed the linkedin app because of the data mining btw nor my gmail account, which is tied to linkedin. Furthermore, he has completed his phd research in the field of applying data mining techniques on software engineering data at the aristotle university of thessaloniki. A linked data platform for mining software repositories. Apr 14, 2015 data mining platform chanson latex mysql cluster r language data mining platform texx latex.
I am interested in artificial intelligence algorithm and data mining technologies. Software repositories contain a wealth of information about. Campbell mckenzie brisbane, australia professional. This understanding can assist us in guiding and enhancing the software development process and methods. It contains many of the new and sophisticated methods such as kernelbased classification, twoway clustering, bayesian networks, pattern recognition for time series analysis and many other. Axel thimm devops engineer six digital exchange linkedin. Pyfa repo python fitting assistant, cross platform.
Pdf a linked data platform for mining software repositories. Apr 23, 2018 since we want to use an ssh setup, we do not need a gui for our mining computer. We present a software framework for mining software repositories. Herzig and zeller define mining software archives as a process to obtain lots of initial evidence by extracting data from. The first data management architecture manages entity data within one or more data sources, while the second data management architecture manages persisted entities with data from the one or more data sources within a common repository. View gayan nishakaras profile on linkedin, the worlds largest professional community. In mcclellans case it was a matter of accidental data leakage an alltoocommon phenomenon that has many firms looking nervously at their employees use of social networking. Mixing gis and text analytics for better analysis and results. Architect the components of nextgeneration platform as a software engineerdevops. Theodore chaikalis senior software engineer linkedin. We have evaluated our tool on various releases of fedora, ubuntu, suse, redhat, and firefox projects.
Although it is a requirement of employment at the university of new england for academic staff to submit their research to the local repository, research une, compliance is not always one hundred percent. On mining data across software repositories request pdf. Top 20 best data mining software for linux in 2020 ubuntupit. Secold provides the first online software ecosystem linked data platform that supports data extraction and onthe. Expertise in software architecture, engineering, architecture governance, and research. Drive the engineering topics in the global data strategy and analytics group, encompassing deployment of big data services, data processing pipelines, software development lifecycle, continuous integration and delivery, packaging, testing, logging, monitoring, and of course support to business consultants and data. May 29, 2018 the mining software repositories msr field analyzes the rich data available in software repositories to uncover interesting and actionable information about software systems and projects. Prakash choudhary software developer budslab india linkedin. You have solid experience of data modelling, data warehousing, advanced analytics, design patterns, sap hana 2. A modification to data of the persisted entity is detected within the one or more data sources, and the. View kyriakos fragkeskos profile on linkedin, the worlds largest professional community. Because of this, i have chosen ubuntu server for our linux distribution at the time of writing this 4142018 we are about 12 days away from the release of ubuntu 18. The platform features advertisingreal time bidding data fabric encompassing data ingestion, big data processing, and flexible storage.
A platform for building and sharing mining software repositories tools as apps by. Passionate communicator and systems developer, who enjoys working closely with solution architects, scientists, statisticians and software engineers to provide empowering solutions in industry and academia. See the complete profile on linkedin and discover gayans connections and jobs at similar companies. A platform for building and sharing mining software. I am also an intellectually curious individual with a passion for new data mining and machine learning techniques. Mining software repository made easy boa language and. Wherehows has captured the status of 50,000 datasets, 14,000 comments and 35 million job executions good for a storage footprint topping. Data applied, offers a comprehensive suite of webbased data mining techniques, an xml web api, and rich data visualizations. Currently working on the analytics platform at arity and focusing on growing the platform so that. Id like to get data on all employees of a given company, which you can do manually on the site but is not possible through the api. The mining software repositories msr field analyzes the rich data available in software repositories to uncover interesting and actionable information about software systems and projects. Mining software repositories a comparative analysis.
Microsoft windows server and desktop family and many linux distributions including fedora, centos, opensuse, suse enterprise linux, redhat, debian and ubuntu. The th international conference on mining software repositories. Dimitris drosos principal software engineer entersoft. Top free data mining software predictive analytics today. Data scientist at trg research and development ltd. Fedora is a flexible, extensible, open source repository platform for curating digital content. However, the current barrier to entry is prohibitive and the cost of such scientific experiments great. Analytics platform community, tanagra, rattle gui, cmsr data miner. Contribute to genesys ai platform, implement a microservice which provides scheduled training of machine learning models via airflow and realtime prediction serving over kafka topics of events.
Software suitesplatforms for analytics, data mining, data. We study the source code repositories of five opensource projects to characterize patterns of turnover and to determine the effects of turnover on software quality. Ultimate setup guide for cryptocurrency mining with linux. Gayan nishakara lead consultant technology linkedin. We will identify the tactics by exploiting an alreadybuilt dataset of github repositories containing millions of lines of code belonging to realworld robotic systems. View uma varadarajans profile on linkedin, the worlds largest professional community. Implemented ai tool to summarize bug reports inspired by pagerank algorithm and using sentiment analysis. Collin bennett platform data analytics engineering. The software is deployedsee this and similar jobs on linkedin.
I had tried one tool for extracting information form my different business groups and connections on linkedin. My contribution in this project is mainly on developers tool side and data analysis. How linkedin uses hadoop to leverage big data analytics. To address this bottleneck we developed experimental peptide identification repository epir, which is an integrated software platform for storage, validation, and mining of lc msmsderived peptide evidence. The mining software repositories citation needed msr field analyzes the rich data available in software repositories, such as version control repositories, mailing list archives, bug tracking systems, issue tracking systems, etc. Seagle is an online platform for software repository mining, and evolution analysis of java projects. Shabu ramakrishnan enterprise data architect linkedin. Mining software repositories msr, 2012 9th ieee working conference on, 2012. The key technological enabler of this project is the robot operating system ros. A linked data platform for mining software repositories iman keivanloo, christopher forbes, aseel hmood, mostafa erfani, christopher neal, george peristerakis, juergen rilling. It facilitates the collection of project related data, organizes relevant information in comprehensible reports and provides a useful tool for empirical research.
In its first release, the dataset contains about two billion facts. Research in software repository mining has grown considerably the last decade. A data repository platform for the cloud by merce crosas, ph. The amdgpupro graphics stack is recommended for use with radeon pro graphics products. Linkedins data infrastructure uses hadoop for batch processing. This involved the assignments and the final paper of the course in4334 mining software repositories at tu delft, taught in q1 201617. Open source cross platform educational software aimed at middle and high school students. Fedora is a linuxbased operating system that showcases the latest in free and open source software.
Mining software repository msr techniques allow researchers to analyze the information generated throughout the software devel opment process, such as source code, version control systems meta data, and issue reports 5, 18,22. Rafael lotufo software engineering manager linkedin. The history of software packages for data mining is short but eventful. Open source it specialist with broad skill set ranging from project management, data mining and trend analysis to application development, software packaging and deployment, as well as system design and administration in demanding projects. See the complete profile on linkedin and discover mokamolas connections and jobs at similar companies. Full stack senior python developer life sciences software in moses lake, wa. As a senior data analyst, you will manage the full lifecycle of analytics from requirementsee this and similar jobs on linkedin. In this, i have used r programming and different r package for data visualisation and ongoing text analysis. He is currently working as data platform practice lead for global delivery centers in teradata, leading a team of 80 consultants across multiple locations. The th international conference on mining software repositories may 1415, 2016. This role is a great opportunity for an experienced data engineer to join our analytics team with a focus on building our data platform to support the development of analytics software for hovermap data.
Milhan kim senior software engineer line corp linkedin. We propose candoia, a novel platform and ecosys tem for building and sharing mining software repositories msr tools. The pinnacle of modern linux data mining software, rapid miner is way above others whenever it comes to discuss reliable data mining platforms. Participated in the sqooss platform, funded by information society technologies, european union. Due to the data driven nature of this venue of investigation, we identified several problems within the current stateoftheart that pose a threat to the external validity of results. Pyqt is a python binding of the crossplatform gui toolkit qt. Fedora commons is a modular, extensible platform for building repository backends. How to use linkedin for data miners data mining blog. Currently he works on his research in the university, while also testing ideas at the market through his position as a ceo in the newlyfounded company cyclopt. By default, fedora only includes free and open source software.
Linkedin precomputes the data for people you may know product by recording close to 120 billion relationships per day in a hadoop mapreduce pipeline, that runs 82 hadoop jobs which require 16tb of intermediate data. The goal of this twoday conference is to advance the science and practice of msr. The 16th international conference on mining software repositories will be colocated. Furthermore, data is captured in repositories and systems that are typically siloed, making it difficult to analyze and reuse. Software engineer data miningdata analysismachine learning. Linkedin hiring software engineer data miningdata analysis. Linkedin open sources its wherehows data mining software. Allison brown senior research publications and data. For institutional repository dspace open source software should be used.
The islandora repository platform is gaining popularity across many different types of institutions. Francisco sokol engineering lead smava gmbh linkedin. View mokamola phaladis profile on linkedin, the worlds largest professional community. My current certifications and experience encompass a wide range of server products, virtualisation platforms and operating systems including but not limited to. Use of amdgpu is recommended for all other products. We define the base concepts of both external and internal turnover. It is built by people across the globe who work together as a community.
Rattle is free open source software and the source code is available from the bitbucket repository. See the complete profile on linkedin and discover vassilios connections and jobs at similar companies. The fedora project is open and anyone is welcome to join. Based on fedora commons, drupal, and solr, it is proving to be extremely flexible and adept at. Largescale software repository mining typically requires substantial storage and computational resources, and often involves a large number of calls to ratelimited apis such as those of github and stackoverflow. Analyzed large datasets from platforms such as github, jira to help software engineers make data driven decisions. In this work, we extend soetens and demeyer study, mining data from 256 software projects from apache software foundation, using metricminer, a web application focused on supporting mining software repositories studies. Flowblade repo, wp multitrack, nonlinear video editing software for linux. The cover image puerto madero as seen from the natural reserve costanera sur recs by luis argerich is licensed under cc by 2.
Pdf using regular expressions for mining data in large software. However, with the introduction of these curated thirdparty repositories, users can optin to enabling selected extra sources. Which software would you advise for an institutional repository. Mining linkedin data using linkedin api stack overflow. Unfortunately the linkedin api seems pretty limited to begin with. I am new to linkedin api, and am not sure if what i plan to do is a possibility or not. Epir is a cumulative data repository where precursor. Secold provides the first online software ecosystem linked data platform that supports data extraction and onthefly interdataset integration from major version control, issue tracking, and quality evaluation systems. Distributions known to package octave include debian, ubuntu, fedora. In this project i have developed software quality metrics using decision trees, svms and graph mining techniques based on project metadata of open source projects, available from repositories like sourceforge and freshmeat. View vassilios karakoidas profile on linkedin, the worlds largest professional community. Mar 10, 2016 most of linkedins data is offline and it moves pretty slowly.
Our extensible framework enables the integration of data extraction from repositories with data analysis and interactive. Openteacher was being worked on by three people and is available from the debian, ubuntu universe and fedora repositories. The quantitative analysis showed that refactoring indeed does not decrease cyclomatic complexity. This works in most cases, where the issue is originated due to a system corruption. Scientists and engineers alike are interested in analyzing this wealth of information both for curiosity as well as for testing important research hypotheses. My fiances brother inlaw popped up this week as a contact i might be interested in. Nitin mukesh tiwari, ganesha upadhyaya, hoan anh nguyen, and hridesh rajan download paper abstract. Linkedin open sources its wherehows data mining software zdnet. Add a description, image, and links to the mining software repositories topic page so that developers can more easily learn about it. Applied machine learning techniques supervised and unsupervised such as classification, regression, topic modeling, natural language processing text mining etc. Mining software repositories is an active research area that utilizes data mining techniques to software projects historical data in order to better understand the software development.
Data scientist with extensive experience in machine learning, image, chem and bioinformatics. Fedora is always free for anyone to use, modify, and distribute. But more worrying still is the potential for data mining services such as linkedin to uncover useful information. How to choose which mining software to use if the issue is with your computer or a laptop you should try using reimage plus which can scan the repositories and replace corrupt and missing files. Oct 16, 2011 how to use linkedin for data miners published on october 16, 2011 in data mining by sandro saitta after the article how to use twitter for data miners, let me propose advices on using linkedin. The 15th international conference on mining software repositories is sponsored will be colocated with icse 2018 in. Note that the instructions below are intended for use with systems running ubuntu or redhatcentos. A former software engineer with experience in enterprise java, big data, and fast data. Data stream mining for predicting software build outcomes. You can extract various information from linkedin with the help of linkedin scraper or web scraper tools. Welcome to the international conference on mining software repositories. Osman din platform architect massachusetts institute.
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