Essays about: "data mining and software Engineering"

Showing result 1 - 5 of 12 essays containing the words data mining and software Engineering.

  1. 1. Classification of role stereotypes for classes in UML class diagrams using machine learning

    University essay from Göteborgs universitet/Institutionen för data- och informationsteknik

    Author : Jobaer Ahmed; Maoyi Huang; [2021-03-03]
    Keywords : role-stereotypes; machine learning algorithm; classification; data analysis; data mining; UML class diagram; software design; software engineering;

    Abstract : Software development process is becoming inherently complex in recent decades. To reduce the complexity in the development process developers, software practitioners are constantly looking for newer approach. One approach can be understanding the software design for instance, the UML models earlier in the software development process. READ MORE

  3. 2. Analysing Lambda Usage in the C++ Open Source Community

    University essay from Mittuniversitetet/Institutionen för data- och systemvetenskap

    Author : Jonathan Bengtsson; Heidi Hokka; [2020]
    Keywords : C ; Lambda Functions; Static Code Analysis; Mining Repositories; Software Engineering Practices; C ; lambdafunktioner; statisk kodanalys; utvinning av information i repositorier; sedvänjor i programvaruutveckling;

    Abstract : Object-oriented languages have made a shift towards incorporating functional concepts such as lambdas. Lambdas are anonymous functions that can be used within the scope of other functions. In C++ lambdas are considered difficult to use for inexperienced developers. This implies that there may be problems with lambdas in C++. READ MORE

  4. 3. Modelling of a sulfate reducing and metal recovery process, for application within treatment of industrial wastewater

    University essay from Lunds universitet/Bioteknik (master)

    Author : Kristina Broberg; [2019]
    Keywords : Biotechnology; Wastewater treatment; Process modelling; Bioprocess technology; Sulfate reducing bacteria; Metal sulfides; Simulation; Matlab; SuperPro Designer; Bioteknik; Technology and Engineering;

    Abstract : Denna masteruppsats syftar till utvecklandet av en industriellt, fullskalig modell över en vattenreningsprocess som syftar till simultan sulfatreduktion och tungmetallåtervinning från processvatten vid gruvdrift. Den mängd sulfat som finns tillgänglig i lakvattnet, omvandlas till vätesulfid med hjälp av sulfatreducerande bakterier (SRB). READ MORE

  5. 4. Predicting Software Defectiveness by Mining Software Repositories

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Stanislav Kasianenko; [2018]
    Keywords : repository mining; software metric; correlation; defect; bug; natural language processing; Pearson coefficient; Breiman’s decision tree; machine learning;

    Abstract : One of the important aims of the continuous software development process is to localize and remove all existing program bugs as fast as possible. Such goal is highly related to software engineering and defectiveness estimation. Many big companies started to store source code in software repositories as the later grew in popularity. READ MORE

  6. 5. Validating the Quality of a Big Data Java Corpus

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Simon Palmqvist; [2018]
    Keywords : mining software repositories; GitHub; GHTorrent; Chidamber Kemerer metrics; software complexity;

    Abstract : Recent research within the field of Software Engineering have used GitHub, the largest hub for open source projects with almost 20 million users and 57 million repositories, to mine large amounts of source code to get more trustworthy results when developing machine and deep learning models. Mining GitHub comes with many challenges since the dataset is large and the data does not only contain quality software projects. READ MORE