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Tuesday, January 16

  1. page seminars edited ... 2018-01-17 Florian POPL/PADL talk Rewriting High-level Spreadsheet Structures into Higher-…
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    2018-01-17
    Florian
    POPL/PADL talkRewriting High-level Spreadsheet Structures into Higher-order Functional Programs
    2018-01-10
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    (view changes)
    6:05 am

Monday, January 15

  1. page seminars edited ... Finding errors in Floating-point Programs using Mathematical Execution 2018-01-17 - - Flo…
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    Finding errors in Floating-point Programs using Mathematical Execution
    2018-01-17
    -
    -
    Florian
    POPL/PADL talk

    2018-01-10
    -
    (view changes)
    1:00 am

Sunday, January 14

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 width="399" height="165"]] {logo.png}
    Welcome to the SQUARE (Software Quality Research) group at the IT University of Copenhagen.
    We are dedicated to research on how to improve the quality of software.
    (view changes)
    11:45 am
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 width="399" height="165"]]
    Welcome to the SQUARE (Software Quality Research) group at the IT University of Copenhagen.
    We are dedicated to research on how to improve the quality of software.
    (view changes)
    11:43 am

Wednesday, January 10

  1. page home edited ... We develop tools for programmers (humans) aimed indirectly at improving the quality of Softwar…
    ...
    We develop tools for programmers (humans) aimed indirectly at improving the quality of Software.
    // members
    Adam Alami (Ph.D. Student)
    Ahmad Salim Al-Sibahi (Post Doc)
    Alexander Asp Bock (Ph.D. Student)
    (view changes)
    7:16 am

Thursday, January 4

  1. page seminars edited ... 2018-02-14 2018-02-07 Adam Implementing Quality Practices, Processes and Techniques in an …
    ...
    2018-02-14
    2018-02-07
    Adam
    Implementing Quality Practices, Processes and Techniques in an Open Source Software Community

    2018-01-31
    -
    (view changes)
    11:35 pm
  2. page seminars edited ... TITLE NOTES 2018-02-28 2018-02-21 2018-02-14 2018-02-07 2018-01-31 - - 2018-01-24 …
    ...
    TITLE
    NOTES
    2018-02-28
    2018-02-21
    2018-02-14
    2018-02-07
    2018-01-31
    -
    -

    2018-01-24
    Zhoulai
    (view changes)
    11:33 pm

Wednesday, January 3

  1. page seminars edited ... TITLE NOTES 2018-01-17 2018-01-24 Zhoulai Finding errors in Floating-point Programs usi…
    ...
    TITLE
    NOTES
    2018-01-172018-01-24
    Zhoulai
    Finding errors in Floating-point Programs using Mathematical Execution
    2018-01-17
    -
    -

    2018-01-10
    -
    (view changes)
    4:26 am

Monday, January 1

  1. page seminars edited ... SQUARE: Software Quality Research Here is the seminar schedule: Systematic Reuse and Ad Hoc…
    ...
    SQUARE: Software Quality Research
    Here is the seminar schedule:
    Systematic Reuse and Ad Hoc Forking to Develop Software Variants
    DATE
    SPEAKER
    ...
    Finding errors in Floating-point Programs using Mathematical Execution
    2018-01-10
    -
    -
    Dry Run by Ahmad the day before
    2018-01-09

    Ahmad Salim
    Dry Run
    Could it be earlier?
    2018-01-03
    -
    (view changes)
    11:51 pm

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