Difference between revisions of "Projects"
From Research management course
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# Solution of the problem should have a practical application, anticipated by a number of experts ('''importance'''). | # Solution of the problem should have a practical application, anticipated by a number of experts ('''importance'''). | ||
# Ideally, the solution should influence the problem statements and research in the research area ('''significance''' and citations). | # Ideally, the solution should influence the problem statements and research in the research area ('''significance''' and citations). | ||
| − | # The topic of the problem should correspond to | + | # The topic of the problem should correspond to some '''narrow''' field of Machine Learning and Data Analisys. |
| − | # Completion of the tasks, associated with solving the problem, performing computational experiments and the paper should take | + | # Completion of the tasks, associated with solving the problem, performing computational experiments and the paper should take the '''planned''' amount of hours. |
Revision as of 17:04, 10 August 2020
The projects to selects from are listed below. The expects, who would like to include the projects the the list are welcome.
The project description template
- Title: a title of the paper to be submitted in a scientific journal.
- Problem: a short informal problem statement. An optimization (\(\text{arg}\min\) style) problem statement is welcome. Put a link to a classic problem statement, if any.
- Data: a brief description of your data set, a link to the data.
- References:List of the papers and supplementary materials, which includes a comprehensive problem statement, links to new results, comprehensive reviews in the field.
- Basic solution: a nearest simple algorithm, which solves he problem to start from.
- Metod: a proposed solution of the problem with details about quality criteria and error analysis.
- Novelty: the main message convey to the reader and to defend.
- Authors: the expert and the consultant. Link to the project, is it has been started.
Requirements to the problems
The suggested research problems should meet the following requirements:
- A problem should have a novel solution, suggested by the expert or the course advisor (novelty).
- Solution of the problem should have a practical application, anticipated by a number of experts (importance).
- Ideally, the solution should influence the problem statements and research in the research area (significance and citations).
- The topic of the problem should correspond to some narrow field of Machine Learning and Data Analisys.
- Completion of the tasks, associated with solving the problem, performing computational experiments and the paper should take the planned amount of hours.