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didattica:magistrale:atse:ay_1819:main [2019/06/10 07:40] michele [General Information] |
didattica:magistrale:atse:ay_1819:main [2020/09/17 16:55] (current) |
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**Referenfes**: | **Referenfes**: | ||
- | * [[http://www.dcs.ed.ac.uk/pepa/tools/|PEPA]] | ||
* [[https://www.ic.unicamp.br/~wainer/cursos/1s2013/ml/livro.pdf|All of Statistics]] | * [[https://www.ic.unicamp.br/~wainer/cursos/1s2013/ml/livro.pdf|All of Statistics]] | ||
* [[https://drive.google.com/open?id=1f3gyaHLBv_xr1_5if7wX7ANt4L150-op|On hypothesis testing for statistical model checking]] | * [[https://drive.google.com/open?id=1f3gyaHLBv_xr1_5if7wX7ANt4L150-op|On hypothesis testing for statistical model checking]] | ||
+ | |||
+ | **Tools**: | ||
+ | * [[http://www.dcs.ed.ac.uk/pepa/tools/|PEPA]] | ||
* [[https://repast.github.io|The Repast Suite]] | * [[https://repast.github.io|The Repast Suite]] | ||
* [[http://homepages.inf.ed.ac.uk/jeh/Bio-PEPA/biopepa.html|Bio-PEPA]] | * [[http://homepages.inf.ed.ac.uk/jeh/Bio-PEPA/biopepa.html|Bio-PEPA]] | ||
+ | * [[https://github.com/quasylab/sibilla|Sibilla]] | ||
+ | |||
</WRAP> | </WRAP> | ||
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* {{ :didattica:magistrale:atse:ay_1819:08slides.pdf |Slides 08: Statistics. }} | * {{ :didattica:magistrale:atse:ay_1819:08slides.pdf |Slides 08: Statistics. }} | ||
* {{ :didattica:magistrale:atse:ay_1819:09slides.pdf |Slides 09: Statistical Inference. }} | * {{ :didattica:magistrale:atse:ay_1819:09slides.pdf |Slides 09: Statistical Inference. }} | ||
- | * {{ :didattica:magistrale:atse:ay_1819:10slides.pdf |Sludes 19: Statistical Transient Analysis. }} | + | * {{ :didattica:magistrale:atse:ay_1819:10slides.pdf |Slides 10: Statistical Transient Analysis. }} |
+ | * {{ :didattica:magistrale:atse:ay_1819:11slides.pdf |Slides 11: Sibilla, a framework for agent simulation and analysis. }} | ||
**Lectures** | **Lectures** | ||
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* Lecture 28/5/2019 ([[https://unicam.webex.com/recordingservice/sites/unicam/recording/playback/c6059aa32fc24394a31252cc364ccb98|Streaming]]) | * Lecture 28/5/2019 ([[https://unicam.webex.com/recordingservice/sites/unicam/recording/playback/c6059aa32fc24394a31252cc364ccb98|Streaming]]) | ||
* Lecture 30/5/2019 ([[https://unicam.webex.com/recordingservice/sites/unicam/recording/playback/fa4a7e28be514b9384b9929d16491a3a|Streaming]]) | * Lecture 30/5/2019 ([[https://unicam.webex.com/recordingservice/sites/unicam/recording/playback/fa4a7e28be514b9384b9929d16491a3a|Streaming]]) | ||
- | * Lecture 04/6/2019 | + | * Lecture 04/6/2019 ([[https://unicam.webex.com/recordingservice/sites/unicam/recording/playback/1ddeeed5d4514c789acfea318015259f|Streaming]]) |
</WRAP> | </WRAP> | ||
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<WRAP box round center 95%> | <WRAP box round center 95%> | ||
**Exam Dates** | **Exam Dates** | ||
- | * Will be published soon... | + | * The date is defined with the teacher. |
+ | |||
+ | **Exam rules**: Each student selects **one** of the following topics and produces a short report (between 5 and 10 pages) that will be discussed at the exam: | ||
+ | * Use either [[https://github.com/quasylab/sibilla|Sibilla]] or one of the tools listed above to model a scenario. Examples of possible scenarios are: | ||
+ | * [[https://en.wikipedia.org/wiki/Compartmental_models_in_epidemiology|Epidemic Model]] | ||
+ | * [[http://www.prismmodelchecker.org/casestudies/virus.phpVirus|Diffusion Model]] | ||
+ | * [[https://en.wikipedia.org/wiki/Lotka–Volterra_equations|Predator-Prey Model]] | ||
+ | * [[http://www.prismmodelchecker.org/casestudies/asynchronous_leader.php|Asynchronous Leader Election]] | ||
+ | * [[http://www.prismmodelchecker.org/casestudies/crowds.php|Crowds protocol]] | ||
+ | * [[http://www.prismmodelchecker.org/casestudies/stable_matching.php|Stable matching]] | ||
+ | * ... | ||
+ | * Study one of the following topics: | ||
+ | * {{ :didattica:magistrale:atse:ay_1718:10.1007_s10009-014-0350-1.pdf |Statistical Model Checking}} (study the methods that was not considered in the lectures) | ||
+ | * [[https://arxiv.org/abs/1506.08234|Robust Online Monitoring of Signal Temporal Logic]] | ||
+ | * [[https://www.sciencedirect.com/science/article/pii/S0304397515002224?via%3Dihub| System design of stochastic models using robustness of temporal properties]] | ||
+ | * [[https://www.sciencedirect.com/science/article/pii/S0890540116000055?via%3Dihub| Smoothed model checking ]] (A technique for parameter optimisation) | ||
+ | * [[https://www.sciencedirect.com/science/article/pii/S0166531613000023?via%3Dihub| Continuous approximation of stochastic models]] | ||
+ | * A student can suggest a topic of her/his interest. | ||
+ | |||
</WRAP> | </WRAP> |