Les deux révisions précédentes
Révision précédente
Prochaine révision
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Révision précédente
Prochaine révision
Les deux révisions suivantes
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enseignement:dbdm:start [2017/04/27 07:08] mplantev |
enseignement:dbdm:start [2018/04/11 06:41] mplantev [DBDM: Databases and Data Mining] |
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* **2017-02-16** {{:enseignement:dbdm:dbdm-01.pdf|Course 1}}: Introduction, relational model, SQL | * **2018-01-31** {{:enseignement:dbdm:dbdm-01.pdf|Course 1}}: Introduction, relational model, SQL |
* **2017-02-27** [[enseignement:dbdm:tp1|SQLite practice]], | * **2018-02-01** [[enseignement:dbdm:tp1|SQLite practice]], {{ :enseignement:dbdm:solution-tp1.sql |solution}} |
* **2017-03-02** {{:enseignement:dbdm:dbdm-02.pdf|Course slides}}: Functional dependencies: an introduction to normalization | * **2018-02-07** {{:enseignement:dbdm:dbdm-02.pdf|Course slides}}: Functional dependencies: an introduction to normalization |
* **2017 -03-06** [[http://liris.cnrs.fr/romuald.thion/files/Enseignement/DBDM/TPCSV_2017.pdf |Real-life dataset case study]]: from a CSV file to a normalized schema, [[http://liris.cnrs.fr/romuald.thion/files/Enseignement/DBDM/|resources folder]] | * **2018 -02-07**+**2018-02-14** [[http://liris.cnrs.fr/romuald.thion/files/Enseignement/DBDM/TPCSV_2017.pdf |Real-life dataset case study]]: from a CSV file to a normalized schema, [[http://liris.cnrs.fr/romuald.thion/files/Enseignement/DBDM/|resources folder]] |
| * [[https://perso.liris.cnrs.fr/emmanuel.coquery/dbdm/DBDM-2018-project.html|DB Project]] |
| * **2018-03-14** [[https://perso.liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/18/M1_ENS_2018_PatternMining.pdf|Constraint based pattern mining (Course)]] and [[https://perso.liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/18/Patterns_ENS_TD1.pdf|Exercises]] |
| * **2018-03-21**[[https://perso.liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/18/PatternSamplingTP1.pdf|Practice: Sampling (frequent) patterns]] [[http://www.philippe-fournier-viger.com/spmf/index.php?link=datasets.php| (other datasets)]] |
| * **2018-03-22** Clustering: [[https://perso.liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/18/clustering_overview.pdf|Overview]], and [[https://perso.liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/18/clustering.pdf|algorithms]] |
| * **2018-03-28** [[https://perso.liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/18/TP_Event.pdf|Detection and characterization of POI and Events in social media]] -- [[https://www.knime.com/downloads/download-knime|Link to Knime]] (TP can be done in Python but with much effort, Knime offers the possibility to focus on the concepts. ) |
| * **2018-03-29** [[https://perso.liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/18/TD_Clustering.pdf|Exercices -- K-Means, Hierarchical Clustering ]] and back to patterns. |
| * **2018-04-04** End of TP on event/POI detection and characterization |
| * **2018-04-05** [[https://perso.liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/18/Preference_Based_PM.pdf|Interactive pattern mining]] and [[https://perso.liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/18/M1_ENS_2018_other_Patterns.pdf|other pattern languages]]. |
| * **2018-04-11** TP: [[https://perso.liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/18/preference_learning.pdf|Learning user preferences in interactive pattern mining]] |
| * **2018-04-12** Supervised pattern mining and exploration methods. |
| ===== 2016-2017 ===== |
* **2017-03-09** {{ :enseignement:dbdm:dbdm-03.pdf |Slides on TRC & Relational Algebra}} | * **2017-03-09** {{ :enseignement:dbdm:dbdm-03.pdf |Slides on TRC & Relational Algebra}} |
* **2017-03-13** {{ :enseignement:dbdm:td-ens_2016p-correction.pdf |Exercice sheet (+answers in french)}} | * **2017-03-13** {{ :enseignement:dbdm:td-ens_2016p-correction.pdf |Exercice sheet (+answers in french)}} |
* **2017-04-25** [[http://liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/TD_Clustering.pdf|Clustering -- Exercice sheet]] | * **2017-04-25** [[http://liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/TD_Clustering.pdf|Clustering -- Exercice sheet]] |
* **2017-04-27** [[http://liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/slidesPreferenceBasePM-tutorial.pdf|Toward Interactive Pattern Mining]] | * **2017-04-27** [[http://liris.cnrs.fr/marc.plantevit/ENS/M1_ENS/slidesPreferenceBasePM-tutorial.pdf|Toward Interactive Pattern Mining]] |
| * **2017-05-04** [[http://liris.cnrs.fr/mehdi.kaytoue/files/dbdm-may04.pdf|Discriminant pattern mining and MCTS]] |
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Additional resources: | Additional resources: |
* Online book: [[http://webdam.inria.fr/Alice/|Foundations of Databases]] | * Online book: [[http://webdam.inria.fr/Alice/|Foundations of Databases]] |
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