Entrambe le parti precedenti la revisioneRevisione precedenteProssima revisione | Revisione precedente |
dm:mains.santanna.dm4crm.2018 [20/05/2018 alle 22:01 (7 anni fa)] – [Calendar] Fosca Giannotti | dm:mains.santanna.dm4crm.2018 [09/04/2019 alle 20:47 (6 anni fa)] (versione attuale) – [Previous editions] Fosca Giannotti |
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|05. | 17.05.2018 - 09:00-13:00 | Classification & prediction | {{:dm:dm.giannotti.pedreschi.classification.2015.pdf| slides classification}} [[http://www.r2d3.us/visual-intro-to-machine-learning-part-1/|Visual Introduction to Classification with Decision Trees]] |Pedreschi | | |05. | 17.05.2018 - 09:00-13:00 | Classification & prediction | {{:dm:dm.giannotti.pedreschi.classification.2015.pdf| slides classification}} [[http://www.r2d3.us/visual-intro-to-machine-learning-part-1/|Visual Introduction to Classification with Decision Trees]] |Pedreschi | |
|06. | 17.05.2018 - 14:00-18:00 | Classification & prediction: esercizi con Knime | {{ :dm:05_titanic_classification.zip | 05_titanic_classification}} | Pedreschi, Guidotti | | |06. | 17.05.2018 - 14:00-18:00 | Classification & prediction: esercizi con Knime | {{ :dm:05_titanic_classification.zip | 05_titanic_classification}} | Pedreschi, Guidotti | |
|07. | 18.05.2018 - 09:00-13:00 | Pattern and association rule mining & market basket analysis | {{:dm:3.dm-ml_patternmining.pdf|PatternMining-AR}} | Giannotti | | |07. | 18.05.2018 - 09:00-13:00 | Pattern and association rule mining & market basket analysis | {{ :dm:5.dm-ml_patternmining-2018.pdf |}} | Giannotti | |
|08. | 18.05.2018 - 14:00-18:00 | Pattern and association rule mining: esercizi con Knime |{{ :dm:03_titanic_pattern.zip | 03_titanic_pattern}} {{ :dm:04_coop_pattern.zip | 04_coop_pattern}} | Giannotti, Guidotti | | |08. | 18.05.2018 - 14:00-18:00 | Pattern and association rule mining: esercizi con Knime |{{ :dm:03_titanic_pattern.zip | 03_titanic_pattern}} {{ :dm:04_coop_pattern.zip | 04_coop_pattern}} | Giannotti, Guidotti | |
|09. | 21.05.2018 - 09:00-13:00 | More on Classification | {{:dm:dm.giannotti.pedreschi.classification.2015.pdf| slides classification}} [[http://www.r2d3.us/visual-intro-to-machine-learning-part-1/|Visual Introduction to Classification with Decision Trees]] | Giannotti, Pedreschi, Guidotti | | |09. | 21.05.2018 - 09:00-13:00 | More on Classification | {{ :dm:dm_ml.classification_evaluation.2017.pdf | Evaluation of classifiers }} {{ :dm:lezioneadvancedclassificationmethods1-knn_nb.pdf | KNN & Naive Bayes}} {{ :dm:lezioneadvancedclassificationmethods2-ann_svm.pdf | Neural Networks & SVM}} {{ :dm:ensemblemethod_wisdomofthecrowd.pdf | Ensemble methods & Wisdom of the crowd}} [[http://www.r2d3.us/visual-intro-to-machine-learning-part-1/|Visual Introduction to Classification with Decision Trees]] | Giannotti, Pedreschi, Guidotti | |
|10. | 21.05.2018 - 14:00-18:00 | Prediction models for promotion performance and churn analysis | {{:dm:5.dml-ml-crm-redemption-churn-promozioni-profili-innovatori.pptx.pdf| slides}} {{:dm:crm_dm-survey.pdf|Survey of DM applications in CRM}} {{:dm:change-customer-behavior.pdf|Mining changes in customer behavior in retail marketing}} | Giannotti, Guidotti | | |10. | 21.05.2018 - 14:00-18:00 | Prediction models for promotion performance and churn analysis | {{ :dm:5.dml-ml-exemplarproject-churn-fraude-.pdf |}}{{ :dm:5.dm_ml_exemplarprojects-shoppingbehaviour_innovators.pdf |}}| Giannotti, Guidotti | |
|11. | 22.05.2018 - 09:00-13:00 | Social network analysis: fundamentals | {{:dm:pedreschi_sna_crash_course_mains.pptx.pdf| slides}} {{ :dm:5.dml-ml-socialnetworkanalysis-.pdf |}}| Pedreschi | | |11. | 22.05.2018 - 09:00-13:00 | Social network analysis: fundamentals | {{:dm:pedreschi_sna_crash_course_mains.pptx.pdf| slides}} {{ :dm:5.dml-ml-socialnetworkanalysis-.pdf |}}| Pedreschi | |
|12. | 22.05.2018 - 14:00-18:00 | Mobility Data Mining & Privacy |{{ :dm:mains_dm-ml-understandinghumanmobility-maggio2018.pdf }} {{ :dm:5.dml-ml-privacy_etica-.pdf |}}| Giannotti | | |12. | 22.05.2018 - 14:00-18:00 | Mobility Data Mining & Privacy |{{ :dm:mains_dm-ml-understandinghumanmobility-maggio2018.pdf }} {{ :dm:5.dml-ml-privacy_etica-.pdf |}}| Giannotti | |
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====== Previous editions ====== | ====== Previous editions ====== |
| * [[MAINS.SANTANNA.DM4CRM.2018]] |
* [[MAINS.SANTANNA.DM4CRM.2017]] | * [[MAINS.SANTANNA.DM4CRM.2017]] |
* [[MAINS.SANTANNA.DM4CRM.2016]] | * [[MAINS.SANTANNA.DM4CRM.2016]] |