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dm:mains.santanna.dm4crm.2018

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dm:mains.santanna.dm4crm.2018 [20/05/2018 alle 21:58 (4 anni fa)]
Fosca Giannotti [Calendar]
dm:mains.santanna.dm4crm.2018 [09/04/2019 alle 20:47 (3 anni fa)] (versione attuale)
Fosca Giannotti [Previous editions]
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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}} | 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 |
 ===== Datasets ===== ===== Datasets =====
  
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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]]
dm/mains.santanna.dm4crm.2018.1526853524.txt.gz · Ultima modifica: 20/05/2018 alle 21:58 (4 anni fa) da Fosca Giannotti