Differenze

Queste sono le differenze tra la revisione selezionata e la versione attuale della pagina.

--- dm:start [18/02/2025 alle 15:12 (3 settimane fa)] – [Second Semester (DM2 - Data Mining: Advanced Topics and Applications)] Fosca Giannotti
+++ dm:start [11/03/2025 alle 14:02 (3 giorni fa)] (versione attuale) – [Second Semester (DM2 - Data Mining: Advanced Topics and Applications)] Riccardo Guidotti
@@ Linea 34: / Linea 34: @@
     * Meeting: https://calendly.com/andreafedele/
 ====== News ======
-     * **[27.01.2025]** The first lecture of DM2 will be held the 18.02.2025 in Room A1 exchanging with S4DS that will be held the 17.02.2025 in Room E.
+     * **[04.03.2025]** The sixth lecture of DM2 planned for the 04/03/2025 will be in Room C instead of in Room E.
+     * [27.01.2025] The first lecture of DM2 will be held the 18.02.2025 in Room A1 exchanging with S4DS that will be held the 17.02.2025 in Room E.
      * [07.01.2025] Exams Registration Instructions for DM1 (second term):
         - Use the Google registration form: [[https://forms.gle/NuAvCa3YK2h8MgrX7|here]] before the 23/01/2025.
@@ Linea 164: / Linea 165: @@
 ^ ^ Day ^ Time ^ Room ^ Topic ^ Material ^ Lecturer ^
-|01.| 18.02.2025 | 14-16 |A1| Overview, Imbalanced Learning | {{ :dm:16_dm2_intro_2024_25.pdf | Introduction}}, {{ :dm:17_dm2_imbalanced_learning_2024_25.pdf | Guidelines}} | Guidotti|
+|01.| 18.02.2025 | 14-16 |A1| Overview, Imbalanced Learning | {{ :dm:16_dm2_intro_2024_25.pdf | Introduction}}, {{ :dm:dm2_project_guidelines_24_25.pdf | Guidelines}}, {{ :dm:17_dm2_imbalanced_learning_2024_25.pdf | Imbalanced Learning}} | Guidotti|
+|02.| 19.02.2025 | 09-11 |E| Dimensionality Reduction (Overview, Random, PCA) | {{ :dm:18_dm2_dimred_2024_25.pdf | Dimensionality Reduction}}, {{ :dm:dm2_lab01_imbalance.zip | LabImbLearn}}, {{ :dm:dm2_lab02_dimred.zip | LabDimRed}} | Guidotti|
+|03.| 24.02.2025 | 14-16 |E| Dimensionality Reduction (MDS, tSNE), Outlier Detection (Overview) | {{ :dm:19_dm2_anomaly_detection_2024_25.pdf | Outlier Detection}} | Guidotti|
+|04.| 26.02.2025 | 09-11 |E| Outlier Detection (Methods) | {{ :dm:19_dm2_anomaly_detection_2024_25.pdf | Outlier Detection}}, {{ :dm:dm2_lab03_outlier_det.zip |LabOutDet}}  | Guidotti|
+|05.| 04.03.2025 | 11-13 |D3| Outlier Detection (Methods) | {{ :dm:19_dm2_anomaly_detection_2024_25.pdf | Outlier Detection}}, {{ :dm:dm2_lab03_outlier_det.zip |LabOutDet}}  | Guidotti|
+|06.| 05.03.2025 | 09-11 |C| Outlier Detection (Methods), Gradient Descent | {{ :dm:19_dm2_anomaly_detection_2024_25.pdf | Outlier Detection}}, {{ :dm:dm2_lab03_outlier_det.zip |LabOutDet}}, {{ :dm:20_dm2_gradient_descent_2024_25.pdf | GD}}  | Guidotti|
+|07.| 10.03.2025 | 11-13 |E| Maximum Likelihood Estimation, Odds, Log Odds, Logistic Regression | {{ :dm:21_dm2_maximum_likelihood_estimation_2024_25.pdf | MLE}}, {{ :dm:22_dm2_odds_2024_25.pdf | Odds}},{{ :dm:23_dm2_logistic_regression_2024_25.pdf | LogReg}}, {{ :dm:dm2_lab04_logistic_reg.zip | LabLogReg}} | Guidotti|
+|08.| 12.03.2025 | 09-11 |E| Support Vector Machines | {{ :dm:24_dm2_svm_2024_25.pdf | SVM}}, {{ :dm:dm2_lab05_svm.zip | LabSVM}}  | Guidotti|
 ====== Exams ======