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dm:start [09/03/2026 alle 07:16 (2 settimane fa)] – [Second Semester (DM2 - Data Mining: Advanced Topics and Applications)] Riccardo Guidottidm:start [24/03/2026 alle 14:46 (49 minuti fa)] (versione attuale) – [Second Semester (DM2 - Data Mining: Advanced Topics and Applications)] Riccardo Guidotti
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 ====== News ====== ====== News ======
-     * **[17.12.2025] DM Exam Registration instruction available in Exam section**.+     * **[10.03.2026] The lecture of the09.03.2026 will be recovered Wed 18.03.2026 at 11-13 in Room H. The lecture of the 23.03.2026 will be recovered Wed 25.03.2026 at 11-13 in Room D3** 
 +     * [17.12.2025] DM Exam Registration instruction available in Exam section.
      * [01.12.2025] The lecture of Thursday 04/12/2025 is moved to Friday 05/12/2025 9-11 in room C (project presentation of Prof.ssa Pierotti will start at 11 after DM lecture). The last lecture will be held on Tuesday 09/12/2025 9-11 in room M1 (as Monday 08/12/2025 is holiday), while the lecture of P4DS is moved to 09/12/2025 16-18 in room C1.      * [01.12.2025] The lecture of Thursday 04/12/2025 is moved to Friday 05/12/2025 9-11 in room C (project presentation of Prof.ssa Pierotti will start at 11 after DM lecture). The last lecture will be held on Tuesday 09/12/2025 9-11 in room M1 (as Monday 08/12/2025 is holiday), while the lecture of P4DS is moved to 09/12/2025 16-18 in room C1.
      * [19.11.2025] The lecture of Thursday 20/11/2025 will be held in room N1 due to not usability of room E.       * [19.11.2025] The lecture of Thursday 20/11/2025 will be held in room N1 due to not usability of room E. 
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 ^ ^ Day ^ Time ^ Room ^ Topic ^ Material ^ Lecturer ^ ^ ^ Day ^ Time ^ Room ^ Topic ^ Material ^ Lecturer ^
-|01.| 16.02.2026 | 9-11 |D| Overview, Imbalanced Learning | {{ :dm:16_dm2_intro_2025_26.pdf | Introduction}}, {{ :dm:17_dm2_imbalanced_learning_2025_26.pdf | Imbalanced Learning}}, {{ :dm:dm2_lab01_imbalance.zip | ImbLearLab}} | Guidotti|+|01.| 16.02.2026 | 9-11 |C| Overview, Imbalanced Learning | {{ :dm:16_dm2_intro_2025_26.pdf | Introduction}}, {{ :dm:17_dm2_imbalanced_learning_2025_26.pdf | Imbalanced Learning}}, {{ :dm:dm2_lab01_imbalance.zip | ImbLearLab}} | Guidotti|
 |02.| 19.02.2026 | 11-13 |C| Imbalanced Learning, Dimensionality Reduction | {{ :dm:17_dm2_imbalanced_learning_2025_26.pdf | Imbalanced Learning}}, {{ :dm:dm2_lab01_imbalance.zip | ImbLearLab}}, {{ :dm:18_dm2_dimred_2025_26.pdf | Dimensionality Reduction}} | Guidotti| |02.| 19.02.2026 | 11-13 |C| Imbalanced Learning, Dimensionality Reduction | {{ :dm:17_dm2_imbalanced_learning_2025_26.pdf | Imbalanced Learning}}, {{ :dm:dm2_lab01_imbalance.zip | ImbLearLab}}, {{ :dm:18_dm2_dimred_2025_26.pdf | Dimensionality Reduction}} | Guidotti|
-|03.| 23.02.2026 | 9-11 |D| Imbalanced Learning | {{ :dm:18_dm2_dimred_2025_26.pdf | Dimensionality Reduction}}, {{ :dm:dm2_lab02_dimred.zip | DimRedLab}} | Guidotti|+|03.| 23.02.2026 | 9-11 |C| Imbalanced Learning | {{ :dm:18_dm2_dimred_2025_26.pdf | Dimensionality Reduction}}, {{ :dm:dm2_lab02_dimred.zip | DimRedLab}} | Guidotti|
 |04.| 26.02.2026 | 11-13 |C| Outlier Detection | {{ :dm:19_dm2_anomaly_detection_2025_26.pdf | Outlier Detection}}, {{ :dm:dm2_lab03_outlier_det.zip | OutDetLab}} | Guidotti| |04.| 26.02.2026 | 11-13 |C| Outlier Detection | {{ :dm:19_dm2_anomaly_detection_2025_26.pdf | Outlier Detection}}, {{ :dm:dm2_lab03_outlier_det.zip | OutDetLab}} | Guidotti|
-|05.| 02.02.2026 | 9-11 |D| Outlier Detection | {{ :dm:19_dm2_anomaly_detection_2025_26.pdf | Outlier Detection}}, {{ :dm:dm2_lab03_outlier_det.zip | OutDetLab}} | Guidotti| +|05.| 02.03.2026 | 9-11 |C| Outlier Detection | {{ :dm:19_dm2_anomaly_detection_2025_26.pdf | Outlier Detection}}, {{ :dm:dm2_lab03_outlier_det.zip | OutDetLab}} | Guidotti| 
-|06.| 05.02.2026 | 11-13 |C| Outlier Detection | {{ :dm:19_dm2_anomaly_detection_2025_26.pdf | Outlier Detection}}, {{ :dm:dm2_lab03_outlier_det.zip | OutDetLab}} | Guidotti| +|06.| 05.03.2026 | 11-13 |C| Outlier Detection | {{ :dm:19_dm2_anomaly_detection_2025_26.pdf | Outlier Detection}}, {{ :dm:dm2_lab03_outlier_det.zip | OutDetLab}} | Guidotti| 
-|07.| 09.02.2026 | 9-11 |D| Gradient Descent, Maximum Likelihood Estimation, Odds, Log Odds, Logistic Regression | Guidotti| +|| 09.03.2026 | 9-11 |C| Canceled. |  | Guidotti| 
-|08.| 12.02.2026 | 11-13 |C| SVM | Guidotti| +|07.| 12.03.2026 | 11-13 |C| Gradient Descent, Maximum Likelihood Estimation, Odds, Log Odds, Logistic Regression Intro {{ :dm:20_dm2_gradient_descent_2024_25.pdf | GD}}, {{ :dm:21_dm2_maximum_likelihood_estimation_2024_25.pdf | MLE}}, {{ :dm:22_dm2_odds_2024_25.pdf | Odds}} | Guidotti| 
- +|08.| 16.03.2026 | 9-11 |C| Logistic Regression, (Linear)SVM | {{ :dm:23_dm2_logistic_regression_2024_25.pdf | LogReg}}, {{ :dm:24_dm2_svm_2024_25.pdf | SVM}} {{ :dm:dm2_lab04_logistic_reg.zip | LabLogReg}}, {{ :dm:dm2_lab05_svm.zip | LabSVM}} | Guidotti| 
 +|09.| 18.03.2026 | 11-13 |H(NonLinear)SVM, MulticlassSVM {{ :dm:24_dm2_svm_2024_25.pdf | SVM}}, {{ :dm:dm2_lab05_svm.zip | LabSVM}}, {{ :dm:lecture_dm2_18032026-20260318_110905-registrazione_della_riunione.mp4.zip | Video}} | Guidotti| 
 +|10.| 19.03.2026 | 11-13 |C| Perceptron, Deep Neural Networks | {{ :dm:25_dm2_perceptron_2025_26.pdf | Perceptron}}, {{ :dm:26_dm2_neural_network_2025_26.pdf | DeepNN}}, {{ :dm:dm2_lab06_neural_networks.zip | LabNN}} | Guidotti| 
 +|| 25.03.2026 | 11-13 |D3| Canceled. |  | Guidotti| 
 +|11.| 19.03.2026 | 11-13 |C| Deep Neural Networks | {{ :dm:26_dm2_neural_network_2025_26.pdf | DeepNN}}, {{ :dm:dm2_lab06_neural_networks.zip | LabNN}} | Guidotti|
 ====== Exams ====== ====== Exams ======
  
dm/start.1773040570.txt.gz · Ultima modifica: 09/03/2026 alle 07:16 (2 settimane fa) da Riccardo Guidotti

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