| Entrambe le parti precedenti la revisioneRevisione precedenteProssima revisione | Revisione precedente |
| dm:start [16/03/2026 alle 08:55 (9 giorni fa)] – [Second Semester (DM2 - Data Mining: Advanced Topics and Applications)] Riccardo Guidotti | dm:start [24/03/2026 alle 14:46 (14 ore fa)] (versione attuale) – [Second Semester (DM2 - Data Mining: Advanced Topics and Applications)] Riccardo Guidotti |
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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| Canceled. | | Guidotti| | || 09.03.2026 | 9-11 |C| Canceled. | | Guidotti| |
| |08.| 12.02.2026 | 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| | |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| |
| |09.| 16.02.2026 | 9-11 |D| Logistic Regression, 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| | |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| |
| |10.| 18.02.2026 | 11-13 |C| SVM, ?? | | 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 ====== |
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