| Entrambe le parti precedenti la revisioneRevisione precedente | |
| dm:start [14/04/2026 alle 11:45 (4 ore fa)] – [Second Semester (DM2 - Data Mining: Advanced Topics and Applications)] Riccardo Guidotti | dm:start [14/04/2026 alle 11:45 (4 ore fa)] (versione attuale) – [Second Semester (DM2 - Data Mining: Advanced Topics and Applications)] Riccardo 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| | |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.| 05.03.2026 | 11-13 |C| Outlier Detection | {{ :dm:19_dm2_anomaly_detection_2025_26.pdf | Outlier Detection}}, {{ :dm:dm2_lab03_outlier_det.zip | OutDetLab}} | Guidotti| | |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| |
| || 09.03.2026 | 9-11 |C| Canceled. | | Guidotti| | | | 09.03.2026 | 9-11 |C| Canceled. | | 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| | |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| | |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| | |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| | |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| | | | 25.03.2026 | 11-13 |D3| Canceled. | | Guidotti| |
| |11.| 25.03.2026 | 11-13 |C| Deep Neural Networks | {{ :dm:26_dm2_neural_network_2025_26.pdf | DeepNN}}, {{ :dm:dm2_lab06_neural_networks.zip | LabNN}}, [[https://teams.microsoft.com/l/meetingrecap?driveId=b%21QA1jctLIDE64FfG19mu_Nx4mwwNHakNDnAi4RNBfIaMcyFt3qLxlRYLToXC1_X-T&driveItemId=014DKTY7OQZVRE5GJ4AZA3RCTIU7XW2OTW&sitePath=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_67046%2FShared+Documents%2FGeneral%2FRecordings%2FLecture+25032026+DM2-20260325_110434-Registrazione+della+riunione.mp4%3Fweb%3D1&fileUrl=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_67046%2FShared+Documents%2FGeneral%2FRecordings%2FLecture+25032026+DM2-20260325_110434-Registrazione+della+riunione.mp4%3Fweb%3D1&threadId=19%3AA99QBNb1DnWuizOEPgD10J1NevGAZWpJsBX7NBRgams1%40thread.tacv2&organizerId=3a6de3a8-02d0-4ed1-ac54-9c64624000c2&tenantId=c7456b31-a220-47f5-be52-473828670aa1&callId=1bdbbf3c-7ae9-4fcd-9918-61b3ccf2ac2d&threadType=space&meetingType=Unknown&channelType=Standard&replyChainId=1774432913511&subType=RecapSharingLink_RecapChiclet|Video]] | Guidotti| | |11.| 25.03.2026 | 11-13 |C| Deep Neural Networks | {{ :dm:26_dm2_neural_network_2025_26.pdf | DeepNN}}, {{ :dm:dm2_lab06_neural_networks.zip | LabNN}}, [[https://teams.microsoft.com/l/meetingrecap?driveId=b%21QA1jctLIDE64FfG19mu_Nx4mwwNHakNDnAi4RNBfIaMcyFt3qLxlRYLToXC1_X-T&driveItemId=014DKTY7OQZVRE5GJ4AZA3RCTIU7XW2OTW&sitePath=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_67046%2FShared+Documents%2FGeneral%2FRecordings%2FLecture+25032026+DM2-20260325_110434-Registrazione+della+riunione.mp4%3Fweb%3D1&fileUrl=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_67046%2FShared+Documents%2FGeneral%2FRecordings%2FLecture+25032026+DM2-20260325_110434-Registrazione+della+riunione.mp4%3Fweb%3D1&threadId=19%3AA99QBNb1DnWuizOEPgD10J1NevGAZWpJsBX7NBRgams1%40thread.tacv2&organizerId=3a6de3a8-02d0-4ed1-ac54-9c64624000c2&tenantId=c7456b31-a220-47f5-be52-473828670aa1&callId=1bdbbf3c-7ae9-4fcd-9918-61b3ccf2ac2d&threadType=space&meetingType=Unknown&channelType=Standard&replyChainId=1774432913511&subType=RecapSharingLink_RecapChiclet|Video]] | Guidotti| |
| |12.| 26.03.2026 | 11-13 |C| Ensemble Models: Bagging and Random Forest | {{ :dm:27_dm2_ensemble_2025_26.pdf | EnsembleModels}}, {{ :dm:dm2_lab07_ensemble.zip | LabEnsemble}} | Guidotti| | |12.| 26.03.2026 | 11-13 |C| Ensemble Models: Bagging and Random Forest | {{ :dm:27_dm2_ensemble_2025_26.pdf | EnsembleModels}}, {{ :dm:dm2_lab07_ensemble.zip | LabEnsemble}} | Guidotti| |
