| Entrambe le parti precedenti la revisioneRevisione precedente | |
| dm:dm_ds2024-25 [15/10/2025 alle 06:46 (34 ore fa)] – [First Semester (DM1 - Data Mining: Foundations)] Riccardo Guidotti | dm:dm_ds2024-25 [15/10/2025 alle 06:51 (34 ore fa)] (versione attuale) – [First Semester (DM1 - Data Mining: Foundations)] Riccardo Guidotti |
|---|
| |08.| 22.10.2024 | 14-16 |C1| Centroid-based Clustering | {{:dm:05_dm1_kmeans_2024_25.pdf | K-Means }}, [[https://teams.microsoft.com/l/meetingrecap?driveId=b%21ha5CZVfp2kuDfaVwQ4bUQrckOqp3rf5Foj4lv6ZP-tE4hiVk9NW3SJrIWlgMbYzJ&driveItemId=01ALTKV6TCKSRKOSJCN5F2NH7J4QXRSR4K&sitePath=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FData%2520Mining%25201%2520lecture-20241022_142315-Meeting%2520Recording.mp4%3Fweb%3D1&fileUrl=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FData%2520Mining%25201%2520lecture-20241022_142315-Meeting%2520Recording.mp4%3Fweb%3D1&threadId=19%3AMMVIsw09XAOGOcd8-D8dKmNUO2hKXsFKpgkOoiFnwJM1%40thread.tacv2&organizerId=8dbd9b4a-baf8-420e-b370-0621539e1dfc&tenantId=c7456b31-a220-47f5-be52-473828670aa1&callId=d11d138c-9957-4127-8f05-fbdfdd0816c0&threadType=space&meetingType=Unknown&channelType=Standard&replyChainId=1729599748801&subType=RecapSharingLink_RecapChiclet|Link]] | Pedreschi| | |08.| 22.10.2024 | 14-16 |C1| Centroid-based Clustering | {{:dm:05_dm1_kmeans_2024_25.pdf | K-Means }}, [[https://teams.microsoft.com/l/meetingrecap?driveId=b%21ha5CZVfp2kuDfaVwQ4bUQrckOqp3rf5Foj4lv6ZP-tE4hiVk9NW3SJrIWlgMbYzJ&driveItemId=01ALTKV6TCKSRKOSJCN5F2NH7J4QXRSR4K&sitePath=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FData%2520Mining%25201%2520lecture-20241022_142315-Meeting%2520Recording.mp4%3Fweb%3D1&fileUrl=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FData%2520Mining%25201%2520lecture-20241022_142315-Meeting%2520Recording.mp4%3Fweb%3D1&threadId=19%3AMMVIsw09XAOGOcd8-D8dKmNUO2hKXsFKpgkOoiFnwJM1%40thread.tacv2&organizerId=8dbd9b4a-baf8-420e-b370-0621539e1dfc&tenantId=c7456b31-a220-47f5-be52-473828670aa1&callId=d11d138c-9957-4127-8f05-fbdfdd0816c0&threadType=space&meetingType=Unknown&channelType=Standard&replyChainId=1729599748801&subType=RecapSharingLink_RecapChiclet|Link]] | Pedreschi| |
| |09.| 28.10.2023 | 11-13 |C1| Hierarchical Clustering & Density-based Clustering | {{ :dm:06_dm1_hierarchical_clustering_2024_25.pdf | Hierarchical Clustering}}, {{ :dm:07_dm1_density_based_2024_25.pdf | Density-based Clustering}} | Pedreschi| | |09.| 28.10.2023 | 11-13 |C1| Hierarchical Clustering & Density-based Clustering | {{ :dm:06_dm1_hierarchical_clustering_2024_25.pdf | Hierarchical Clustering}}, {{ :dm:07_dm1_density_based_2024_25.pdf | Density-based Clustering}} | Pedreschi| |
| |10.| 29.10.2024 | 14-16 |C1| Lab. Clustering | {{ :dm:dm1_lab03_clustering.zip | Clustering}}| Pedreschi| | |10.| 29.10.2024 | 14-16 |C1| Lab. Clustering | {{ :dm:dm1_lab03_clustering.zip | Clustering}}, [[https://teams.microsoft.com/l/meetingrecap?driveId=b%21ha5CZVfp2kuDfaVwQ4bUQrckOqp3rf5Foj4lv6ZP-tE4hiVk9NW3SJrIWlgMbYzJ&driveItemId=01ALTKV6WKCLE2ALHOLJDYI75ZROQWFUQ6&sitePath=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FMeeting%2520in%2520_General_-20241029_141503-Meeting%2520Recording.mp4%3Fweb%3D1&fileUrl=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FMeeting%2520in%2520_General_-20241029_141503-Meeting%2520Recording.mp4%3Fweb%3D1&threadId=19%3AMMVIsw09XAOGOcd8-D8dKmNUO2hKXsFKpgkOoiFnwJM1%40thread.tacv2&organizerId=7e4bfcbb-4688-4828-b80c-f4c493ea324a&tenantId=c7456b31-a220-47f5-be52-473828670aa1&callId=6db8e982-df4f-48aa-aab9-4eb4a79711f8&threadType=space&meetingType=Unknown&channelType=Standard&replyChainId=1730207484822&subType=RecapSharingLink_RecapChiclet|Link]]| Pedreschi| |
| |11.| 04.11.2024 | 11-13 |C1| Ex. Clustering | {{ :dm:ex1_dm1_clustering_2023_24.pdf | ExClustering}}| Guidotti| | |11.| 04.11.2024 | 11-13 |C1| Ex. Clustering | {{ :dm:ex1_dm1_clustering_2023_24.pdf | ExClustering}}| Guidotti| |
| |12.| 05.11.2024 | 14-16 |C1| Intro Classification & kNN | {{ :dm:08_dm1_classification_intro_2024_25.pdf | Intro Classification}}, {{ :dm:09_dm1_knn_2024_25.pdf | kNN}} | Guidotti| | |12.| 05.11.2024 | 14-16 |C1| Intro Classification & kNN | {{ :dm:08_dm1_classification_intro_2024_25.pdf | Intro Classification}}, {{ :dm:09_dm1_knn_2024_25.pdf | kNN}} | Guidotti| |
| |13.| 11.11.2024 | 11-13 |C1| Naive Bayes, Exercises | {{ :dm:10_dm1_naive_bayes_2024_25.pdf | Naive Bayes}} | Guidotti| | |13.| 11.11.2024 | 11-13 |C1| Naive Bayes, Exercises | {{ :dm:10_dm1_naive_bayes_2024_25.pdf | Naive Bayes}} | Guidotti| |
| |14.| 12.11.2024 | 14-16 |C1| Model Evaluation, Lab. Classification (kNN,NB) | {{ :dm:11_dm1_classification_eval_2024_25.pdf | Model Evaluation}}, {{ :dm:dm1_lab04_classification.zip | Classification}} | Guidotti| | |14.| 12.11.2024 | 14-16 |C1| Model Evaluation, Lab. Classification (kNN,NB) | {{ :dm:11_dm1_classification_eval_2024_25.pdf | Model Evaluation}}, {{ :dm:dm1_lab04_classification.zip | Classification}} | Guidotti| |
| |15.| 14.11.2024 | 9-11 |C1| Decision Tree Classifier | {{ :dm:12_dm1_decision_trees_2024_25.pdf | Decision Tree}} | Guidotti| | |15.| 14.11.2024 | 9-11 |C1| Decision Tree Classifier | {{ :dm:12_dm1_decision_trees_2024_25.pdf | Decision Tree}}, [[https://teams.microsoft.com/l/meetingrecap?driveId=b%21ha5CZVfp2kuDfaVwQ4bUQrckOqp3rf5Foj4lv6ZP-tE4hiVk9NW3SJrIWlgMbYzJ&driveItemId=01ALTKV6RB2FB6T6YMRJGZRIIHHATAV2DA&sitePath=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FData%2520Mining-20241114_100836-Registrazione%2520della%2520riunione%25201.mp4%3Fweb%3D1&fileUrl=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FData%2520Mining-20241114_100836-Registrazione%2520della%2520riunione%25201.mp4%3Fweb%3D1&iCalUid=040000008200e00074c5b7101a82e0080000000011cbbc687336db01000000000000000010000000fd37e539b9e0024688a8dbfc7da1ddc5&threadId=19%3AMMVIsw09XAOGOcd8-D8dKmNUO2hKXsFKpgkOoiFnwJM1%40thread.tacv2&organizerId=3a6de3a8-02d0-4ed1-ac54-9c64624000c2&tenantId=c7456b31-a220-47f5-be52-473828670aa1&callId=c24efcdd-9ca1-4e4f-811c-b404be52a2a6&threadType=space&meetingType=Scheduled&channelType=Standard&replyChainId=1731574723840&subType=RecapSharingLink_RecapChiclet|Link]] | Guidotti| |
| |16.| 18.11.2024 | 11-13 |C1| Decision Tree Classifier | {{ :dm:12_dm1_decision_trees_2024_25.pdf | Decision Tree}} | Guidotti| | |16.| 18.11.2024 | 11-13 |C1| Decision Tree Classifier | {{ :dm:12_dm1_decision_trees_2024_25.pdf | Decision Tree}} | Guidotti| |
| |17.| 19.11.2024 | 14-16 |C1| Decision Tree Classifier | {{ :dm:12_dm1_decision_trees_2024_25.pdf | Decision Tree}} | Guidotti| | |17.| 19.11.2024 | 14-16 |C1| Decision Tree Classifier | {{ :dm:12_dm1_decision_trees_2024_25.pdf | Decision Tree}} | Guidotti| |
| |18.| 21.11.2024 | 9-11 |C1| Decision Tree Classifier Exercises and Lab | {{ :dm:12_dm1_decision_trees_2024_25.pdf | Decision Tree}}, {{ :dm:dm1_lab04_classification.zip | Classification}} | Guidotti| | |18.| 21.11.2024 | 9-11 |C1| Decision Tree Classifier Exercises and Lab | {{ :dm:12_dm1_decision_trees_2024_25.pdf | Decision Tree}}, {{ :dm:dm1_lab04_classification.zip | Classification}} | Guidotti| |
| |19.| 25.11.2024 | 11-13 |C1| Regression & Lab. Regression | {{ :dm:13_dm1_linear_regression_2024_25.pdf | Regression}}, {{ :dm:dm1_lab05_regression.zip | Regression}}, {{ :dm:dm1_2425_imdb_rating.zip | IMDb Rating}} | Guidotti| | |19.| 25.11.2024 | 11-13 |C1| Regression & Lab. Regression | {{ :dm:13_dm1_linear_regression_2024_25.pdf | Regression}}, {{ :dm:dm1_lab05_regression.zip | Regression}}, {{ :dm:dm1_2425_imdb_rating.zip | IMDb Rating}} | Guidotti| |
| |20.| 26.11.2024 | 14-16 |C1| Into Pattern Mining and Apriori | {{ :dm:14_dm1_pattern_mining_2024_25.pdf | Pattern Mining}} | Pedreschi| | |20.| 26.11.2024 | 14-16 |C1| Into Pattern Mining and Apriori | {{ :dm:14_dm1_pattern_mining_2024_25.pdf | Pattern Mining}}, [[https://teams.microsoft.com/l/meetingrecap?driveId=b%21ha5CZVfp2kuDfaVwQ4bUQrckOqp3rf5Foj4lv6ZP-tE4hiVk9NW3SJrIWlgMbYzJ&driveItemId=01ALTKV6Q2FIA5LFWUVFCZGTCKIOQLW5A7&sitePath=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FDM1%2520-%2520Pattern%2520mining-20241126_141610-Meeting%2520Recording.mp4%3Fweb%3D1&fileUrl=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FDM1%2520-%2520Pattern%2520mining-20241126_141610-Meeting%2520Recording.mp4%3Fweb%3D1&threadId=19%3AMMVIsw09XAOGOcd8-D8dKmNUO2hKXsFKpgkOoiFnwJM1%40thread.tacv2&organizerId=8dbd9b4a-baf8-420e-b370-0621539e1dfc&tenantId=c7456b31-a220-47f5-be52-473828670aa1&callId=a9831e83-5d39-43dd-8e12-92baa3a0a96a&threadType=space&meetingType=Unknown&channelType=Standard&replyChainId=1732626948733&subType=RecapSharingLink_RecapChiclet|Link]] | Pedreschi| |
| |21.| 28.11.2024 | 9-11 |C1| Apriori & FP-Growth | {{ :dm:14_dm1_pattern_mining_2024_25.pdf | Pattern Mining}} | Guidotti| | |21.| 28.11.2024 | 9-11 |C1| Apriori & FP-Growth | {{ :dm:14_dm1_pattern_mining_2024_25.pdf | Pattern Mining}} | Guidotti| |
| |22.| 02.12.2024 | 11-13 |C1| Lab. Pattern Mining & Exercises | {{ :dm:14_dm1_pattern_mining_2024_25.pdf | Pattern Mining}}, {{ :dm:dm1_lab06_pattern_mining.zip | Pattern Mining}} | Guidotti| | |22.| 02.12.2024 | 11-13 |C1| Lab. Pattern Mining & Exercises | {{ :dm:14_dm1_pattern_mining_2024_25.pdf | Pattern Mining}}, {{ :dm:dm1_lab06_pattern_mining.zip | Pattern Mining}}, [[https://teams.microsoft.com/l/meetingrecap?driveId=b%21ha5CZVfp2kuDfaVwQ4bUQrckOqp3rf5Foj4lv6ZP-tE4hiVk9NW3SJrIWlgMbYzJ&driveItemId=01ALTKV6UIYWS5ENMHPNALCC2RSLZ3QRT2&sitePath=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FDM1%2520Lecture-20241202_103803-Meeting%2520Recording.mp4%3Fweb%3D1&fileUrl=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FDM1%2520Lecture-20241202_103803-Meeting%2520Recording.mp4%3Fweb%3D1&iCalUid=040000008200E00074C5B7101A82E00800000000A49F1F754A08DB01000000000000000010000000435A84692A5ED04383F2C9987B03574C&masterICalUid=040000008200E00074C5B7101A82E00800000000A49F1F754A08DB01000000000000000010000000435A84692A5ED04383F2C9987B03574C&threadId=19%3AMMVIsw09XAOGOcd8-D8dKmNUO2hKXsFKpgkOoiFnwJM1%40thread.tacv2&organizerId=3a6de3a8-02d0-4ed1-ac54-9c64624000c2&tenantId=c7456b31-a220-47f5-be52-473828670aa1&callId=de9caad3-3b85-47de-bb97-5324c8e1d715&threadType=space&meetingType=Recurring&channelType=Standard&replyChainId=1726499381579&subType=RecapSharingLink_RecapChiclet|Link]] | Guidotti| |
| |23.| 03.12.2024 | 14-16 |C1| Rule-based Classifiers | {{ :dm:15_dm1_rule_based_classifier_2024_25.pdf | Rule-based Classifiers}} | Guidotti| | |23.| 03.12.2024 | 14-16 |C1| Rule-based Classifiers | {{ :dm:15_dm1_rule_based_classifier_2024_25.pdf | Rule-based Classifiers}}, [[https://teams.microsoft.com/l/meetingrecap?driveId=b%21ha5CZVfp2kuDfaVwQ4bUQrckOqp3rf5Foj4lv6ZP-tE4hiVk9NW3SJrIWlgMbYzJ&driveItemId=01ALTKV6VZJ4EXFZFWDVHZDW3OIGS6NEDV&sitePath=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FDM1%2520Lecture-20241203_144045-Meeting%2520Recording.mp4%3Fweb%3D1&fileUrl=https%3A%2F%2Funipiit.sharepoint.com%2Fsites%2Fa__td_64992%2FShared%2520Documents%2FGeneral%2FRecordings%2FDM1%2520Lecture-20241203_144045-Meeting%2520Recording.mp4%3Fweb%3D1&iCalUid=040000008200E00074C5B7101A82E0080000000099E54B944A08DB01000000000000000010000000468CDA5F50C03746883AFD70C2910CCA&masterICalUid=040000008200E00074C5B7101A82E0080000000099E54B944A08DB01000000000000000010000000468CDA5F50C03746883AFD70C2910CCA&threadId=19%3AMMVIsw09XAOGOcd8-D8dKmNUO2hKXsFKpgkOoiFnwJM1%40thread.tacv2&organizerId=3a6de3a8-02d0-4ed1-ac54-9c64624000c2&tenantId=c7456b31-a220-47f5-be52-473828670aa1&callId=37aa8466-12bf-459a-9706-b0fa65a31ba7&threadType=space&meetingType=Recurring&channelType=Standard&replyChainId=1726499433933&subType=RecapSharingLink_RecapChiclet|Link]] | Guidotti| |
| |24.| 05.12.2024 | 9-11 |C1| FP-Growth Exercises & Project Discussion | | Guidotti| | |24.| 05.12.2024 | 9-11 |C1| FP-Growth Exercises & Project Discussion | | Guidotti| |
| ===== Second Semester (DM2 - Data Mining: Advanced Topics and Applications) ===== | ===== Second Semester (DM2 - Data Mining: Advanced Topics and Applications) ===== |
