General
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- MAPI-KDD 2022 File Uploaded 4/11/22, 17:14
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- Knime - slides File Uploaded 6/11/22, 21:35
FCUP-CC5015-2022/2023-1S
Topic outline
Topic 1
- Machine Learning File Uploaded 6/11/22, 21:29
- Nearest-Neigbours File Uploaded 6/11/22, 21:22
- Bayesian Classifiers File Uploaded 6/11/22, 21:23
- Decision Trees File Uploaded 6/11/22, 21:23
- Neural Networks File Uploaded 6/11/22, 21:24
- Support Vector Machines File Uploaded 6/11/22, 21:25
- Multiple Models File Uploaded 6/11/22, 21:25
- Evaluation - 1 File Uploaded 6/11/22, 21:26
- Evaluation - 2 (ROC, Costs) File Uploaded 6/11/22, 21:30
- Learning from Imbalance Data File Uploaded 6/11/22, 21:27
Topic 2
- Multi-Label Classification File Uploaded 8/11/22, 09:43
- Structured Outputs Prediction File Uploaded 8/11/22, 09:45
- Novelty Detection File Uploaded 8/11/22, 09:48
17 Nov Alipio Jorge
- NLP - Slides and Assignment File Uploaded 20/11/22, 23:02
22 Nov Paulo Azevedo
- Clustering File Uploaded 22/11/22, 16:06
- Association Rules File Uploaded 22/11/22, 16:07
Topic 6
(JGama) Data stream analysis, Social network analysis
(J.Gama) Semi-supervised Learning, Auto-ML
- Data Streams I File Uploaded 6/12/22, 09:42
- Data Streams II File Uploaded 6/12/22, 09:42
- Social Network Analysis File Uploaded 7/12/22, 19:28
- AUTOML File Uploaded 7/12/22, 19:35
Predictive Maintenance
- (Rita P. Ribeiro) PdM - Slides File Uploaded 13/12/22, 12:21