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Outlier detection
Preprocessing Data manipulation DBSCAN ETL Cluster
+4
  1. Workflow
    Outlier Detection in Medical Claims
    Fraud detection Outlier detection
    This workflow identifies outliers in medical claim data such as claims with an unusual high cost for a certain disease. Firstly, …
    knime > Examples > 50_Applications > 14_Medical_Claims > 01_Interactive_Outlier_Detection
    2
  2. Workflow
    Outlier Dection / Fraud Detection in Contracts
    Fraud detection Anomaly detection Text processing
    +4
    Discover anomalies / irregularities / Frauds(?) in contracts payment amounts via: - data visualization - basic stats - clustering…
    rs1 > Public > Contracts_Fraud_Detection_Usecase_example
    1
  3. Workflow
    Data Preprocessing for ML Models
    Preprocessing Partitioning Outlier detection
    +7
    This workflow demonstrates the following standard preprocessing steps before training a machine learning model: - Partitioning - …
    knime > Examples > 04_Analytics > 01_Preprocessing > 04_Data_Preprocessing_for_ML_Models
    1
  4. Workflow
    Outlier Detection - Solution
    Data manipulation Preprocessing Outlier detection
    +4
    Introduction to Machine Learning Algorithms course - Session 4 Solution to exercise 3 Detect and remove outliers in the data usin…
    knime > Education > Courses > L4-ML Introduction to Machine Learning Algorithms > Session_4 > 02_Solutions > 03_Outlier_Detection_solution
    0
  5. Workflow
    Outlier Detection - Solution
    Data manipulation Preprocessing Outlier detection
    +4
    Introduction to Machine Learning Algorithms course - Session 4 Solution to exercise 3 Detect and remove outliers in the data usin…
    hayasaka > L4-ML-2Hrs-2021-07 > Solutions > 06_Outlier_Detection_solution
    0
  6. Workflow
    Dimensionality Reduction & Outlier Detection
    TheGuideBook Outliers Outlier detection
    +6
    This workflow processes the adult dataset, containing people demographics, by eliminating columns with too many missing values or…
    knime > Academic Alliance > Guide to Intelligent Data Science > Example Workflows > Chapter6 > 01_Column_Row_Filtering
    0
  7. Workflow
    Fraud Detection by Unsupervised Learning
    Fraud Fraud detection Banking
    +8
    This workflow reads in the creditcard.csv file and trains and evaluates an Isolation Forest model that detects fraudulent transac…
    knime > Education > Learnathons > Fraud_Detection_Tutorial > Exercises > 02_Fraud_Detection_by_Unsupervised_Learning
    0
  8. Workflow
    Fraud Detection by Unsupervised Learning
    Fraud Fraud detection Banking
    +8
    This workflow reads in the creditcard.csv file and trains and evaluates an Isolation Forest model that detects fraudulent transac…
    knime > Education > Learnathons > Fraud_Detection_Tutorial > Solutions > 02_Fraud_Detection_by_Unsupervised_Learning
    0
  9. Workflow
    Group 1 Data Access and Data Manipulation
    ETL Data access Preprocessing
    +6
    Solution to the tasks for Group 1 in KNIME Data Science Learnathon - Access data - Preprocess data by filtering rows, filtering c…
    knime > Education > Learnathons > From_Raw_Data_To_Deployment > Learnathon-Solutions > Group1_Data_Access_and_Data_Manipulation > Group1_Data_Access_and_Data_Manipulation
    0
  10. Workflow
    Group 1 Data Access and Data Manipulation
    ETL Data access Preprocessing
    +6
    Tasks for Group 1 in KNIME Data Science Learnathon - Access data - Preprocess data by filtering rows, filtering columns, converti…
    knime > Education > Learnathons > From_Raw_Data_To_Deployment > Learnathon > Challenges > Group1_Data_Access_and_Data_Manipulation > Group1_Data_Access_and_Data_Manipulation
    0
  11. Workflow
    Outlier Detection and Handling
    Outliers Numeric outliers Outlier detection
    Demonstrates techniques for viewing summary statistics of data as well as various methods of handling numeric outliers. Also demo…
    sjporter > Public > Outlier Detection and Handling > Outlier Detection and Handling
    0
  12. Workflow
    Outlier Detection
    Data manipulation Preprocessing Outlier detection
    +4
    Introduction to Machine Learning Algorithms course - Session 4 Exercise 3 Detect and remove outliers in the data using the follow…
    hayasaka > L4-ML-2Hrs-2021-07 > Exercises > 06_Outlier_Detection
    0
  13. Workflow
    Group 1 Data Access and Data Manipulation
    ETL Data access Preprocessing
    +6
    Tasks for Group 1 in KNIME Data Science Learnathon - Access data - Preprocess data by filtering rows, filtering columns, converti…
    maarit > University Course > Learnathon UM April 21 > Challenges > Group1_Data_Access_and_Data_Manipulation > Group1_Data_Access_and_Data_Manipulation
    0
  14. Workflow
    Outlier Detection
    Data manipulation Preprocessing Outlier detection
    +4
    Introduction to Machine Learning Algorithms course - Session 4 Exercise 3 Detect and remove outliers in the data using the follow…
    knime > Education > Courses > L4-ML Introduction to Machine Learning Algorithms > Session_4 > 01_Exercises > 03_Outlier_Detection
    0