[midPoint-git] [Evolveum/midpoint] 9cc6e8: Improve outlier detection
Tadeas Chrapovic
noreply at github.com
Wed Apr 10 14:21:40 CEST 2024
Branch: refs/heads/feature/role-mining
Home: https://github.com/Evolveum/midpoint
Commit: 9cc6e855aa77ba8b6670967a5723ef935be2a466
https://github.com/Evolveum/midpoint/commit/9cc6e855aa77ba8b6670967a5723ef935be2a466
Author: tchrapovic <chrapovic.tadeas at gmail.com>
Date: 2024-04-10 (Wed, 10 Apr 2024)
Changed paths:
M gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/api/component/path/ItemPathDto.java
M gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/impl/page/admin/role/mining/page/panel/cluster/RoleAnalysisClusterOperationPanel.java
M gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/impl/page/admin/role/mining/page/panel/outlier/OutlierHeaderResultPanel.html
M gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/impl/page/admin/role/mining/page/panel/outlier/OutlierHeaderResultPanel.java
A gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/impl/page/admin/role/mining/page/panel/outlier/OutlierObjectModel.java
M gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/impl/page/admin/role/mining/tables/RoleAnalysisOutlierPropertyTable.java
M gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/impl/page/admin/role/mining/tables/RoleAnalysisOutlierTable.java
M gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/impl/page/admin/role/mining/tables/RoleAnalysisRoleBasedTable.java
M gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/impl/page/admin/role/mining/tables/RoleAnalysisUserBasedTable.java
M gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/impl/page/admin/role/mining/utils/table/RoleAnalysisTableCellFillResolver.java
M gui/admin-gui/src/main/java/com/evolveum/midpoint/gui/impl/prism/panel/PrismContainerPanel.java
M infra/common/src/main/java/com/evolveum/midpoint/common/mining/objects/chunk/MiningBaseTypeChunk.java
M infra/common/src/main/java/com/evolveum/midpoint/common/mining/objects/chunk/MiningRoleTypeChunk.java
M infra/common/src/main/java/com/evolveum/midpoint/common/mining/objects/chunk/MiningUserTypeChunk.java
M infra/common/src/main/java/com/evolveum/midpoint/common/mining/utils/algorithm/JaccardSorter.java
A infra/common/src/main/java/com/evolveum/midpoint/common/mining/utils/values/FrequencyItem.java
M infra/common/src/main/java/com/evolveum/midpoint/common/mining/utils/values/RoleAnalysisOperationMode.java
A infra/common/src/main/java/com/evolveum/midpoint/common/mining/utils/values/ZScoreData.java
M infra/schema/src/main/resources/xml/ns/public/common/common-mining-3.xsd
M model/model-api/src/main/java/com/evolveum/midpoint/model/api/mining/RoleAnalysisService.java
M model/model-impl/pom.xml
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/RoleAnalysisServiceImpl.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/algorithm/cluster/action/clustering/AdvancedClustering.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/algorithm/cluster/action/clustering/Clusterable.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/algorithm/cluster/action/clustering/OutlierClustering.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/algorithm/cluster/action/clustering/RoleBasedClustering.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/algorithm/cluster/action/clustering/StandardClustering.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/algorithm/cluster/action/clustering/UserBasedClustering.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/algorithm/cluster/action/context/ClusteringActionExecutor.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/algorithm/cluster/action/context/ClusteringBehavioralResolver.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/algorithm/cluster/action/util/OutliersDetectionUtil.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/algorithm/detection/PatternResolver.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/chunk/BasePrepareAction.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/chunk/ExpandedMiningStructure.java
M model/model-impl/src/main/java/com/evolveum/midpoint/model/impl/mining/utils/RoleAnalysisAlgorithmUtils.java
Log Message:
-----------
Improve outlier detection
1. Implement outlier result panel.
2. (Experiment) Experiment with statistical data
standard deviation, z-score, normal distribution,
property neighbors, attributes similarity...
3. Changes on schema level.
4. New dependency apache commons-math3.
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