ESGrowthMiner (DMLab Library API for 0.0.4-SNAPSHOT)

java.lang.Object
- edu.gsu.cs.dmlab.solgrind.algo.stesminers.ESMiner
- - edu.gsu.cs.dmlab.solgrind.algo.stesminers.ESGrowthMiner

```
public class ESGrowthMiner
extends ESMiner
```
Algorithm can be found in: Berkay Aydin, and Rafal Angryk. "Discovering spatiotemporal event sequences." ACM SIGSPATIAL - MobiGIS, 2016. or Berkay Aydin, and Rafal A. Angryk. "A graph-based approach to spatiotemporal event sequence mining." ICDMW, 2016.

Author:

Data Mining Lab, Georgia State University

Field Summary
- Fields inherited from class edu.gsu.cs.dmlab.solgrind.algo.stesminers.ESMiner
  esGraph, eventCounts, MAX_SEQUENCE_LENGTH, neighbors, resultEventSequenceDoubleMap

Constructor Summary

Constructors
Constructor	Description
`ESGrowthMiner(SequenceGraph esGraph, double threshold)`	Given an event sequence graph (esGraph), and a prevalence threshold for the frequency of the STESs, this finds all the STESs using the instance sequences from the event sequence graph.

Method Summary

All Methods Instance Methods Concrete Methods
Modifier and Type	Method	Description
`Map<EventSequence,Map<InstanceSequence,Double>>`	`getComprehensiveInMap()`
`Map<EventSequence,Double>`	`getResultInMap()`
`Set<EventSequence>`	`getResultSet()`
`protected void`	`mineGraph()`

Methods inherited from class edu.gsu.cs.dmlab.solgrind.algo.stesminers.ESMiner
calculatePI, createIdList, createInstanceSequencesFromVertices, createSuccessorMap, findChildrenMap, findVerticesOfType, searchInstanceSequences

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

- Constructor Detail
  - ESGrowthMiner
```
public ESGrowthMiner(SequenceGraph esGraph,
                     double threshold)
```
    Given an event sequence graph (esGraph), and a prevalence threshold for the frequency of the STESs, this finds all the STESs using the instance sequences from the event sequence graph.
    
    Parameters:
    
    esGraph - - Event Sequence Graph
    
    threshold - - prevalence index threshold
- Method Detail
  - mineGraph
```
protected void mineGraph()
```
    Specified by:
    
    mineGraph in class ESMiner
  - getResultSet
```
public Set<EventSequence> getResultSet()
```
    Specified by:
    
    getResultSet in class ESMiner
  - getResultInMap
```
public Map<EventSequence,Double> getResultInMap()
```
    Specified by:
    
    getResultInMap in class ESMiner
  - getComprehensiveInMap
```
public Map<EventSequence,Map<InstanceSequence,Double>> getComprehensiveInMap()
```