Table 1 Mapping between the leaves of the hierarchical task tree and the analyzed papers

1

Research Question Definition

X

X

X

X

X

X

X

X

X

X

X

X

X

X

X

2

State of the Art Analysis

X

X

X

X

X

X

X

X

X

X

X

X

X

X

X

3

Deliverable Definition

4

Public Available Data Research

X

X

X

X

X

X

X

X

X

X

X

X

X

X

X

5

Dataset Selection

X

X

X

X

X

X

X

X

X

X

X

X

X

X

X

6

Literature Research on the Data

X

X

X

X

X

X

X

X

X

X

X

X

X

X

X

7

Data Assessment

X

X

X

X

X

X

X

X

X

X

X

X

X

X

X

8

Data Format Check

X

X

X

X

X

X

X

X

X

X

X

X

X

X

X

9

Quality Assessment

X

X

X

X

X

10

Bad Data Discard

X

X

X

X

X

X

X

X

11

Missing Data Imputation

X

X

12

Trimming

X

X

X

X

X

X

X

13

Metrics and Normalization Methods Identification

X

X

X

X

14

Values Normalization

X

X

X

X

15

Visualization Method Identification

X

X

X

X

X

X

16

Visualization Creation

X

X

X

X

X

X

17

Literature Research on Integration Methods

X

X

X

18

Integration Method Identification

X

X

X

19

Integration Method Application

X

X

X

20

Literature Research on the Algorithms

X

X

X

X

X

X

X

X

X

X

X

X

X

X

X

21

Preliminary Analysis on Data and Algorithms

X

X

X

X

X

X

X

X

X

X

X

X

X

X

X

22

Algorithm Implementation

X

X

X

X

X

X

X

X

X

X

X

X

X

X

X

23

Data Adaptation to the Algorithm

X

X

X

X

X

X

X

X

X

X

X

X

24

Data Split in Training and Testing Set

X

X

X

X

X

X

X

X

25

Hyperparameter and Parameter Tuning

X

X

X

X

X

X

X

X

26

Algorithm Parameters Check

X

X

X

X

X

X

X

X

X

27

Optimization

X

X

X

28

Visualization Method Identification

X

X

X

X

X

X

X

X

X

X

29

Visualization Creation

X

X

X

X

X

X

X

X

X

X

30

Performance Evaluation

X

X

X

X

X

X

X

X

X

X

X

X

X

31

Robustness Evaluation

X

X

32

Comparative Analysis

X

X

X

X

X

X

X

33

Testing

X

X

X

34

Enrichment Analysis

X

X

X

X

35

Literature Research on Biological Domain

X

X

X

X

X

X

36

Relevant Feature Extraction

X

X

X