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Rianne Margaretha Schouten

About Rianne Margaretha Schouten

Rianne Margaretha Schouten, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Technische Universiteit Eindhoven, specializes in the field of exceptional model mining, missing data, causal inference, statistics, medical domain.

His recent articles reflect a diverse array of research interests and contributions to the field:

Dropping Incomplete Records is (not so) Straightforward

Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions

A Clustering-Inspired Quality Measure for Exceptional Preferences Mining—Design Choices and Consequences

Efficient Subgroup Discovery Through Auto-Encoding

Exceptional Model Mining for Repeated Cross-Sectional Data (EMM-RCS)

The dance of the mechanisms: How observed information influences the validity of missingness assumptions

Long-term follow-up of pericardium for the ventricular component in atrioventricular septal defect repair

Follow-up after biventricular repair of the hypoplastic left heart complex

Rianne Margaretha Schouten Information

University

Position

PhD Candidate

Citations(all)

206

Citations(since 2020)

193

Cited By

53

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

4

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Rianne Margaretha Schouten Skills & Research Interests

exceptional model mining

missing data

causal inference

statistics

medical domain

Top articles of Rianne Margaretha Schouten

Dropping Incomplete Records is (not so) Straightforward

2023/4/1

Mining sequences with exceptional transition behaviour of varying order using quality measures based on information-theoretic scoring functions

Data Mining and Knowledge Discovery

2022/1/1

Wouter Duivesteijn
Wouter Duivesteijn

H-Index: 13

Mykola Pechenizkiy
Mykola Pechenizkiy

H-Index: 31

A Clustering-Inspired Quality Measure for Exceptional Preferences Mining—Design Choices and Consequences

2022/10/10

Wouter Duivesteijn
Wouter Duivesteijn

H-Index: 13

Rianne Margaretha Schouten
Rianne Margaretha Schouten

H-Index: 3

Efficient Subgroup Discovery Through Auto-Encoding

2022/4/7

Wouter Duivesteijn
Wouter Duivesteijn

H-Index: 13

Exceptional Model Mining for Repeated Cross-Sectional Data (EMM-RCS)

2022

Rianne Margaretha Schouten
Rianne Margaretha Schouten

H-Index: 3

Wouter Duivesteijn
Wouter Duivesteijn

H-Index: 13

Mykola Pechenizkiy
Mykola Pechenizkiy

H-Index: 31

The dance of the mechanisms: How observed information influences the validity of missingness assumptions

Sociological Methods & Research

2021/8

Rianne Margaretha Schouten
Rianne Margaretha Schouten

H-Index: 3

Gerko Vink
Gerko Vink

H-Index: 10

Long-term follow-up of pericardium for the ventricular component in atrioventricular septal defect repair

World Journal for Pediatric and Congenital Heart Surgery

2020/11

Follow-up after biventricular repair of the hypoplastic left heart complex

European Journal of Cardio-Thoracic Surgery

2020/4/1

See List of Professors in Rianne Margaretha Schouten University(Technische Universiteit Eindhoven)