Peer Kröger

About Peer Kröger

Peer Kröger, With an exceptional h-index of 45 and a recent h-index of 26 (since 2020), a distinguished researcher at Christian-Albrechts-Universität zu Kiel, specializes in the field of Databases, Data Mining, EScience, Clustering, High dimensional data.

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

The Missing Link? On the In-Between Instance Detection Task

Reconstruct Geospatial Data from Ultra Sparse Inputs to Predict Climate Events

International Conference on Advances in Geographic Information Systems SIGSPATIAL

Towards mobility data science (vision paper)

Enhancing AIS Vessel Trajectories via Trip Detection

A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks

Data-driven Attributing of Climate Events with Climate Index Collection based on Model Data (CICMoD)

Detection and Tracking of Dynamic Ocean Carbon Uptake Regimes Built Upon Spatial Target-Driver Relationships via Adaptive Hierarchical Clustering

Peer Kröger Information

University

Position

___

Citations(all)

10470

Citations(since 2020)

3764

Cited By

8292

hIndex(all)

45

hIndex(since 2020)

26

i10Index(all)

91

i10Index(since 2020)

50

Email

University Profile Page

Christian-Albrechts-Universität zu Kiel

Google Scholar

View Google Scholar Profile

Peer Kröger Skills & Research Interests

Databases

Data Mining

EScience

Clustering

High dimensional data

Top articles of Peer Kröger

Title

Journal

Author(s)

Publication Date

The Missing Link? On the In-Between Instance Detection Task

Daniyal Kazempour

Claudius Zelenka

Peer Kröger

2024

Reconstruct Geospatial Data from Ultra Sparse Inputs to Predict Climate Events

Marco Landt-Hayen

Peer Kröger

Willi Rath

Martin Claus

2023/10/9

International Conference on Advances in Geographic Information Systems SIGSPATIAL

ACM SIGSPATIAL INTERNATIONAL CONFERENCES ON ADVANCES IN GEOGRAPHIC INFORMATION SYSTEMS

ML Damiani

M Renz

A Eldawy

P Kröger

MA Nascimento

2023

Towards mobility data science (vision paper)

arXiv preprint arXiv:2307.05717

Mohamed Mokbel

Mahmoud Sakr

Li Xiong

Andreas Züfle

Jussara Almeida

...

2023/6/21

Enhancing AIS Vessel Trajectories via Trip Detection

Mirjam Bayer

Sören Dethlefsen

Tabea Fry

Peer Kröger

2023/10/9

A Simple and Explainable Method for Uncertainty Estimation using Attribute Prototype Networks

Claudius Zelenka

Andrea Göhring

Daniyal Kazempour

Maximilian Hünemörder

Lars Schmarje

...

2023

Data-driven Attributing of Climate Events with Climate Index Collection based on Model Data (CICMoD)

EGU General Assembly Conference Abstracts

Marco Landt-Hayen

Willi Rath

Sebastian Wahl

Nils Niebaum

Martin Claus

...

2023/5

Detection and Tracking of Dynamic Ocean Carbon Uptake Regimes Built Upon Spatial Target-Driver Relationships via Adaptive Hierarchical Clustering

Sweety Mohanty

Daniyal Kazempour

Lavinia Patara

Peer Kröger

2023/10/9

A climate index collection based on model data

Environmental Data Science

Marco Landt-Hayen

Willi Rath

Sebastian Wahl

Nils Niebaum

Martin Claus

...

2023

Application of Gaussian Mixture Model Clustering for the Resolution of Multi-isotope Fingerprints

Andrea Göhring

Gisela Grupe

Peer Kröger

2023/3/31

Enhancing cluster analysis via topological manifold learning

Data Mining and Knowledge Discovery

Moritz Herrmann

Daniyal Kazempour

Fabian Scheipl

Peer Kröger

2023/9/29

UniDash: Interactive Dashboard for Data Driven Insights on Universities

Mirjam Raffaela Bayer

Yorik Timo Hansen

Kimberley Kosbü

Andrea Kulow

Peer Kröger

2023

GADFormer: An Attention-based Model for Group Anomaly Detection on Trajectories

arXiv preprint arXiv:2303.09841

Andreas Lohrer

Darpan Malik

Peer Kröger

2023/3/17

Towards a fixed-gear AIS trajectory differentiation

Mirjam Bayer

Daniyal Kazempour

Peer Kröger

2023/8/23

Erratum to: Vorwort zum Sonderheft “Cross-Domain Fusion”

Informatik Spektrum

Matthias Renz

Agnes Koschmider

Peer Kröger

2023/12

Fact or Artifact? Revise Layer-wise Relevance Propagation on various ANN Architectures

arXiv preprint arXiv:2302.12317

Marco Landt-Hayen

Willi Rath

Martin Claus

Peer Kröger

2023/2/23

Interactive Detection and Visualization of Ocean Carbon Regimes

Sweety Mohanty

Daniyal Kazempour

Lavinia Patara

Peer Kröger

2023/8/23

Concept maps to enable interdisciplinary research in cross-domain fusion

Informatik Spektrum

Marie Hundsdörfer

Peer Kröger

Annegret Kuhn

Natascha Oppelt

Isabella Peters

...

2022/8

Vorwort zum Sonderheft „Cross-Domain Fusion “–Heft 2

Informatik Spektrum

Matthias Renz

Agnes Koschmider

Peer Kröger

2022/10

CoMadOut--A Robust Outlier Detection Algorithm based on CoMAD

arXiv preprint arXiv:2211.13314

Andreas Lohrer

Daniyal Kazempour

Maximilian Hünemörder

Peer Kröger

2022/11/23

See List of Professors in Peer Kröger University(Christian-Albrechts-Universität zu Kiel)

Co-Authors

H-index: 104
Hans-Peter  Kriegel

Hans-Peter Kriegel

Ludwig-Maximilians-Universität München

H-index: 77
Christian Böhm

Christian Böhm

Ludwig-Maximilians-Universität München

H-index: 51
Thomas Seidl

Thomas Seidl

Ludwig-Maximilians-Universität München

H-index: 50
Jörg Sander

Jörg Sander

University of Alberta

H-index: 49
Arthur Zimek

Arthur Zimek

Syddansk Universitet

H-index: 39
François Bry

François Bry

Ludwig-Maximilians-Universität München

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