List of works - Peer Kröger

A General Framework for Increasing the Robustness of PCA-Based Correlation Clustering Algorithms

scholarly article published in Lecture Notes in Computer Science

A Generic Framework for Efficient Subspace Clustering of High-Dimensional Data

Applying data mining methods for the analysis of stable isotope data in bioarchaeology

Can Shared-Neighbor Distances Defeat the Curse of Dimensionality?

Clustering high-dimensional data

article by Hans-Peter Kriegel et al published 1 March 2009 in ACM Transactions on Knowledge Discovery from Data

Computing Clusters of Correlation Connected objects

Current Synthesis and Future Options

DeLi-Clu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking

Density Based Subspace Clustering over Dynamic Data

Density Connected Clustering with Local Subspace Preferences

Density-Connected Subspace Clustering for High-Dimensional Data

Density-based Projected Clustering over High Dimensional Data Streams

Density-based clustering

Deriving quantitative models for correlation clusters

Detection and Visualization of Subspace Cluster Hierarchies

scholarly article

Dimensional testing for reverse k-nearest neighbor search

Event-Enhanced Learning for KG Completion

scientific article published in 2018

Evidence for sea spray effect on oxygen stable isotopes in bone phosphate - Approximation and correction using Gaussian Mixture Model clustering

scientific article published on 10 April 2019

Filling Gaps in Industrial Knowledge Graphs via Event-Enhanced Embedding

scientific article published in proceedings of the iswc 2018 posters & demonstrations, industry and blue sky ideas tracks

Finding Hierarchies of Subspace Clusters

Future trends in data mining

scholarly article by Hans-Peter Kriegel et al published 23 March 2007 in Data Mining and Knowledge Discovery

Global Correlation Clustering Based on the Hough Transform

Interpreting and Unifying Outlier Scores

scientific article (publication date: 28 April 2011)

LoOP

scholarly article (2009)

Mining Hierarchies of Correlation Clusters

Mobility Data Science: Perspectives and Challenges

scientific article published on 7 May 2024

Multi-isotope provenancing of archaeological skeletons including cremations in a reference area of the European Alps

scientific article published on 01 October 2018

On Exploring Complex Relationships of Correlation Clusters

Outlier Detection in Arbitrarily Oriented Subspaces

scientific article (publication date: December 2012)

Outlier Detection in Axis-Parallel Subspaces of High Dimensional Data

scientific article (publication date: 2009)

Provenance analysis of cremated skeletal remains by stable isotopes

scientific article published on 26 June 2020

Quality of Similarity Rankings in Time Series

Robust Clustering in Arbitrarily Oriented Subspaces

Robust, Complete, and Efficient Correlation Clustering

scholarly article published 26 April 2007

Subspace Similarity Search: Efficient k-NN Queries in Arbitrary Subspaces

Subspace and projected clustering: experimental evaluation and analysis

article

Subspace clustering

Subspace similarity search using the ideas of ranking and top-k retrieval

The genesis and spread of the early Fritzens-Sanzeno culture (5th/4th cent. BCE) – Stable isotope analysis of cremated and uncremated skeletal finds

scientific article

Using Gaussian Mixture Model clustering for multi-isotope analysis of archaeological fish bones for palaeobiodiversity studies